Category: Digital Shelf

  • Best Practices to avoid MAP Violations

    Best Practices to avoid MAP Violations

    Competition is a fundamental and healthy part of commerce that protects customers by keeping prices low and the quality of services (and choice of goods) high.

     Healthy competition drives prices down, but it can harm brands and their reputation without a pricing policy. The manufacturer or brand designs MAP or Minimum Advertised Pricing policies to stipulate retailers’ lowest price point to advertise the product. It is an agreement between distributors and manufacturers about the minimum price that retailers and resellers can advertise the product for sale. 

    Most legitimate brands have a MAP policy, especially brands that rely heavily on brand identity. It becomes critical that they maintain price parity across retailers. When a retailer violates MAP policies, brands can penalize them under the agreed-upon terms or terminate contracts. 

    In this blog, you will learn about MAP policy, its benefits, and tips on tackling MAP violations. 

    1. What is a MAP policy?

     MAP policy
    MAP Violations

    MAP stands for Minimum Advertised Price, and brands create MAP policies to ensure that retailers don’t advertise their products below the specified price. However, it only controls advertised prices, ensuring the retailers don’t display a lower price in online listings or advertisements. Since it doesn’t cover the checkout price, retailers can sell products at a lower price through promotional offers like discounts and cashback during checkout. 

    MAP policies ensure a price war between eCommerce platforms does not devalue products and that an even playing field is set among retailers that allow everyone to drive margins. Brands have a legal right to withdraw products if a retailer advertises products below the minimum advertised price. Brands can also restrict future sales or refuse to replenish products after the current stock has sold out if an eCommerce platform, reseller, or distributor violates MAP policies. 

    In the U.S., MAP policies fall under federal antitrust law since they restrict advertisement pricing rather than the last sales price. However, in the UK and the EU, violation of minimum advertised pricing is an infringement of current competition laws.

    2. Why Does Having a MAP Policy Matter?

    Having a MAP policy protects both brands and retailers while ensuring consumers get the best-priced items. Following are the benefits of having a MAP policy:

    a. Prevent margin erosion

    Although online retailers are willing to take a margin cut to attract traffic, selling products below MAP can significantly hurt a brand’s bottom line. Setting a minimum advertised price benefits both parties. It allows shoppers to purchase products at the best-valued price & also creates a balanced economy and prevents hyper-competition of products between retailers. However, manufacturers must set a realistic pricing policy that matches current market demand, ensuring eCommerce platforms implement MAP while taking care of the margins. 

    b. Retain brand identity

    pricing policy
    Brand Protection

    Price is one of the essential indicators consumers use to determine the authenticity and value of a product. Constant price fluctuations can negatively impact a brand’s reputation. Brands need to safeguard their pricing to create a consistent price perception. Price changes often make the buying decision complex since consumers no longer have a clear reference of prices. It also shifts purchasers’ attention from the brand and product features to its price. With price fluctuations, brands that were used to be differentiated for their features can be seen as commodities.

    Low prices & MAP violations on an online platform can even be a sign of counterfeit products or unauthorized sellers. However, customers might hold the brand responsible if they purchase counterfeit products from a retailer at lower prices. A negative product experience with a retailer will also reflect the brand’s reputation. An effective MAP policy that enforces consistent pricing will ensure that customers hunting for the best deals will stick with the most legitimate retailers.

    Read how DataWeave helped Classic Accessories, a leading manufacturer of high-quality accessories detect counterfeits and identify unauthorized sellers.

    c. Ensure price parity across retailers

    Comparing prices has become an essential and common milestone in every consumer’s purchasing journey. It’s imperative that a brand ensures price parity across platforms and stores because substantial pricing variations on different platforms can make customers suspicious of a brand. Consistent pricing across eCommerce platforms ensures brands maintain their identity. MAP policies also allow retailers to maintain profit margins while avoiding price wars.

    d. Combat revenue loss from illegitimate sales

    While most authorized sellers or distributors comply with pricing policies, unauthorized sellers or grey market sellers have no obligation to follow a brand’s MAP pricing infrastructure. Brands can reduce risk with an authorized seller badge on retailer websites. This will help customers to verify authorized retailers and resellers of your products & help safeguard your brand equity online

    3. Tips on Implementing MAP policy and Tackling violations

    Enforcing and tackling MAPs comes down to two things: monitoring the market for infringements and then acting on those violations. Here are a few tips for tackling MAP violations:

     price parity
    Implementation of MAP Policy & Tracking Violations

    a. Communicate actively with retailers

    To maintain a positive relationship with retailers and avoid confusion, brands should create proper communication strategies and channels to accompany the launch of the MAP policy. The policy should be easy to understand, but legal advisors are necessary to understand the jargon of the document. Brands can use checklists, videos, and well-briefed brand reps to communicate their policy clearly with retailers.

    b. Reward retailers for compliance

    Retailers who follow MAP guidelines can lose out to platforms that do not follow these pricing guidelines. Non-MAP following platforms undercut the price of products to drive sales and secure higher traffic. In such instances, brands can incentivize MAP following retailers to encourage them to comply with MAP guidelines while not affecting the competitive edge. It can be in the form of laxity of rules during promotion seasons like New Year, Christmas, and Black Friday sales. The laxity of rules for promotional seasons should be used as an exception to the general rule, and outlined in the guidelines.  

    c. Implement an AI-driven MAP monitoring

    When product distribution is spread across the globe through a network of resellers and retailers, keeping a close watch on all platforms for multiple products can become difficult. With the expansion of online marketplaces, manually tracking the pricing of numerous products on multiple platforms is time-consuming and unsustainable. An automated AI-driven monitoring platform can track the pricing of all products sold across hundreds of online platforms and identify violations around the clock. Such platforms can alert brands of violations, price inconsistencies, or suspicious activities in real-time. 

    d. Send cease and desist to MAP violators and unauthorized dealers

    Brands must enforce a MAP policy to ensure price parity among retailers and resellers. Brands must systematically monitor prices across retailers, social media, marketplaces, and price comparison websites. Whenever brands encounter a MAP violation, they should take action by sending a cease and desist letter to unauthorized sellers. For legitimate sellers, brands can notify them and outline the steps that will be taken if they don’t comply. Brands must be consistent in enforcing MAP policy violations, signaling retailers and unauthorized sellers that there will be repercussions for MAP violations. 

    Market Demand
    MAP Policy

    4. Conclusion

    The trend towards online shopping helps businesses to cut overheads, allowing their products to be sold at a significantly reduced price. Although price appears to be the most effective consumer attraction strategy, significantly lowering product prices can devalue products and hurt brand reputation in the long term. However, including and enforcing MAP policies helps brands to manage their reputation and allows retailers to manage their margins. 

    Want to see first-hand how DataWeave can help brands track MAP Violations, Counterfeit products, and identify unauthorized sellers? Sign up for a demo with our Digital Shelf experts to know more.

  • Quick Commerce in 2022: An Era of Hyperlocal Delivery

    Quick Commerce in 2022: An Era of Hyperlocal Delivery

    Busy lifestyles, urbanization, aging populations, and smaller households led to the preference for convenience and efficiency in eCommerce deliveries. However, the Covid-19 pandemic caused a massive shift in customer demand and buying decisions. The modern consumer journey moved from takeaway food to online shopping to quick or same-day deliveries. With evolving digital touchpoints, customers now favor fast deliveries and convenience. 

    According to a 2020 survey by KPMG in the UK, 43% of consumers chose next-day delivery, a 4% increase from last year. Interestingly, 17% of consumers abandoned a brand if they faced a longer delivery. Standard delivery time has shortened from 3 to 4 days and two-day shipping to next-day or same-day delivery. This increasing trend of quick delivery has led to the boom of quick commerce or Q-Commerce. Quick commerce or on-demand delivery refers to retailers that deliver goods in under an hour or as quickly as 10 minutes. The rise of Q-commerce is caused by changing consumer behavior and rising expectations since the pandemic. 

    In this blog, you’ll learn about quick commerce or Q-Commerce and its benefits. You’ll also read about factors to consider for quick commerce and tips to implement this business model. 

    1. What is Quick Commerce?

    on-demand delivery
    On-Demand Delivery

    Quick commerce or on-demand delivery is a set of sales and logistics processes that empowers eCommerce businesses, restaurants, grocery chains, and manufacturers to deliver products in less than 24-hours. A study shows that 41% of consumers are willing to pay for same-day delivery while 24% of customers will pay more to deliver their items within a one- or two-hour window.  

    Changing lifestyles and customer behavior directly impacted the rise of Q-Commerce. The takeaway food industry had used quick commerce for many years. But with Q-Commerce businesses consistently cutting delivery time, quick commerce for instant grocery delivery has become a new trend. For instance, India-based online grocery delivery firm Grofers rebranded to BlinkIt amid rising competition, promising 10-minute instant delivery. 

    2. How quick is Quick Commerce?

    The post-pandemic lifestyle & the rise in the number of small and single-person households has led to an increase in demand for products in small quantities that need to be delivered sooner than later. Sometimes in as little as 10 minutes! This trend is oriented towards specific products such as packed or fresh foods, Groceries, Food delivery, Gifts, Flowers, Medicines to name a few.

    quick delivery service
    Quick Commerce Categories

    Local shops that can reach more customers with less friction have swapped traditional brick-and-mortar warehouses to cater to an urban population. These online Q-Commerce stores can deliver goods from favorite stores and offer a vast choice of products that are available 24/7. However, it requires real-time inventory management, data-driven pricing management, innovative logistics technology, a fantastic rider community, and a proper assortment. 

    3. Factors to consider for Quick Commerce

    q commerce
    Competitive Assortment & Pricing

    a. Assortment

    With growing competition, getting product assortment right isn’t easy for quick commerce businesses, yet it’s critical to their success. To optimize assortment for quick commerce stores, they need to understand how demand differs between demographics and various stores. Since quick delivery involves packed and fresh products, it is even more essential to carry a unique assortment for each store. 

    Data analytics will help Q-Commerce businesses understand which products are repeatedly purchased in every store. It also helps identify high-demand gaps in your competitors’ platforms. Assortment analytics can help distinguish shifts in customer behavior across short- and long-term demands. The key to increasing sales is shaping inventory to match the overlap between market opportunity and consumer interest. With assortment analytics, they can determine the optimal mix of products for their daily inventory. 

    b. Pricing

    Pricing information is readily available on quick commerce businesses, allowing customers to compare prices before making purchase decisions. Before deciding on a product, shoppers actively track the best deals on platforms across various Q-Commerce delivery platforms. According to a survey, 31% of consumers rated price comparisons as the essential aspect of their shopping experience. Understanding price perception can help quick commerce companies to optimize their pricing strategy while remaining competitive. 

    A competitive pricing strategy does not imply that Q-Commerce businesses have to cut prices. Instead, it’s about adjusting prices relative to your competitors but not significantly impacting the bottom line. Competitive pricing provides real-time pricing updates, allowing quick commerce platforms to drive sales by nailing their pricing strategy. 

    c. Delivery Time

    delivery time
    Grocery Delivery Race In India

    Delivery time has become the game-changer in quick commerce, with platforms fighting over shorter delivery times. Unpredictable factors such as specific delivery windows, last-minute customer requests, and traffic congestion can wreak havoc in your planning. Optimizing your delivery time can improve operational efficiency through faster delivery, quick route planning, and driver monitoring. 

    Big eCommerce platforms like Amazon offer same-day or next-day delivery to prime members with no extra fee on minimum order criteria. The only demand of customers who do not worry about discounts or lower wholesale prices is quick delivery. The demand for quick delivery services has led to many global retailers offering same-day delivery to meet those expectations.

    d. Demand Forecasting

    Since quick commerce is a viable solution for certain products, businesses must determine what customers want and when they want it. Q-Commerce businesses can use historical data to predict future sales patterns with demand forecasting. It ensures that Q-Commerce businesses can limit wastages and their inventory can cater to a targeted market. Demand forecasting also helps to replenish stock based on real-time data. Furthermore, companies can identify bottlenecks and points of wastage in the supply chain with a demand-driven system in place.

    4. Benefits of Quick Commerce

    same day delivery
    Q-Commerce Benefits

    a. Competitive USP

    Q-Commerce businesses get new value propositions because customers that need immediate delivery are willing to try new brands and order from new stores. It also allows online Q-Commerce businesses to compete with global marketplaces and brick-and-mortar stores. 

    We at DataWeave have helped quick-service restaurants (QSRs) that are going the Q-Commerce route & selling via food aggregator apps to increase their revenue significantly. Our AI-Powered Food Analytic solutions have helped QSRs diagnose improvement areas, monitor key metrics, and drive 10-15% growth. Our data has helped them understand availability during peak times, monitor product visibility by region, track competitors, and choose suitable banners for promotion. Read more about that here.

    b. Increase margins

    A study from Deloitte suggests that 50% of online shoppers spend extra money to get convenient delivery of the products they need during the pandemic. These customers also paid extra for on-demand fulfillment and bought online pick-up in-store options. 

    Since the assortment of products in quick commerce is relatively small, Q-Commerce businesses can drive sales for their most profitable product lines. There is a potential for greater margins because wealthier demographics often require convenience. For instance, time-stranded professionals value convenience over discounts. 

    c. Customer experience is paramount

    With quick commerce, retailers can meet customer expectations and exceed them, fostering brand loyalty. Quick commerce addresses customer pain points such as running out of food before a small party or getting a birthday present for your friends. It can simply help people who cannot make it to the shop or stock up essentials.

    5. How to implement Quick Commerce

     quick delivery
    Implementation of Quick Commerce

    a. The need for local hubs

    To pack and deliver products in under an hour, businesses must be located close to the customers. Therefore, quick commerce relies on local warehouses that can serve customers in immediate proximity. Since the duration of two-wheelers is less likely to be impacted by heavy traffic or parking spaces, delivery services employ riders to deliver products.

    b. Ensure you have the right analytics in place

    Another essential part of running a quick commerce business is to have a web or phone application that can facilitate online ordering and offer accurate stock information to customers. Q-Commerce businesses also need a real-time inventory management tool that will provide insights into stock levels and allow for quick reordering and redistribution of products. This will also prevent deadstock and stockouts. 

    DataWeave’s Food Delivery Analytics product suite helps companies to increase order volumes, understand inventory, and optimize prices. It also provides access to discounts, offers, delivery charges, inventory, and final cart value across all your competitors. 

    c. It’s all about stock availability & assortment

    Q-Commerce in the Grocery Delivery space is excellent for specific product niches like packed or fresh foods and vegetables, drinks, gifts, cosmetics, and other CPG products that customers use every day.

    The stock assortment is as important in the Food Delivery space with restaurant chains like McDonald’s or Burger King that generate as much as 75% of their sales from online orders. These businesses have to make sure they’re carrying the most in-demand product assortment there is. 

    Conclusion

    same day delivery
    Same Day Delivery

    The rise of quick commerce represents the next big change in eCommerce, accompanied by a shift in consumer behavior towards online grocery shopping and food ordering. When positioned with proper assortment and pricing, instant delivery services can allow Q-Commerce businesses to capture the influx of consumers looking for speedy delivery. By tapping into big data from quick commerce markets, Q-Commerce businesses can gain insights into consumer demands. 

    If you’re a Q-Commerce business in the Food Delivery or Grocery Delivery space, reach out to our experts at DataWeave to learn how our solutions can help you understand the best Pricing Strategy, Delivery Time SLAs, Assortment Mix you need in order to successfully sell on Q-Commerce platforms. 

  • Beauty & Grooming Brands that are dominating on Amazon India

    Beauty & Grooming Brands that are dominating on Amazon India

    Growing awareness of personal hygiene and changing lifestyles has contributed to a significant development of India’s cosmetics, beauty, and personal care products. The Indian cosmetic industry reached a value of USD $26.1 bn in 2020. The major boom in sales is because of rising digitization, social media marketing, and the advent of eCommerce beauty platforms. However, the increase in demand and technological advancements has led to a competitive landscape for Indian and international brands competing for digital and physical channels. As of February 2019, 18.92% of respondents spent between 700 to 1700 rupees, and 43.9% spent up to 700 rupees monthly on cosmetics and personal care products in India.

    Personal care products in India
    Monthly spend on Personal Care Products in India

    Shattering stereotypes and gender norms, India is also seeing a revolution in the male grooming industry, which is expected to reach INR 319.82 bn by 2024. The D2C market is expanding beyond metropolitan cities, and at present both D2C brands and startups have launched over 177 new products for men. “We realized there is an opportunity to create India’s first experiential brand exclusive for men,” says Hitesh Dhingra, Co-founder, The Man Company. He adds ecommerce business has grown almost by 200 percent. In a similar vein, Shantanu Deshpande, founder, and CEO, Bombay Shaving Company, concurs and adds the pandemic boosted online sales. He says that it has become easier for the company to compete with big brands on marketplaces like Amazon and Flipkart.

    With the onset of the pandemic, it has become more and more important for these D2C brands to have a strong digital presence and an even stronger Digital Shelf when selling on platforms like Amazon, Flipkart, Nykaa, and the likes. On these marketplaces, brands need to track critical KPIs like product discoverability, stock status & availability, reviews and ratings, pricing & promotions to make sure they’re optimizing product performance across all online channels to amplify their eCommerce growth. 

    So which beauty and grooming brands and categories have a strong Digital Shelf and are dominating on Amazon? Let’s take a look. 

    Men's Grooming Brands and Categories Categories
    Men’s Grooming Brands and Categories

    Methodology

    • We tracked the first 250 products on Amazon against certain keyword searches specific to India’s Beauty & Grooming space. 
      – Keywords specific to women’s grooming: anti-aging Cream, Face Mask, Paraben-free Shampoo, Onion Hair Oil, Body Wash, Moisturizer
      – Keywords specific to male grooming: Beard Oil, Hair Wax for men, Shaving Cream, After Shave Lotion, Beard Trimmer
    • Share of Search (SoS) – The percentage of products that appeared on the search results page on Amazon belonging to a brand against a specific keyword or category. 
    • Data Scrape time period: From 14th Oct 2021 to 10th Nov 2021

    THE BEAUTY IS IN THE DATA

    On Amazon, brands use sponsored ads to increase visibility and drive more sales. When we looked at the product category with the most aggressive ad spends, products in the men’s grooming category came out on top and had the maximum number of sponsored products. 26% of beard trimmers were sponsored, followed by Beard Wax and Beard Oil at 25%. During the lockdown, more men started searching online for new products and watching instructional videos on how to groom their beards or how to get a salon-like shave at home. Demand for razors and trimmers is up by 50% compared to last year,” said Sidharth S Oberoi, founder and CEO, LetsShave. In contrast, we saw that only 11% of after-shave lotions and 15% shaving creams were discounted. 

    Sponsered Items per Product Category
    Percentage of Sponsered Items per Product Category

    For women, we saw a similar trend. 24% of products in the Paraben-free Shampoos and Onion Oil category was sponsored. In contrast, only 5% of anti-aging creams were sponsored. Additionally, 21% of products in the face mask category and 23% in body wash were sponsored. 

    Competition is fierce in these categories, making an artificial boost necessary for increasing discoverability. In fact, we saw that the competition was the fiercest in the face mask category, which had the highest “1st Page Change Rate.” It is an indicator of how much the results on the 1st page for a particular keyword change from time to time. This reflects higher competition and brands constantly updating their digital shelf KPIs to ensure their products appear on page 1. One of the biggest reasons why brands need to constantly gauge their online visibility is to track their sponsored & organic ranking compared to competitors.

    Driving sales using a smart Discounting Strategy

    Price can play a big role in the final purchase decision. So we looked at two things wrt price across all these beauty & grooming products.

    • Which product Category had the maximum number of products on discount? 
    • … & how large were these discounts? 
    Products on Discount
    Percentage of Products on Discount

    We saw that almost 55% of products in the body wash category & 46% of anti-aging creams were available at a discount. Beard Oil & Onion Hair oil had the least number of products discounted at 29% each.

    Magnitude of Discount
    Magnitude of Discount

    How high were these discounts? Let’s take a look.

    The highest discount was seen in the beard oil and moisturizer category, with an average discount of 17% across all products. The average discount trend across most product categories ranged between 14 to 17%, so we did see some consistency there.

    Digital channels provide transparent insights into pricing & promotions, which is why customers are constantly comparing prices across various brands before making a purchase. This is why it is crucial for brands to remain competitive by tracking & comparing promotional strategies with those of their rivals. 

    To Review or Not to Review?

    Consumers worldwide don’t make a purchase decision without reading online reviews. Online reviews and ratings have become a significant milestone in the modern consumer shopping journey, and eCommerce brands can leverage reviews as valuable sales tools. Given a choice between loyalty programs, discounts, reviews, and free shipping, online shoppers say reviews are the most important factor while making a purchase. Consumers trust user-generated content (UGC) more than product information and videos created by brands.  

    Number of  Reviews per  Product Category
    Number of Reviews per Product Category

    We looked at product reviews to check consumers of which categories are actively sharing their experience and found that three categories stood out — beard trimmers, moisturizers, and paraben-free shampoo. At the same time, beard oil was the product category with the least number of reviews. 

    Companies can build consumer trust by identifying and acting on negative feedback. But in order to do that, they first need to de-code and understand the collective sentiment behind these reviews. DataWeave’s AI-Powered solutions can help brands break down & analyze online reviews and give them a wealth of insights to enrich their market research as well as create a seamless customer experience.

    UNDERSTANDING THE COMPETITION ON AMAZON

    When selling on Amazon, brands need to make sure shoppers find their products with ease. Keyword searches are the top ways consumers discover and find products across eCommerce sites. We tracked search visibility for the following keywords to see which brands had the highest share of search and appeared on the 1st page on Amazon. 


    Be in any product category – moisturizers, shampoo, anti-aging cream, Mamaearth & WOW featured against most keywords, showing popularity among customers. WOW Skin Science raised $50 million in April 2021, and Mamaearth raised $50 million in July 2021. These two fresh-faced brands have built credibility among health- and environment-conscious users. They are big competitors when it comes to natural and toxin-free products. It’s their high product visibility in multiple categories that is likely leading to better discoverability, higher sales & increased valuation, and brand value. 

    Beauty and Grooming Brands
    Rankings of Top Brands in various cosmetic categories- (A)

    In the male grooming space, we observed that established brands like Nivea, Old Spice, and Park Avenue had a lower share of search than new D2C brands like Beardo, The Man Company, Bombay Shaving Company, and Ustraa. Here’s clear proof of concept that brands need to evolve and adapt their Digital Shelf to selling online if they want to beat the competition

    Beauty and Grooming Brands
    Rankings of Top Brands in various cosmetic categories– (B)

    Who were the Amazon Bestsellers?

    Products on Amazon that have the highest sales in their respective categories are called Amazon Bestsellers. The Amazon Bestsellers rank is based on product sales and sales history where the list undergoes an hourly update. The bestseller ranking or bestseller badge is available in the product information section on the product page. The rankings are determined by comparing sales and historical data with products in the same category or subcategory. 

    Brands can make it to Amazon’s bestseller list by optimizing their listings, encouraging reviews, and listing products in the relevance of categories. Although Amazon does not consider reviews for product ranking, they help users convince them to buy your product. 

    Here are the Brands we say that made it to #1 on the Amazon BestSeller List for the following product categories.

    Amazon Bestseller List
    Amazon Bestseller List

    Gillette made it to the top in the aftershave lotion and shaving cream category, while D2C brands Ustraa made its mark bearing number 1 on Amazon Bestseller list for hair wax for men and beard oil. 

    Amazon Bestseller List
    Amazon Bestseller List

    Products from Nivea and L’Oreal made it to #1 seller in 2 categories each. Interestingly, in the Paraben-Free shampoo category, when D2C brands like WoW, Mamaearth have a stronger value proposition, traditional brand L’Oreal had the best-selling product. 

    L’Oreal must’ve pulled various levers and built a robust Digital Shelf to get to the top – from optimizing their content, ensuring product availability, tracking ratings and reviews, and proper competitive pricing. 

    Conclusion

    An increase in new D2C brands in popular and trending categories has led to increasing competition. Unless a brand can position itself in front of the target audience and command their attention right away, another brand can step in and grab the sale. Do you know if your brand is prepped and ready to make an impact on marketplaces like Amazon? Or simply just wondering if your Digital Shelf is optimized with the right price, discounts, reviews, and keywords? Our team at DataWeave can help! Reach out to our Digital Shelf experts to learn more!

  • 2021 Cost-Push Inflationary Trends Ran Rampant, Impacting Holiday Discounts

    2021 Cost-Push Inflationary Trends Ran Rampant, Impacting Holiday Discounts

    Business has been anything but usual this holiday season, especially in the digital retail world. The holiday hustle and bustle historically seen in stores was once again occurring online, but not as anticipated given the current strength of consumer demand and the reemergence of COVID-19 limiting in-store traffic. While ‘Cyber Weekend’, Thanksgiving through Cyber Monday, continues to further its importance to retailers and brands, this year’s performance fell short of expectation due to product shortages and earlier promotions that pulled forward holiday demand.

    Holiday promotions were seen beginning as early as October in order to compete with 2020 Prime Day sales, but discounting, pricing and availability took an opposite direction from usual. This shift influenced our team to get a jump start on our 2021 digital holiday analysis to assess how drastic the changes were versus 2020 activity, and to understand how much of this change has been influenced by inflationary pressures and product scarcity.

    Scarcity Becomes a Reality

    Our initial analysis started by reviewing year-over-year product availability and pricing changes from January through September 2021, leading up to the holiday season, as detailed in our 2021 Cyber Weekend Preliminary Insights blog. We reviewed popular holiday categories like apparel, electronics, and toys, to have a broad sense of notable trends seen consistently throughout various, applicable marketplaces. What we found was a consistent decline in product availability over the last six months compared to last year, alongside an increase in prices.

    Although retailers significantly improved stock availability in November and early December 2021, even digital commerce giants like Amazon and Target were challenged to maintain consistent product availability on their website as seen below. While small in magnitude, there is also a declining trend occurring again closer toward the end of our analysis period, post Cyber Weekend, across all websites included in our analysis.

    Inventory Availability 2021 Holidays
    Source: Commerce Intelligence – Product Availability insights for Home & Garden, Jewelry & Watches, Clothing & Shoes, Bed N Bath, Lighting & Ceiling Fans categories

    Greater Discounts, Higher Prices?

    With inflation at a thirty-nine year high, retailers and manufacturers have realized they can command higher prices without impacting demand as consumers have shown their willingness to pay the price, especially when threatened by product scarcity. Our assessment is that while some products and categories have responded drastically, manufacturers’ suggested retail prices (MSRPs) have increased nearly seven percent on average from January to December 2021. MSRP adjustments are not taken lightly either, as this is an indication increased prices will be part of a longer-term shift in product strategy.

    2021 MoM Retail Inflation Tracker
    Source: Commerce Intelligence – Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Amazon.com & Target.com each month in 2021 comparing price increases from January 2021 base

    Our 2021 pre-Cyber Weekend analysis reviewed MSRP changes for select categories (Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion) on Amazon and Target.com, and found around forty-eight percent of products on Amazon and thirty-five percent of products on Target.com have increased their MSRPs year-over-year, but kept pre-holiday discount percentages the same.

    Looking more specifically as to what year-over-year changes occurred on Black Friday in 2021, we observed MSRPs increasing across the board for all categories at various magnitudes. This indicates why 2021 discounts appeared to be greater than or equivalent to 2020 for many categories, when in reality consumers paid a higher price than they would have in 2020 for the same items.

    2021 Black Friday MSRP Increases
    Source: Commerce Intelligence – MSRP Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Black Friday November 27th, 2021, versus average MSRP pricing for the same SKU count from November 20-26th 2021

    On Amazon.com, categories like health & beauty have already increase MSRPs by a much greater percentage and magnitude versus Target.com leading up to and during Black Friday 2021, while other categories like furniture have increased MSRPs evenly on average across both retail websites. The below chart cites a few specific examples of year-over-year SKU-level MSRP, promotional price, and discount changes within found within the electronics, furniture, fashion, and health & beauty categories.

    Black Friday 2021 vs. 2020 SKU-level Price Changes
    Source: Commerce Intelligence – MSRP Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Black Friday November 27th, 2021, versus average MSRP pricing for the same SKUs on Black Friday November 26th, 2020.

    Fewer, but Deeper Discounts

    From October through early November 2021, fewer products were discounted compared to this same period in 2020, and the few that were saw much deeper discounts apart from the home improvement category. The most extreme example we saw in discounts offered was within furniture where only three percent of SKUs were on discount in 2021 compared to twenty-six percent in 2020. Interestingly, the magnitude of discount was also higher pre-Cyber Weekend 2021 versus 2020, but this trend was not exclusive to furniture and was also seen within electronics, health & beauty, and home improvement.

    Pre-Black Friday 2021 and 2020 SKUs on Discount and Magnitude
    Source: Commerce Intelligence – Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Amazon.com & Target.com Pre-Black Friday average selling price during November 20-26th 2021 versus average selling price from November 13-19th 2021 compared to Pre-Black Friday average selling price during November 19-25th 2020 versus average selling price from November 12-18th, 2020.

    Within the furniture category, the subcategories offering the greatest number of SKUs with price decreases on Black Friday 2021 were rugs by a wide margin, followed by cabinets, bed and bath, and entertainment units, but the magnitude of discounts offered were all under twenty percent.

    2021 Black Friday Furniture Category Price Decreases
    Source: Commerce Intelligence – Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Amazon.com and Target.com on Black Friday November 27th, 2021, versus average pricing for the same SKUs from Pre-Black Friday November 20-26th 2021 and Black Friday November 26th, 2020, versus average pricing for the same SKUs from Pre-Black Friday November 19th-25th 2020

    Accounting for this phenomenon could have been retailers’ attempts to clear inventory for SKUs which hadn’t sold even during the period of severe supply chain shortages. With more products selling at higher prices this year, retailers were also able to use fewer SKUs with greater discounts to attract buyer in hopes of filling their digital baskets with more full-priced goods, helping to protect margins heading in to Cyber Weekend. Scarcity threats also encouraged consumers to buy early, even when not on promotion, to ensure they would have gifts in time for the holidays.

    The same trends seen pre-Cyber Weekend 2021 were also seen on Black Friday with a year-over-year decrease in the percentage of SKUs offered on discount versus 2020, and steeper price reductions for the discounted products which can also be attributed to the increase in MSRPs.

    Black Friday 2021 and 2020 SKUs on Discount and Magnitude
    Source: Commerce Intelligence – Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Amazon.com and Target.com on Black Friday November 27th, 2021, versus average pricing for the same SKUs from Pre-Black Friday November 20-26th 2021 and Black Friday November 26th, 2020, versus average pricing for the same SKUs from Pre-Black Friday November 19th-25th 2020

    2021 Black Friday Price Increases?

    We all know Black Friday is all about price reductions, discounts and deals and so it’s rare to see actual price increases, yet for Black Friday 2021, trends ran counter to this. We observed price increases across all categories for around thirteen to nineteen percent of SKUs, with an average price increase of around fifteen percent in 2021 versus an average of only two percent in 2020.

    SKUs with Price Increases Black Friday 2021 and 2020
    Source: Commerce Intelligence – Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Amazon.com and Target.com on Black Friday November 27th, 2021, versus pricing for the same SKUs from Pre-Black Friday November 20-26th 2021 and Black Friday November 26th, 2020, versus average pricing for the same SKUs from Pre-Black Friday November 19th-25th 2020

    At an account level, we noticed a few interesting differences happening on Black Friday 2021 versus 2020 regarding category price changes. On Target.com, almost ninety percent of the bed and bath SKUs analyzed had a price change on Black Friday in 2021 versus 2020 with eighty-two percent presenting a higher price year-over-year versus only around seven percent showing a decrease, where on Amazon nearly forty-four percent of bed and bath SKUs showed an increase in price and around thirty-eight percent showed a decrease. Except for the health and beauty category on Target.com, more than half of the SKUs in each category saw a price increase on Black Friday versus a price decrease.

    2021 YoY Price Changes on Black Friday
    Source: Commerce Intelligence – Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Amazon.com and Target.com on Black Friday November 27th, 2021, versus average pricing for the same SKUs on Black Friday November 26th, 2020.

    The magnitude of year-over-year price changes seen on Black Friday 2021 was significant across all categories, but the magnitude of price increases found on Amazon.com within the health and beauty category outpaced the rest by far. We reviewed three hundred and sixty-five SKUs on Amazon.com within the health & beauty category and saw almost eighty-three percent of them had a price change with around thirty-one percent decreasing prices and around fifty-two percent increasing prices. This means that within the health & beauty category on Amazon.com, more than fifty percent of the SKUs tracked were sold at a one hundred and seventy-six percent higher price on average during Black Friday 2021 versus 2020.

    Magnitude of Black Friday 2021 Price Increases
    Source: Commerce Intelligence – Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Amazon.com and Target.com on Black Friday November 27th, 2021, versus average pricing for the same SKUs on Black Friday November 26th, 2020.

    The subcategories offering the greatest number of SKUs with price increases on Black Friday 2021 were cameras, followed by men’s fragrances, laptops, and desktops & accessories, but the magnitude of discounts offered were all under ten percent.

    2021 Subcategories with Price Increases during Black Friday
    Source: Commerce Intelligence – Pricing Insights for Bed & Bath, Electronics, Furniture, Healthy & Beauty, and Fashion categories on Amazon.com and Target.com on Black Friday November 27th, 2021, versus pricing for the same SKUs from Pre-Black Friday November 20-26th 2021 and Black Friday November 26th, 2020, versus average pricing for the same SKUs from Pre-Black Friday November 19th-25th 2020

    The Aftermath Post-2021 Cyber Weekend

    Extending this analysis beyond the holiday weekend, we analyzed price change activity from December third through the ninth across the top US retailers (chart below) and found that price decreases have been very minimal, comparatively speaking. Though there was a spike in number of price decreases from December 8th to the 9th, the percentage of SKUs with price decreases was still very low (less than three percent). We anticipate this trend will continue into 2022.

    SKUs with Price Decrease Post Cyber Weekend 2021
    Source: Commerce Intelligence – Pricing insights for Home & Garden, Jewelry & Watches, Clothing & Shoes, Bed N Bath, Lighting & Ceiling Fans categories

    A Sign of Things to Come

    A confluence of inflationary trends, product shortages and consumer liquidity have driven many marketplace changes to occur simultaneously. Government programs in the form of stimulus checks, have put extra money in consumers’ hands, and so they’ve been more willing to spend. That, coupled with the shock in the supply chain, has motivated people to buy far ahead of the 2021 holiday season. Hence, retailers have needed to rely much less on across-the-board discounts. Promotions have been more strategic – we’ve seen deeper discounts over fewer products, likely used to draw consumers in to buy certain items, and once they’re there, customers are buying everything else at a non-discount level. When these factors once again normalize, we could see a return to the “race to the bottom” that has occurred since the financial crisis of 2008-2009, but for once, retailers may be able to maintain some pricing power as the 2021 holiday shopping season played out.

    Even though performance was not as anticipated and holiday sales did not grow as rapidly as they did in 2020, Cyber Monday was still the greatest online shopping day in 2021. Through it all, retailers managed to keep their digital shelves stocked and orders filled in time for the holidays for the most part, running the risk of housing aged inventory if goods didn’t arrive in time. Despite predictions for steep promotions in January 2022, with supply chains still challenged and inflationary pressures still full steam ahead, we don’t anticipate much in the way of enhanced discounts to continue beyond the holidays.

    Access to these types of real-time digital marketplace insights can enable retailers and brands to make strategic decisions like how and when to address inflationary pressures, while also supporting many other day-to-day operations and help drive profitable growth in an intensifying competitive environment. Continue to follow us in the coming weeks for a detailed 2021 year-end review across more retailers and categories. Be sure to reach out to our Retail Analytics experts for access to more details regarding the above analysis.         

  • 6 Promotional Strategies for the Holiday Season

    6 Promotional Strategies for the Holiday Season

    For eCommerce companies, holidays are the busiest season of the year. Whether creating brand awareness with your marketing campaigns or freshening up your landing pages or finding new ways to segment & understand your customers, the list of tasks seems endless. It’s the time of the year when most people look forward to shopping for friends and family. 

    The holiday shopping season begins with Black Friday and Cyber Monday and leads to the December holidays, including Christmas and New Year. Consequently, proper planning and marketing are essential for a successful holiday season. 

    In fact, holiday sales during November and December are forecasted to be between $843.4B – $859B, up 10.5% over 2020, according to the National Retail Federation (NRF). For online stores specifically, sales are predicted to increase between 11% – 15% to a total of between $218.3B and $226.2B driven by online purchases.

    This guide will share eight promotional strategies retailers can use during the holiday season. We will also discuss how data analytics can help retailers improve their promotional strategies. 

    Using data analytics to guide promotional strategies

    Promotional Strategies
    Promotional Strategies

    Data is the foundation of every successful marketing campaign. Data analysis helps companies understand which graphics worked well and campaigns that generated the most revenue. Gathering data and running analysis helps companies improve their next marketing campaign. Retailers can also get deeper insights into campaigns/channels with the highest conversion rate or average order value (AOV).

    With data analytics, retailers can prioritize campaigns and channels that resonate the most with their customers this holiday season. But, it would be best to try more than one promotional strategy to ensure you double down on what works without placing all of your eggs in one Christmas-themed basket. 

    Here are four ways that data analytics can help guide promotional strategies:

    a. Customized alerts for listing pages

    Data analysis helps retailers determine if certain products are out of stock on their rival’s website and adjust their own pricing accordingly. It allows retailers to grab market share for trending items. For example, if you get an out-of-stock alert for a particular product at competitors’ stores, you can invest more in advertising that product on your online store. In addition, customized alerts keep retailers informed about their inventory status, allowing them to plan promotions and ads. They can see which products are becoming commoditized due to intense competition and which ones offer better revenue opportunities. 

    Learn how DataWeave can help retailers track their competitor’s stock and inventory status.

    b. Maximize conversions by tracking product trends

    Assortment Analytics
    Assortment Analytics

    Customers are always looking for products that are currently trending. With assortment analytics, eCommerce companies can get insights into hot trends, allowing them to stock in-demand categories and products. Integrating assortment analytics with AI-powered image analytics can also provide insights into attributes that are popular among customers. By filling gaps in their current assortments, retailers can improve conversion rates and increase revenue. 

    Here’s a case study on how DataWeave helped Douglas, a luxury beauty retailer in Germany boost sales by building an in-demand product assortment 

    c. Monitor competitor promotions

    Promotional Insights
    Promotional Insights

    With increased competition and consumer demand for deals, it has become important for retailers to monitor their competitor’s promotions. Monitoring promotions helps retailers to optimize their ad spend accordingly. AI-powered image analysis tools can capture important information from competitors’ ad banners and deliver insights into metrics that are working to deliver sales. 

    Here’s how DataWeave can help retailers make their marketing magnetic with competitive promotional insights

    d. Optimize margins with a data-driven pricing strategy 

    Pricing Intelligence
    Pricing Intelligence

    It has become challenging to price products in recent years since digital tools enable price transparency across channels. Although this trend is excellent for consumers, it makes competition fierce for retailers. A data-driven pricing strategy incorporates a variety of factors, including industry needs, competitor analysis, consumer demand, production costs, and profit margins. 

    With data-driven competitive pricing, retailers can keep pace with the changing eCommerce environment with real-time pricing updates. It also helps them optimize margins and quickly respond to changes in prices on rival stores. 

    Promotional Strategies for the Holiday Season

    a. Virtual Webrooms

    When customers want to see a product in-person, they go to a store showroom. It helps them make a purchase decision. However, with the Internet, eCommerce companies can bring this tactic online. The only difference between showrooming and webrooming is that the former takes in-person, whereas the latter happens digitally. Webrooming grew in popularity during the COVID-19 pandemic. Instead of spending weekends browsing stores, consumers took to the Internet for most of their product research.

    A webroom allows customers to explore products from every angle, providing them with the complete in-person showroom experience online. Webrooming is a powerful holiday marketing strategy, especially regarding expensive purchases. Customers prefer to understand how the product will look. However, building a webroom is extensive and requires retailers to hire developers and professional photographers.

    Webrooms allow retailers to share their collections, schedule virtual appointments, share 3D product images, set up virtual fitting rooms for clothing products, and accept purchase orders. For example, in 2015, Tommy Hilfiger launched its first digital showroom in Amsterdam to improve sustainability and minimize its carbon footprint. Through remote wholesale selling and digital product creation, a digital showroom helped Tommy Hilfiger transform the buying journey and retail value chain.

    b. Loyalty-rewarding sales and perks

    Loyalty Rewarding
    Customer Loyalty

    Consider building customer loyalty during your holiday promotions. First, encourage your holiday shoppers to become loyal customers by offering bonus rewards, contests, or giveaways when they sign up for your loyalty program. You can encourage them to purchase right away by providing instant discount coupons or points for a reward to redeem on their next purchase. For maximum impact, you should run this promotion throughout the holiday season. 

    Second, you should attract your current loyalty program members with discount codes. Offer free shipping or provide a one-day-only discount code to ensure your customers choose you during their last-minute purchases. With these rewards, you’ll attract customers who are window shopping and simultaneously bring your loyal customers back throughout the holiday season.

    c. Charitable Tie-Ins

    AmazonSmile
    AmazonSmile

    Research shows that customers are four times more likely to purchase from brands with a strong sense of purpose. With the festive season being the time of giving, working with a charity and giving back to your community is a great way to reach out to customers. 

    After a tough one and half years because of the pandemic, people want to give back and help those in need this holiday season. You can partner with a non-profit and run campaigns that allow customers to give back. It’s also great for sharing your brand mission with your customers. For instance, Amazon allows customers to shop from AmazonSmile, which donates 0.5% of their eligible Charity List purchases to a selected charity, at no extra cost to the customers. 

    Consider partnering with an organization within your industry. For example, you can pair up with a non-profit that collects and gives clothes to the needy if you sell clothes. You can involve customers by asking them to exchange old dresses for coupons or cash discounts. 

    d. Omni-channel customer experience

    Omni-channel marketing provides customers with a seamless, consistent, and cohesive experience over multiple marketing channels. Omnichannel marketing aims to provide a meaningful and cohesive experience that inspires your customers to make a purchase. Unlike multichannel marketing, this strategy puts the customer at the center of marketing campaigns and elevates the cross-channel customer experience. 

    Omnichannel shoppers spend 10% more money and purchase 15% more items than the original shoppers. eCommerce companies can use historical data to analyze successful channels and create a more transparent marketing strategy for the holiday season. Omnichannel analytics will provide a holistic picture of customer data that will help retailers to better meet the customer’s requirements and predict inventory. 

    e. Buy now, pay later (BNPL)

    Buy Now Pay Later
    Buy Now Pay Later (BNPL)

    Technically, buy now, pay later isn’t a promotional idea since your customers will still be paying the full price. However, BNPL allows them to delay their payments and not pay in full right away at checkout. Buy now, pay later needs to be on every eCommerce company’s holiday promotions plans. Various retailers, including Walmart, offer affordable monthly payments at the pace of 3 to 24 months with Affirm. Target also has a similar scheme with Sezzle and Affirm. Whereas Sephora and Macy’s offer 4 interest-free payments with Klarna.

    BNPL is especially popular with millennials and Gen Z shoppers and will factor into their 2021 holiday shopping plans. Research showed 62% growth in the use of buy now, pay later service in consumers aged 18 to 24. Giving customers a means to manage their budgets during holidays while still taking home their purchases will attract more customers. While the customer doesn’t pay the full price right away for their purchase, businesses still get the total worth of the item. In the eCommerce industry—nearly 50% of BNPL users say they use it while shopping online, and among them, 45% use the service frequently.

    f. Buy One, Get One

    The last promotional idea is a classic buy one, get one offer. Everyone likes a good BOGO promotional offer. In fact, 66% of shoppers from a survey preferred BOGO over other promotions. It’s a win-win promotional strategy for retailers and customers. With this offer, people shop and stock up on gifts for their friends and family, while retailers make a more significant profit than 50% off sales. People prefer to get 100% off on a product over 50% on two items. 

    BOGO sales are best to move inventory by giving shoppers a deal they can’t pass up. If you have stocked up extra items during Black Friday, you can move those last-minute gifts as end-of-year BOGO sales, making room for new merchandise in January.

    Conclusion

    In this post, you saw that there’s more to holiday marketing than a few social media posts. eCommerce companies can use these holiday promotional ideas to offer Loyalty-rewarding sales and perks, buy now pay later service, and an omnichannel customer experience. Regardless of which strategies you’re using, remember that historical data analytics and early planning will play a significant role in increasing your sales and revenue. 

    Proper planning backed by insights into key metrics will help your team develop a one-of-a-kind holiday marketing strategy to drive your holiday sales upward. From sharing gratitude to offering personalized experiences, retailers have various options for promoting business this holiday season.

    Learn how DataWeave can help make sense of your and your competitor’s pricing, promotional, and assortment data this holiday season. Sign up for a demo with our team to know more.

  • Are Your Digital Shelves Prepared for Green Monday?

    Are Your Digital Shelves Prepared for Green Monday?

    Traditionally, retailers have staged multiple promotions between Black Friday and before Christmas Day to keep consumers excited about holiday shopping, so it’s easy to see why one more promotional day might fall into relative obscurity. As if ‘Early Start’ offers to Black Friday and extended ‘Cyber Weekend’ promotions weren’t enough to plan for, eBay added another day into the mix called ‘Green Monday’, much to the benefit of consumers, as it furthers the window of opportunity to secure a bargain during the holiday season. 

    Green Monday falls on the second Monday of December and has historically been one of the greatest sales days of the year for eBay, often attracting last-minute shoppers or those searching for last-minute deals. However, because of the 2021 Global Shipping Crisis, there is speculation that Green Monday may be the last chance this year to have items delivered in time for Christmas. For this reason, we believe it could turn into quite a fruitful event for participating retailers if it encourages procrastinating shoppers that traditionally spend closer to December 25th to buy earlier in the season.

    This isn’t the first year retailers outside of eBay have offered Green Monday promotions, however. Our team has been actively monitoring activity on this day from 2017 through present, to not only assess which retailers participate in the event, but also to understand how the discounts may change surrounding the event. The categories monitored include Apparel (Clothing, Shoes & Jewelry), Bed and Bath, and Home and Garden, and we’ve identified products offered on discount by comparing each applicable product’s price on Green Monday versus the most commonly seen price for the product offered throughout the month of December.

    Better Promotions Than Boxing Day

    Taking a closer look at 2020 Green Monday discounts within the categories and retailers analyzed, apart from Wayfair.com, we see all offered more SKUs on discount on Green Monday versus the days leading up to and out of the event. Kohls.com led the pack with around 93% of SKUs offered on discount, followed by Macys.com with 95%, and Wayfair.com with 83%. Overall, the number of SKUs on discount on Green Monday were greater than the SKUs offered on discount on Boxing Day, which is traditionally known as a great day to bargain shop.

    Source: DataWeave Commerce Intelligence – Promotional Insights tracking Apparel, Bed & Bath, and Home & Garden category product’s online price on Green Monday 2020 in the US versus regular prices for the same products in the month of December each year.

    What’s in Store for Green Monday 2021?

    The insights we’ve tracked over the last four years have not indicated any signs to an end for Green Monday any time soon. As we see it, for consumers it is an extremely convenient time to order holiday gifts, and for retailers it is a good time to build brand trust and loyalty by fulfilling last minute orders at a great value, in time for the holidays.

    Our prediction for the categories analyzed is to expect to see more retailers participate in Green Monday 2021 to a greater degree (more SKUs on sale and enhanced promotions). For retailers in this analysis, we would anticipate HomeDepot.com to enhance the number of offers to match 2020 competitive activity, and for Wayfair.com to look at increasing the number of offers on Green Monday versus the period leading into the event.

    If you are interested in learning more about the details behind this analysis or our Promotional Insights solution, be sure to contact us. We can help you evaluate the effectiveness of your holiday promotional spend with access to near real-time marketplace insights on the brands, categories, and products your rivals promote, including discounts, campaign frequency and duration and more.

  • How Brands Boost Sales & Satisfaction on Walmart.com

    How Brands Boost Sales & Satisfaction on Walmart.com

    The explosive growth of online shopping has forced brands to re-examine their e-commerce processes to stay competitive and profitable. In particular, out-of-stocks are a common, costly retail challenge, as product shortages frustrate online shoppers – and even prompt them to leave brands.

    According to McKinsey & Company, forty-eight percent of consumers switched to a different brand in 2020 because those products were in stock. Among these consumers, seventy-three percent plan to keep using the new brands, linking product availability gaps to the erosion of sales and loyalty. Conversely, brands with effective inventory planning and replenishment can keep items in stock, drive sales and improve the customer experience.

    Retailers like Walmart, collaborating with these brands to meet customer demand, are still facing inventory challenges but, as noted in 2021 Q3 earnings, inventory was up almost twelve percent year-over-year as they worked to stay ahead of increased holiday demand. They have also adjusted in-store operations to accommodate ever-growing e-commerce demands, especially within grocery-centric categories, as digital grocery buyers now amount to more than half the U.S. population.

    Maximizing Conversions with Category Insights

    Walmart’s dot-com strategy is paying off in spades, considering they surpassed Amazon as the leading U.S. grocery e-commerce retailer in 2020 and grew another forty-one percent in Q3, 2021. Our team has been actively tracking digital shelf analytic KPIs on Walmart.com to identify inventory and promotional performance improvement opportunities at a category level to support brands in capitalizing on these digital growth opportunities.

    The latest analysis is summarized below, reviewing average category availability and discount trends occurring each week of the month, from May to August 2021, at a category level. A recent report found the 29th of each month to be the busiest day for online sales because consumers often get paid at the end of the month, which made DataWeave analysts wonder:

    • Which categories are maximizing their growth potential on Walmart.com and where are the greatest opportunities for improvement during periods of increased demand?
    • How do increased demand periods (like payday) impact category online availability?
    • Are category promotions offered at the right times throughout the month to best support demand?

    When Seasonal Demand for Groceries and Payday Merge

    Across all Walmart.com food categories tracked, Week 5 – where payday commonly falls for most consumers, had the lowest average product availability, while Week 4 had the highest average product availability for all categories except Deli and Fruits and Vegetables. These findings may inspire Walmart’s brand partners to rethink their inventory and assortment planning, replenishment and even pricing efforts to maintain a healthy stock closer toward the end of the month to match higher demand.

    The categories with the greatest difference in average availability during Week 5 versus the rest of the month were Snacks & Candy, Beverages and Alcohol, indicating consumers consistently made these types of purchases closest to payday, when income was highest throughout the month. Seasonality is a secondary factor that influenced demand for these items given events like Memorial Day, Fourth of July, Summer Break, and Back-to-School shopping all took place during our analysis. Additionally, most holidays overlapped payday, which also furthered Week 5 demand.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average availability percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    Coupling availability with discounts allows us to consider whether consumers buy more in Week 5 due to high discounts or increased purchasing power, or both. In reviewing the average category discounts offered within the same grocery-centric categories analyzed above, we found almost every grocery category showed a higher discount in Week 5 compared to the rest of the month, except for Bread & Bakery and Alcohol.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average discount percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    Regarding Alcohol, during Week 4, when average availability was the highest, the average discounts offered were the lowest. This can indicate inventory was primed for payday shoppers (and the holidays of course). Bread & Bakery offers the greatest average discounts when inventory levels are lowest on average, indicating Week 3 is a great time to stock up, while Week 4 might be a great time to buy the freshest inventory.

    The greatest average discounts in Week 5 were in Snacks & Candy, Pantry and Fruits & Vegetables. Deeper discounts for Snacks & Candy in Week 5 may have helped brands compete for consumers’ disposable income despite being a discretionary category. Pantry brands’ discounts may have reflected a need to compete for shoppers’ attention. During this period, consumers were out of the house more and less likely to use these grocery staples compared to earlier lockdown periods and cooler months.

    Making Specialty Categories and Health a Priority for Online Shoppers

    Interestingly, the only two categories where inventory was higher in Week 5 versus all other weeks each month were ‘Special Diets’ foods and ‘Summer Flavors’, although ‘Special Diets’ foods consistently maintained the lowest level of average availability each week across all food categories analyzed. This consistent lack of inventory could indicate a great opportunity for brands to increase inventory for dietary products sold on Walmart.com.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average availability percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    The average availability for ‘Summer Flavors’ foods verifies brands are maintaining a solid replenishment strategy for these seasonal items, and a high likelihood consumers will happily find what they need to plan their Summer gatherings on Walmart.com. One alarming factor we found was the change in average discounts offered during Week 5 versus Weeks 1 through 4, indicating promotions surrounding payday may be driving sales volume versus organic demand.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average discount percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    Digital Growth Opportunity in Meal Kits and Kids’ Meals

    Two categories primed for growth, according to Statista, are meal kits and kids’ food and beverages. Their research indicates retail sales for kids’ food has grown steadily year-over-year since 2013, and a recent report also indicates meal kit sales are expected to more than double 2017 sales in 2022, reaching $11.6 billion in the U.S., spurred by pandemic-induced demand. A concerning find in our research indicates both categories, ‘Easy Meal Solutions’ and ‘Kid Friendly Foods’ on Walmart.com, showed great volatility when it comes to in-stock availability. For example, in Week 1, ‘Easy Meal Solutions’ had an average availability nearly half the average of the rest of the month (around nineteen percent versus nearly thirty-eight percent), and in Week 5, payday week, ‘Kid Friendly Foods’ saw the biggest drop in average availability compared to Weeks 1 through 4 (over sixty-seven percent versus seventy-five percent) indicating supply may not be keeping up with the heightened demand.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average availability percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    The heightened average discounts offered during Week 5 for ‘Baby’ and ‘Pets’ items indicate two categories consumers will most likely stock up on during payday.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average discount percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    Back to School Stock-Outs

    U.S. retail sales unexpectedly increased in August, likely boosted by back-to-school shopping and child tax credit payments. Meanwhile, product shortages and other supply chain issues slowed 2021’s back-to-school sales, possibly affecting school supplies’ and clothing availability on Walmart.com. According to our analysis, the average product availability in Walmart.com’s school supplies category fell from over sixty-two percent during Weeks 1 through 4 to nearly forty-two percent in Week 5.

    Warmer weather, seasonal events, reduced lockdowns, and vaccination efforts led more Americans to resume in-person socializing, giving reason to update their spring and summer wardrobes. In July, Forbes shared that three-quarters of shoppers are purchasing apparel, accessories and shoes the most. On average, only around sixty-three percent of clothing items were available on Walmart.com during Weeks 1 through 4. However, in Week 5, that figure plummeted to just over thirty-eight percent, the most significant drop among all categories.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average availability percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    Demand for new fashion remained high throughout this period, seemingly fueled organically, as only moderate additional discounts took place in Week 5, and although the average discount on school supplies was only around twenty-seven percent during Weeks 1 through 4, it surged to just over forty-seven percent in Week 5. Generous additional discounts in Week 5 may have inspired online shoppers to shift spending from clothing to school supplies in late July and August ahead of students’ return to the classroom.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average discount percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    Prioritizing Product Availability with Digital Advertising Strategies

    Seventy-eight percent of B2C marketers increased their 2021 digital advertising spend to fuel online product discoverability (Share of Search), and sales and market share, but out-of-stock experiences simultaneously surged 172% this year from pre-pandemic levels. Paying for ads that drive traffic to your out-of-stock products can be as detrimental to your brand as a bad user experience. Our review of the ‘Featured Products’ sold on Walmart.com show consistent, low-levels of product availability each week throughout the months reviewed.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average availability percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    Additionally, the average discount offered on these products tended to be higher than most other categories reviewed, indicating brands participating in the featured product section of the website were not only investing in digital ads, but also doubling down with promotional activity as well.

    Source: DataWeave Digital Shelf Analytics for Brands – Category average discount percentages from May to August 2021 between Week 1 (the 1st to the 7th day of the month) and Week 5 (the 29th, 30th and 31st day of the month).

    How Brands can Replenish Their Digital Shelf

    It is well known just how important it is to have products available during the right time of day, week, month, or season to improve customer satisfaction rates, but with your e-commerce store open 24/7 and omnichannel fulfillment strategies in place, it drastically changes the way in which strategic execution is prioritized for a retailer to reduce basket abandonment and for brands to build loyalty.

    Our greatest takeaway from this analysis is realizing how crucial it is for brands to proactively track product availability and competitive pricing insights to stay ahead of the curve and achieve their digital growth goals. Early visibility to stock replenishment could help brands align with heightened cyclical and seasonal demand to avoid out-of-stocks and grow e-commerce sales.

    This is why more leading brands now rely on our Digital Shelf Analytics solutions, including Pricing and Availability insights, to keep eCommerce planning agile, to maximize online conversions, and ultimately maintain shopper satisfaction and loyalty.

  • Top 7 AI tools for your eCommerce business

    Top 7 AI tools for your eCommerce business

    The 2020 global health crisis sped up the adoption of omnichannel shopping and fulfillment. Consumers spent $791.70 billion online with U.S. merchants in 2020, a 32.4% rise compared to 2019. To keep up with this digital shift, offline businesses have substantially moved investments to online infrastructures for everything from e-commerce platforms, product recommendations, inventory management, and communications. AI tools for eCommerce have played a major role in helping businesses in the digital shift. 

    However, the benefits of setting up e-commerce stores are potentially outweighed by the increased costs. As markets transition to online retailers, they must learn to efficiently collect, secure, and analyze data coming in from multiple sources. Strategically approaching the data problem with artificial intelligence (AI) can help better serve customers, gain a competitive advantage, and drive loyalty.

    In this blog, you will learn about seven data and AI tools for eCommerce businesses:

    Seven data and AI tools for eCommerce businesses
    Seven Data and AI tools for eCommerce businesses

    1. Data Warehouse

    Data is the one advantage that eCommerce merchants and marketers have over brick and mortar retailers. When buyers are from the internet, eCommerce retailers can collect data and measure almost every aspect of their interactions. However, that advantage is worthless unless there is a system to make sense of the data they collect. Companies assume that they have a sound system in place. But, what they have is a network of silos. In such a system, data sticks to different platforms like Google Analytics, Shopify, or Klaviyo and can’t move to deliver valuable insights. Funneling all your data into a single location for your eCommerce stores is the right way to go. Data warehouses centralize and merge a plethora of data from various sources, helping organizations to derive valuable business insights and improve decision-making. 

    Data Warehouses support real-time analytics and ML operations quickly & are designed to enable and support business intelligence (BI) activities like performing queries and analysis on a colossal amount of data. Data could range from customer-related data, product or pricing data, or even competitor data. 

    However, the time needed to gather, clean, and upload the data to the warehouse is a time-consuming process. Here’s where DataWeave’s AI-Powered Data Aggregation & Analysis Platform can help! Get critical insights on your competitor’s pricing, assortment, and historical sale trends with a real-time dashboard. Build a winning eCommerce strategy with market intelligence without the need to store your data. 

    2. Data Lake

    Data Lake

    A data lake is a centralized repository that can store structured and unstructured data at any scale. Companies don’t have to provide a schema to the data before storing it, but they still can run different analytics and ML-related operations. However, it takes more time to refine the raw data and then analyze or create ML models for predictions. 

    An Aberdeen survey saw businesses implementing a Data Lake outperforming similar companies by 9% in organic revenue growth. The organizations that implemented Data Lake could perform various analytics over additional data from social media, click-streams, websites, etc. A Data Lake allows for the democratization of data and the versatility of storing multi-structured data from diverse sources, improving insights and business growth. 

    eCommerce businesses can collect competitors’ data in data lakes like their popular products, categories, landing pages, and ads. Analyzing competitors’ data helps retailers price their products correctly, helps with product matching, historical trend analysis, and much more. However, data lakes can also be used to store consumer data such as who they are, what they purchase, how much they spend on average, and how they interact with a company. Successful retailers leverage both competitor and consumer data to understand their consumers better, what brands to carry, how to price each product, and what categories to expand or contract. Retailers also store identity data such as a person’s name, contact information, gender, email address, and social media profiles. Other types of data stored are website visits, purchase patterns, email opens, usage rates, and behavioral data. 

    The major challenge with a data lake architecture is that it stores raw data with no oversight of the contents. Without elements like a defined mechanism to catalog and secure data, data cannot be found, or trusted resulting in a “data swamp.” Consequently, companies need teams of data engineers to clean data for data scientists or analysts to generate insights. This not only increases the turnaround time of gaining valuable information but also increases operational costs.

    However, you can rely on platforms like DataWeave that stores competitor pricing & assortment information at a centralized location. You can leverage intelligently designed dashboards to get real-time insights into the collected data and make data-driven decisions without the need for storing, cleaning, and transforming the data.

    3. Data Ingestion & ETL

    To churn out better insights, businesses need access to all data sources. An incomplete picture of data can cause spurious analytic conclusions, misleading reports and inhibit decision-making. As a result, to correlate data from multiple sources, data must be in a centralized location—a data warehouse or a data lake. However, extracting and storing information into these systems require data engineers who can implement techniques like data ingestion and ETL.

    While data ingestion focuses on getting data into data lakes, ETL focuses on transforming data into well-defined rigid structures optimized and storing it into a data warehouse for better analytics workflows. Both processes allow for the transportation of data from various sources to a storage medium that an organization can access, use, and analyze. The destination can be a data warehouse in the case of ETL and a data lake in case of data ingestion. Sources can be almost anything from in-house apps, websites, SaaS data, databases, spreadsheets, or anywhere on the internet.

    Data ingestion & ETL are the backbones of any analytics/AI architecture since these processes provide consistent and convenient data, respectively. 

    4. Programming languages

    Programming languages

    Programming languages are tools used by programmers to write instructions for computers to follow since they “think” in binary—strings of 1s and 0s. It serves as a bridge that allows humans to translate instructions into a language that computers can understand. Some common and highly used programming languages for building AI models are Python and R.  

    While Python is the most widely used language for training and testing models, R is mostly embraced for visualizations and statistical analysis. However, to productize the ML models, you would require Java programming language so that models can be integrated with your websites to provide recommendations.

    5. Libraries/AI frameworks

    An AI framework is a structure that acts as a starting point for companies or developers to add higher-level functionality and build advanced AI software. A framework serves as a foundation, ensuring that developers aren’t starting entirely from scratch.

    Using AI frameworks like TensorFlow, Theano, PyTorch, and more saves time and reduces the risk of errors while building complex deep learning models. Libraries and AI frameworks also assist in building a more secure and clean code. They future aid developers in simpler testing and debugging.

    Various open-source frameworks in the market also come with pre-trained models for specific use cases. Organizations can leverage off-the-shelf models and tweak with existing data to enhance the accuracy of the predictions.

    6. IDE & Notebooks tools

    IDE or Integrated Development Environment is a coding tool that allows developers to write and test their code more efficiently. However, notebooks are one of the most popular AI tools for organizations to execute analysis and other machine learning tasks. It offers more flexibility over IDEs in terms of exploratory analysis.

    All the features, including auto-complete, that IDEs or notebooks offer are beneficial for development as they make coding more comfortable. IDEs/Notebooks increase developers’ productivity by combining common software activities into a single application: building executables, editing code, and debugging.

    7. Analytics tools

    Competitive Pricing

    Data Analysis transforms raw data into valuable statistics, insights, and explanations to help companies make data-driven business decisions. Data analytics tools like PowerBI and Tableau have become the cornerstone of modern business for quickly analyzing structured and semi-structured data. 

    However, these platforms aren’t optimized specifically for the eCommerce industry. Consequently, you should embrace analytical tools particularly designed for eCommerce companies to make better decisions about product assortment, pricing, and promotions. With data analytics, companies can gain insights into the most popular and discoverable brands on their own and competitors’ platforms. Paired with attribute matching, competitive intelligence gives a deeper understanding of the latest trends and why certain products are popular with your customers. Some more meaningful metrics that retailers can track are discount gap, price gap, catalog strength, and product type gaps. 

    Competitive pricing is another benefit of data analytics with which retailers can identify gaps and keep up with actionable pricing insights. Retailers get to maximize profits and respond to demand by cashing in on insights into rivals’ pricing. With the right analytics tools, they can also track changes in pricing across crucial metrics such as matched products, recent price changes, highest price positions, stock status, and much more. 

    Analytics tools can also help eCommerce companies to capture information about competitors’ promotional banners through AI-powered image analysis. It can provide insights into how and where to spend promotional expenditure. 

    Conclusion

    This listicle discusses some of the AI and data tools commonly used by the eCommerce industry. Data analytics has become a popular method for retailers to understand their customers and boost productivity. Data analytics help companies improve customer experience, improve customer loyalty, generate insights, and advise on data-driven actions. Business intelligence tools can help companies monitor key performance indicators (KPIs), perform proper data analyses, and generate accurate reports. 

    Want to learn how DataWeave can help make sense of your and your competitor’s pricing, promotional, and assortment data? Sign up for a demo with our team to know more.

  • How Brands Can Outperform Rivals With Next-Gen Digital Shelf Analytics

    How Brands Can Outperform Rivals With Next-Gen Digital Shelf Analytics

    As eCommerce grows in complexity, brands need new ways to grow sales and market share. Right now, brands face urgent market pressures like out-of-stocks, an influx of new competition and rising inflation, all of which erode profitability. As online marketplaces mature, more brands need to make daily changes to their digital marketing strategies in response to these market pressures, shifts in demand, and competitive trends.

    eMarketer forecasts 2021 U.S. eCommerce will rise nearly 18% year-over-year (vs. 6.3% for brick-and-mortar), led by apparel and accessories, furniture, food and beverage, and health and personal care. The eCommerce industry is also undergoing fundamental changes with newer entities emerging and traditional business models evolving to adapt to the changed environment. For example, sales for delivery intermediaries such as Doordash, Instacart, Shipt, and Uber have gone from $8.8 billion in 2019 to an estimated $35.3 billion by the end of 2021. Similarly, many brands have established or are building out a Direct to Consumer (D2C) model so they can fully own and control their customer’s experiences.

    In response, DataWeave has launched the next generation of our Digital Shelf Analytics suite to help brands across retail categories directly address today’s costly market risks to drive eCommerce growth and gain a competitive advantage.

    Our new enhancements help brands improve online search rank visibility and quantify the impact of digital investments – especially in time for the busy holiday season.”  
    ~ Karthik Bettadapura, CEO and co-founder, DataWeave

    The latest product enhancements provide brands access to tailored dashboard views that track KPI achievements and trigger actionable alerts to improve online search rank visibility, protect product availability and optimize share of search 24/7. Dataweave’s Digital Shelf Analytics platform works seamlessly across all forms of eCommerce platforms and models – marketplaces, D2C websites and delivery intermediaries.

    Dashboard for Multiple Functions

    While all brands share a common objective of increasing sales and market share, their internal teams are often challenged to communicate and collaborate, given differing needs for competitive and performance data across varying job functions. As a result, teams face pressure to quickly grasp market trends and identify what’s holding their brands back.

    In response, DataWeave now offers executive-level and customized scorecard views, tailored to each user’s job function, with the ability to measure and assess marketplace changes across a growing list of online retail channels for metrics that matter most to each user. This enhancement enables data democratization and internal alignment to support goal achievement, such as boosting share of category and content effectiveness. The KPIs show aggregated trends, plus granular reasons that help to explain why and where brands can improve.

    Brands gain versatile insights serving users from executives to analysts and brand and customer managers.

    Prioritized, Actionable Insights

    As brands digitize more of their eCommerce and digital marketing processes, they accumulate an abundance of data to analyze to uncover actionable insights. This deluge of data makes it a challenge for brands to know exactly where to begin, create a strategy and determine the right KPIs to set to measure goal accomplishment.

    DataWeave’s Digital Shelf Analytics tool enables brands to effectively build a competitive online growth strategy. To boost online discoverability (Share of Search), brands can define their own product taxonomies across billions of data points aggregated across thousands of retailer websites. They can also create customized KPIs that track progress toward goal accomplishment, with the added capability of seeing recommended courses of action to take via email alerts when brands need to adjust their eCommerce plans for agility.

    “Brands need an integrated view of how to improve their discoverability
    and share of search by considering all touchpoints in the digital commerce ecosystem.”

    ~ Karthik Bettadapura, CEO and co-founder, DataWeave

    Of vital importance, amid today’s global supply chain challenges, brands gain detailed analysis on product inventory and availability, as well as specific insights and alerts that prompt them to solve out-of-stocks faster, which Deloitte reports is a growing concern of consumers (75% are worried about out-of-stocks) this holiday season.

    User and system generated alerts provide clarity to actionable steps to improving eCommerce effectiveness.
    You also have visibility to store-level product availability, and are alerted to recurring out-of-stock experiences.

    Scalable Insights – From Bird’s Eye to Granular Views

    DataWeave’s Digital Shelf Analytics allows brands to achieve data accuracy at scale, including reliable insights from a top-down and bottom-up perspective. For example, you can see a granular view of one SKUs product content alongside availability, or you can monitor a group of SKUs, say your best selling ones, at a higher level view with the ability to drill down into more detail.

    Brands can access flexible insights, ranging from strategic overviews to finer details explaining performance results.

    Many brands struggle with an inability to scale from a hyper-local eCommerce strategy to a global strategy. Most tools available on the market solve for one or the other, addressing opportunities at either a store-level basis or top-down basis – but not both.

    According to research by Boston Consulting Group and Google, advanced analytics and AI can drive more than 10% of sales growth for consumer packaged goods (CPG) companies, of which 5% comes directly from marketing. With DataWeave’s advanced analytics, AI and scalable insights, brands can set and follow global strategies while executing changes at a hyper-local level, using root-cause analysis to drill deeper into problems to find out why they are occurring.

    As more brands embrace eCommerce and many retailers localize their online assortment strategies, the need for analytical flexibility and granular visibility to insights becomes increasingly important. Google reports that search terms “near me” and “where to buy” have increased by more than 200% among mobile users in the last few years, as consumers seek to buy online locally.

    e-Retailers are now fine-tuning merchandising and promotional strategies at a hyper-local level based on differences seen in consumer’s localized search preferences, and DataWeave’s Digital Shelf Analytics solution provides brands visibility to retailer execution changes in near real-time.

    Competitive Benchmarking

    Brand leaders cannot make sound decisions without considering external factors in the competitive landscape, including rival brands’ pricing, promotion, content, availability, ratings and reviews, and retailer assortment. Dataweave’s Digital Shelf Analytics solution allows you to monitor share of search, search rankings and compare content (assessing attributes like number of images, presence of video, image resolution, etc.) across all competitors, which helps brands make more informed marketing decisions.

    Brands are also provided visibility into competitive insights at a granular level, allowing them to make actionable changes to their strategies to stay ahead of competitors’ moves. A new module called ‘Sales and Share’ now enables brands to benchmark sales performance alongside rivals’ and measure market share changes over time to evaluate and improve competitive positioning.

    Monitor competitive activity, spot emerging threats and immediately see how your performance compares to all rivals’, targeting ways to outmaneuver the competition.

    Sales & Market Share Estimates Correlated with Digital Shelf KPIs

    In a brick-and-mortar world, brands often use point of sale (POS) based measurement solutions from third party providers, such as Nielsen, to estimate market share. In the digital world, it is extremely difficult to get such estimates given the number of ways online orders are fulfilled by retailers and obtained by consumers. Dataweave’s Digital Shelf Analytics solution now provides sales and market share estimates via customer defined taxonomy, for large retailers like Amazon. Competitive sales and market share estimates can also be obtained at a SKU level so brands can easily benchmark their performance results.

    Additionally, sales and market share data can also be correlated with digital shelf KPIs. This gives an easy way for brands to check the effect of changes made to attributes, such as content and/or product availability, and how the changes impact sales and market share. Similarly, brands can see how modified search efforts, both organic and sponsored, correspond to changes in sales and market share estimates.

    Take Your Digital Shelf Growth to the Next Level

    The importance of accessing flexible, actionable insights and responding in real-time is growing exponentially as online is poised to account for an increasing proportion of brands’ total sales. With 24/7 digital shelf accessibility among consumers comes 24/7 visibility and the responsibility for brands to address sales and digital marketing opportunities in real-time to attract and serve online shoppers around the clock.

    Brands are turning to data analytics to address these new business opportunities, enhance customer satisfaction and loyalty, drive growth and gain a competitive advantage. Companies that adopt data-driven marketing strategies are six times more likely to be profitable year-over-year, and DataWeave is here to help your organization adopt these practices. To capitalize on the global online shopping boom, brands must invest in a digital shelf analytics solution now to effectively build their growth strategies and track measurable KPIs.

    DataWeave’s next-gen Digital Shelf Analytics enhancements now further a brand’s ability to monitor, analyze, and determine systems that enable faster and smarter decision-making and sales performance optimization. The results delight consumers by helping them find products they’re searching for, which boosts brand trust.

    Connect with us to learn how we can scale with your brand’s analytical needs. No project or region is too big or small, and we can start where you want and scale up to help you stay agile and competitive.

  • Top 4 ways to optimize content to drive e-commerce sales

    Top 4 ways to optimize content to drive e-commerce sales

    Content is the reigning king for e-commerce & plays a big role in driving sales and conversions. And, consumer-centric content that drives traffic is vital for e-commerce sales. Unlike offline retail where the sales staff on the ground is always available to answer customer queries, online that is not the case. When shopping online, customers rely on audio & visual product content to give them the information they need in order to make purchase decisions. Understanding that your product speaks to your customers directly on online channels is critical – so optimizing your product content to represent your brand in the best light is very important.

    Here are the Top 4 ways to optimize content & drive ROI.

    1. Focus on your customer & set a brand tone

    Who is your customer? And what type of product is your brand selling? The golden rule to getting the right content for your brand is to answer these two questions right. For instance, if you’re selling furniture and focusing on a family audience then using flowery language will not help your cause. You need to share factual, product-specific content, calling out furniture specs from color, fabric, size, and so on.

    Flower Glossary Categories

    Take for instance ProFlowers – a US-based flower retailer who created an entire Florapedia® – an in-depth flower guide. This content helped their customers learn more about the various flowers & discover new flowers they never knew of when making purchase decisions. To drive e-commerce sales, ProFlowers set the brand tone using educational content.
    On the other hand, if you are selling clothing or lingerie, you need to be extremely specific about the details of each product. Let’s look at reputed outdoor clothing brand Jack Wolfskin – they use high-quality images for content optimization and showcase real instances and moods in which the clothing can be worn or what they can be paired with. This is a good way to allow customers to picture themselves owning the item, as well as research their unique qualities.

    Clothing brand Jack Wolfskin
    Educational, visual-heavy, or fun & quirky – pick your content style based on your brand tone.

    2. Use videos as a powerful content optimization tool

    Videos empower content and hook your customers in. In a report, Cisco had earlier projected that by the year 2022, videos will be responsible for 82% of all consumer internet traffic. For e-commerce, video content can not only deliver a message but is easily shareable across all platforms. Videos not only possess the power to captivate people for extended amounts of time, but according to research, if a video is embedded on your website, you’re 53 times more likely to rank on the first page of Google. 

    Videos work as a descriptive medium to give more details about your product. Further, explanatory videos relieve consumer fears regarding the quality of the product by allowing viewers to visually experience its usages and benefits. MAC for instance uses a host of make-up tutorials and other video content on their website.

    videos as a powerful content optimization tool

    Videos bring brand storytelling to life and keep visitors informed. In the case of the videos created by MAC, they are not only informative and engaging, but they also help the brand answer common shopper questions with live examples. Customers who land upon the MAC website can watch videos relevant to the products they want to shop for, understand the product details and then decide if the product is for them. Thus, brands using videos can create a better customer experience by giving the visitors an immersive brand exposure online, just like they could have got offline. 

    3. Focus on making your product page consumer-centric

    A product page can be highly discoverable if it aligns with the best practices & standard e-commerce algorithms put in place by popular marketplaces and e-commerce channels. This is because the organic product ranking algorithms vary across channels and are composed of direct and indirect factors used to match a consumer’s popular search queries to products they are most likely to purchase. For better content optimization that ensures visibility, start by mapping platform-specific content standards. Then follow the SEO trends and tweak your product titles and description, to give your brand content a boost.

    LOVE Hair product
    Love Hair Product

    Take for instance the LOVE Hair product pages – the product titles are crafted using product features and benefits like revitalizing, nourishing, volumizing. Consumers searching for shampoos normally type in these attributes to look for shampoos that may suit their requirements – so using attributes as a hook in the product title is a great idea to make the product more discoverable against that keyword or attribute. 

    Next, keeping these standards as a backbone, fine-tune the product details you are putting out on the page. Your product features are the reasons why your consumer will buy your brand as compared to your competitors, so your descriptions should be crisp, easy to read, highlighting all the product features & facts that help them make that purchase decision. Let’s look at the Fitbit product page…

    Fitbit product page
    Fitbit Product Page

    4. Optimize content based on devices

    With mobile commerce reaching the tipping point in the e-commerce sales funnel, you cannot ignore attending to content optimization for hand-held devices. Many times, buyers on the go use mobile devices to conduct their research and your success lies in being able to entice them with a perfectly optimized e-commerce page even on their mobile device. Here are a few tips to keep in mind:

    • Keep their reading experience in mind. Use shorter titles, and bite-sized product information so key points are upfront and visible on a tinier screen 
    • Be concise with your content presentation
    • Video content should not autoplay on mobile. The less invasive your content, the better
    • Keep video & image file sizes small so that page load time is quick
    Optimize content based on devices
    E-Commerce Product Page

    A perfectly balanced e-commerce product page is even more vital in the new normal, given that COVID has accelerated e-commerce, globally. So, whether you are selling furniture, books, clothes, or health juices, with the right focus on product content, you can convert shoppers into customers more easily and increase your sales & revenue. Feel free to take inspiration from some of the examples above to apply some of these strategies to your online store.

    And if you need to get your brand discovered with content optimization, here’s how DataWeave can help! 

    Building the right product page with the right content is not enough. You will also need to keep rehashing your product pages with reviews, offers, and other such relevant nodes to deliver the right punch. After all, delivering the right customer experience starts with a product page done right. 

    Want to see first-hand how DataWeave can help brands with content optimization? Sign up for a demo with our Digital Shelf experts to know more. 

  • Win Search. Win the Digital Shelf this Holiday Season!

    Win Search. Win the Digital Shelf this Holiday Season!

    With the holiday shopping frenzy right around the corner, brands need to do everything they can to win their customer’s share of wallets. ‘Tis the season shoppers have longer shopping lists and will likely buy products they’ve never purchased before for gift giving. This makes it even more critical for brands to make sure they make it easy for shoppers to find their product at the time right time, with the right deals and discounts.
    Watch the webinar with Karthik BettadapuraCEO, Co-Founder at DataWeave & Vladimir Sushko– E-Retail Director at Anheuser-Busch InBev & learn about the key levers brands need to pull to get their Digital Shelf ready for the Holiday Season

    Let’s start with Product Search…

    Search Optimization

    Organic levers you can pull for Search Optimization

    Key Highlights:

    • Product content is not a one-time fix. It’s seasonal. Seasons change and so does your product. Your content needs to reflect these dynamic changes. 
    • Fact – Search rankings drop when product availability starts dipping.
      Lesser known fact – even after stock replenishing, your search ranking does not bounce back immediately. The opportunity cost of dwindling product stock is high. 
    • Being optimized for the right keyword is good. Being optimized for the right keyword, with a higher ranking than your competitor is great
    • Ratings & Reviews have a large correlation with search ranking and impact on sales.

    We then asked the audience what factors they thought had the biggest impact on search rankings… 

    Search Ranking

    Listen to the experts answer questions that have been on everyone’s mind this Holiday Season! 

    Win Search Wn the Digital Shelf
    • Vladimir: How do you approach Search at Ab InBev? 
    • Vladimir: Favourites have an impact, but is this something you can influence? If yes, how?
    • Vladimir: When it comes to growing your online sales via marketplaces what’s the one lever you pull most aggressively?
    • Karthik: Optimizing Share of Search on Marketplaces v/s traditional online retailers 
    • Vladimir: What organic efforts do you use to improve your share of search?
    • Vladimir: When it comes to sponsored search do you use an always-on strategy or are ads spent strategically? 
    • Karthik: Sponsored or Organic? What’s your advice to brands? 
    • Vladimir: Are you tracking your competitor’s Digital Shelf? 
    • Karthik: Which competitor KPIs do you recommend brands should track?
    Bonus Content

    Vladimir: What’s your strategy to make sure you have a high share of search during Christmas – the busiest shopping season. 

    Karthik: What’s your advice for brands for the festive season?

    Click here to register for the On-Demand Webinar

    Do you know if your brand is prepped and ready to make an impact during the biggest holiday season of the year? Or simply just wondering if your Digital Shelf is optimized with the right price, discounts, reviews, and keywords? Our team can DataWeave can help! Reach out to our Digital Shelf experts to learn more.

  • 2021 Cyber Weekend Preliminary Insights

    2021 Cyber Weekend Preliminary Insights

    The exponential growth of eCommerce has forever changed holiday shopping as we know it. What was once led by the launch of Cyber Monday in 2005, has since expanded to ‘Cyber Five’ in 2018, now spans beyond an eight-week period, and is collectively the busiest digital shopping period of the year. Most retail websites have launched a ‘Thanksgiving Comes Early’ sales event for a mosaic of products, causing one to wonder how this ‘early start’ to holiday shopping will impact the traditional promotional cadence consumers have grown to expect to see launch closer to the holidays. Given today’s environmental challenges, threats of scarcity are also encouraging consumers to buy early, which could also impact traffic on the shopping days that have traditionally seen the highest sales volume from digital shoppers.

    In the current environment, the onus will be on consumers to keep a watch for their categories of interest and buy them as and when they appear on sale in their favorite store, because there is no guarantee of sustained availability. Of course, they might return and buy at a different store if a better deal comes up, but there’s a time cost for the dollars saved. More broadly, there has been enough noise made about deals and discounts to keep consumer interest and curiosity going.

    The early promotional start and heightened demand has influenced our team to get a jump start on our 2021 Black Friday analysis to look deeper at trends seen pre-Black Friday 2021 versus 2020. With this assessment, we can track how promotional prices and product availability rates may have changed throughout the event leading in to 2021 Cyber Five, and compare it to last year’s activity to understand how 2021 holiday sales may be impacted.

    We reviewed popular holiday categories like apparel, electronics, and toys (for kids and pets), to have a broad sense of notable trends seen consistently throughout various, applicable marketplaces. What we found is a consistent decline in product availability over the last six months and as compared to last year, alongside an increase in prices.

    We first analyzed availability changes for popular categories on Amazon, noted in the chart below, to understand how inventory may have changed throughout the year, and also compared to 2020. With the exception of batteries and solar power goods and books and maps, there appears to be consistency in greater product availability in 2021 versus 2020, but a slow decline in availability throughout 2021, leading into the holiday season.

    Source: DataWeave Commerce Intelligence – Product Availability in-stock percentage from July 2020 through September 2021 for a sample size of 1000+ products on Amazon.com

    When it came to our pricing analysis, we reviewed select categories on Amazon and Target.com, and found around fifty percent of products on both websites to have seen a price increase year-over-year, while only thirty-seven percent and sixteen percent of products saw a price decrease on Amazon and Target.com, respectively. We also see an increase in the manufacturer’s retail price (MRP) in 2021 versus 2020 for a very high proportion of products (forty-eight percent of products on Amazon and thirty-five percent of products on Target.com), but the discount percentages have remained the same.

    Source: DataWeave Commerce Intelligence – Pricing Intelligence: MRP and promotional pricing for 1000+ products on Amazon and Target.com were analyzed from November 13th – 15th, 2021 versus Pre-Black Friday November 24th & 25th 2020

    *Please reach out to our Retail Analytics experts for access to sub-category details available within the above analysis conducted on Amazon and Target.com.

    This indicates 2021 discounts may appear to be greater than or equivalent to 2020, but in reality, consumers will end up paying higher prices than they would have for the same items in 2020. The remainder of this article highlights our key findings found within each key category reviewed – Electronics, Apparel and Toys.

    Electronics Category Analysis

    The television category showcases a great example of how pricing fluctuations impact holiday promotional cadences. Based on our analysis, we found the average television price to have increased around seven percent from April to October 2021, as seen below and as noted within our analysis conducted with NerdWallet.

    Source: DataWeave Commerce Intelligence – Pricing Intelligence: The change in average price captured for televisions sold on Amazon from May 2021 through October 2021.

    In fact, on Amazon and Target.com, we see around eighty-four percent of the SKUs listed show both an MRP and promotional price increase in 2021 versus 2020 during pre-Black Friday times. One specific example found on Amazon is noted below for Samsung TV model QN65LS03TAFXZA, a 65 inch QLED TV that was priced at $1697 during this analysis at a fifteen percent discount from MRP, but was priced last year at $1497 without a discount from MRP. In essence, even though the TV offers a greater discount this year, it is actually more expensive than it was in 2020 at this same time of year.

    Source: DataWeave Commerce Intelligence – Pricing Intelligence: MRP and promotional pricing analysis on Amazon.com comparing prices from November 13th – 15th, 2021 versus Pre-Black Friday November 24th & 25th 2020

    Unlike TVs, the price of laptops has experienced a decrease over time based on our analysis conducted during the same timeframe, indicating these are a great buy for consumers this holiday season versus promotional offers seen in 2020.

    Source: DataWeave Commerce Intelligence – Pricing Intelligence: The month-over-month change in average price captured for televisions sold on Amazon from April 2021 through September 2021.

    Overall, our prediction is that within the electronics category, promotions during Cyber Five may be equivalent to last year’s offers, however, supply will be limited and the total spend versus last year will be greater to the consumer outside of Doorbuster deals offered on select models.

    Apparel Category Analysis

    The Luxury market is seeing a Roaring 20s-like feeling this season given the Covid-induced changes in work and lifestyle and higher disposable income. Therefore, our prediction is that prices for these goods are likely to remain flat, or offer very little discounts this season both due to supply constraints as well as higher demand. For example, our analysis on shoe pricing changes shows relative stability from April to October 2021.

    Source: DataWeave Commerce Intelligence – Pricing Intelligence: The change in average price captured for shoes sold on Amazon from May 2021 through October 2021.

    Given heightened demand and the Global shipping crisis, we anticipate luxury apparel categories to face out-of-stock challenges this holiday season, and therefore we also anticipate seeing less promotional activity for these items as well during Cyber Five 2021. To dive deeper into the severity of the impact, we looked at availability for clothing, accessories, and footwear categories from August 2020 until present to verify our thesis.

    Focusing only on clothing, accessories, and footwear, these categories followed the same downward trending pattern regarding product availability decreases this year with a decline from June (seventy-six percent versus eighty-six percent in May 2021) to September 2021 (the lowest rate seen at sixty-eight percent availability), followed by a partial recovery in October and November (achieving seventy-seven percent availability).

    Source: DataWeave’s Commerce Intelligence – Product Availability: 10k SKUs tracked across 11 retailers US websites (Farfetch, Brownsfashion, NetAPorter, EndClothing, 24s, Selfridges, Ssense, Harrods, Luisaviaroma, MyTheresa, MrPorter) tracked daily stock status in apparel categories; Availability is calculated as percent of instances when product is in stock against all instances tracked.

    Not all recoveries were the same however, and given this, we predict accessories to have the lowest availability rate and greatest risk of facing out of stocks heading into Cyber Five. From May through November 2021, accessories availability continued to decline significantly from month to month, beginning at eighty-three percent in May and ending at seventy-four percent in November. Given this continued decline and with Black Friday right around the corner, we don’t anticipate inventory levels to increase enough to meet the increased holiday demand.

    Source: DataWeave’s Commerce Intelligence – Product Availability: 10k SKUs tracked across 11 retailers US websites (Farfetch, Brownsfashion, NetAPorter, EndClothing, 24s, Selfridges, Ssense, Harrods, Luisaviaroma, MyTheresa, MrPorter) tracked daily stock status in apparel categories; Availability is calculated as percent of instances when product is in stock against all instances tracked.

    Toys & Games Category Analysis

    As noted by DigitalCommerce360, we also anticipate toys to be one of the greatest impacted categories this holiday season given the continued decline in overall availability for these items on Amazon.com, as one great example. Within our category analysis, we saw a steady decline in availability from March 2021 through June (eighty percent to sixty-one percent), followed by a period of stability from June through August (approximately sixty percent), followed by another decline from September through October, finally reaching the lowest availability of fifty-six percent (down twenty-four percent from March 2021).

    Source: DataWeave’s Commerce Intelligence – Product Availability – hundreds of Toys & Games SKUs tracked on Amazon.com on a weekly basis from March 2021-October 2021

    The biggest sub-category within the toys department on Amazon, Sports and Outdoor Play, followed the same trend as Toys and Games overall through June 2021, also reaching its lowest availability of fifty-six percent. Instead of continuing along that pattern, Sports and Outdoor Play started on a recovery path, ending at a relatively high availability level of sixty-seven percent in October, which is only five percent lower than its highest availability (seventy-two percent in March 2021). Games and Accessories, the second largest sub-category in Toys and Games, had a continuous decline starting with eighty-nine percent in March 2021, reaching its lowest availability of fifty-four percent in October.

    Source: DataWeave’s Commerce Intelligence – Product Availability – hundreds of Toys & Games SKUs tracked on Amazon.com on a weekly basis from March 2021-October 2021

    The sub-category Tricycles, Scooters and Wagons interestingly had its highest availability from July to September 2021 (around eighty percent), unlike other sub-categories which as a whole, had their lowest availability during the same timeframe. From September through October, there was a significant decline (fourteen percent), reaching its lowest availability of sixty-seven percent. The sub-category Babies & Toddlers started on a continuous decline from its highest availability of eighty percent in April to its lowest availability of fifty-six percent in October.

    Source: DataWeave’s Commerce Intelligence – Product Availability – hundreds of Toys & Games SKUs tracked on Amazon.com on a weekly basis from March 2021-October 2021

    *Please reach out to our Retail Analytics experts for access to sub-category details available within the above analysis on the Toys and Games category on Amazon.com.

    Pet Toys Category Analysis

    When it comes to in demand holiday toys, you can’t forget about the needs for gifts for our furry friends and family. We also tracked sub-categories such as dog, cat, and bird toys, following the same methodology as tracked within Toys and Games to track pet toy availability changes.

    Source: DataWeave’s Commerce Intelligence – Product Availability – hundreds of Pet Toys SKUs tracked on Amazon.com on a weekly basis from March 2021-October 2021

    Dog toys, the biggest sub-category out of the three pet toys analyzed, had high availability – ninety percent in March 2021, but started to decline reaching a low of sixty-five percent in October. There was a period of stability from April to August (averaging seventy-seven percent), followed by a significant decline of over thirteen percent in from September to October. Cat toys, the second largest sub-category, also had its highest availability in March (eighty-nine percent) followed by a steady decline to sixty-six percent in June, a recovery from July to August (achieving seventy-three percent), followed by another decline during September and October, reaching its lowest availability of sixty-three percent (down twenty-six percent from eighty-one percent in March). Interestingly, dog toys which has a product count eight times greater than cat toys, had higher availability than cat toys during each of the months considered during the analysis.

    Source: DataWeave’s Commerce Intelligence – Product Availability – hundreds of Pet Toys SKUs tracked on Amazon.com on a weekly basis from March 2021-October 2021

    In Conclusion

    If we consider discounts and availability to be a good indicator of sales for the 2021 holiday season, with the Global shipping crisis looming over this year’s event, we expect retailers to have trouble keeping their inventory well stocked, which might affect growth rates. That being said, while discounts may be muted and popular items may come on very limited sales given constraints, we believe digital sales on Black Friday will see the highest year-over-year growth to date, given a number of supporting factors: scarcity threats increasing demand and the reason to buy, and consumers waiting to see if holiday offers surpass those see in the early start promotions, followed by the sudden rush to buy on Black Friday so as not to risk a given product being out of stock beyond this time period.

    We also anticipate seeing a continued decline in product availability day-to-day as we progress throughout Cyber Five 2021. Given the analysis conducted on 2020 trends, (we tracked nearly a one percent decline in availability on Black Friday 2020 vs. Thanksgiving Day, followed by a two percent decline on Cyber Monday), our data indicates products went out-of-stock at a faster rate then also.

    Ultimately only the digital-savvy retailers and brands will thrive during these opportune times, while others will continue to be in catch-up mode. Access to real-time marketplace insights can enable a first-to-market strategy, while having access to historical patterns can also help react faster to commonly seen future market factors, such as another pandemic or Global shipping crisis. These types of insights also support day-to-day operations, enabling retailers and brands to accelerate eCommerce growth, determine systems to distinguish their online strategies, discover efficiencies and drive profitable growth in an intensifying competitive environment.

    Continue to follow us in the coming weeks to see the insights we track through Cyber Five 2021, and be sure to reach out to our Retail Analytics experts for access to more details regarding the above analysis.

  • Top 10 Retail Analytics that You Must Know

    Top 10 Retail Analytics that You Must Know

    Customers expect personalization. Unless they have a seamless experience on your online channels, they’ll leave for a different retailer. Retail analytics can solve these problems for merchants looking to increase customer satisfaction and sales. It provides insights into inventory, sales, customers, and other essential aspects crucial for decision-making. Retail analytics also encompasses several granular fields to create a broad picture of a retail business’s health and sales, along with improvement areas.

    Big data analytics in the retail market
    Big data analytics in the retail market

    Big data analytics in the retail market is expected to reach USD 13.26 billion by the end of 2026, registering a CAGR of 21.20% during the forecast period (2021-2026). The growth of analytics in retail depicts how it can help companies run businesses more efficiently, make data-backed choices, and deliver improved customer service.

    In this blog, we’ll discuss the top 10 analytics that retailers are using to gain a competitive advantage in accurately evaluating business & market performance.

    Top 10 of Retail Analytics You Must Know
    Top 10 of Retail Analytics You Must Know

    1. Assortment

    Assortment planning allows retailers to choose the right breadth (product categories) and depth (product variation within each category) for their retail or online stores. Assortment management has grown beyond simple performance metrics like total sales or rotation numbers. Instead, retail analytics offers a comprehensive analysis of product merchandise and an estimated number of units at the push of a button. Retailers that effectively apply assortment analytics can enjoy increased gross margins and prevent significant losses from overstocks sold at discounted prices or out-of-stock inventory leading their customers to buy from competitors. 

    It also helps retailers gain insights into the trendy and discoverable brands and products on all e-commerce websites across the globe. They can boost sales by making sure they have an in-demand product assortment. They can also track pricing information and attributes common across popular products to drive their pricing and promotion strategies.

    2. Inventory Management

    An inadequately maintained inventory is every retailer’s worst nightmare. It represents a poor indicator of inadequate demand for a product and leads to a loss in sales. Data can help companies answer issues like what to store and what to discard. It’s beneficial to discard or increase offers on products that are not generating sales and keep replenished stocks of popular items. 

    Worldwide Inventory Distribution

    In 2020, the estimated value for out-of-stock items ($1.14 trillion) was double that of overstock items ($626 billion). A similar trend was especially prominent in grocery stores, where out-of-stock items were worth five times more than overstock items.

    Unavailability of high-selling products can lead to reduced sales, ultimately generating incorrect data for future forecasting and producing skewed demand and supply insights. Retailers can now use analytics to identify which products are in demand, which are moving slowly, and which ones contribute to dead stock. They can know in real-time if a high-demand product is unavailable at a specific location and take action to increase the stock. Retailers can use this historical data to predict what to stock, at what place, time, and cost to maintain and optimize revenue. It helps satisfy consumer needs, prevents loss of sales, reduces inventory cost, and streamlines the complete supply chain.

    3. Competitive Intelligence

    Market intelligence & Competitive Insights
    Market intelligence & Competitive Insights

    The ability to accurately predict trends after the global pandemic and with an unknown economic future is becoming the cornerstone for successful retailers. Smart retailers know how important it is to Pandemic-Proof their retail strategy with Market Intelligence & Competitive Insights 

    With 90% of Fortune 500 companies using competitive intelligence, it’s an essential tool to gain an advantage over industry competitors. Competitive Intelligence allows you to gather and analyze information about your competitors and understand the market–providing valuable insights that you can apply to your own business. A more strategic competitor analysis will explain brand affinities and provide insights on what to keep in stock and when to start promotions. Customer movement data will also give you access to where your customers are shopping.

    4. Fraud Detection

    Fraud Detection
    Fraud Detection

    Retailers have been in a constant struggle with fraud detection and prevention since time immemorial. Fraudulent products lead to substantial financial losses and damage the reputation of both brands and retailers. Every $1 of fraud now costs U.S. retail and eCommerce merchants $3.60, a 15% growth since the pre-Covid study in 2019, which was $3.13. Retail Analytics acts as a guardian against fraudsters by constantly monitoring, identifying, and flagging fraud products and sellers. 

    5. Campaign Management

    Some of the challenges of the retail industry are that it’s seasonal, promotion-based, highly competitive, and fast-moving. In today’s competitive marketplace, consumers compare prices and expect personalized shopping experiences. Campaign management allows marketing teams to plan, track, and analyze marketing strategies for promoting products and attracting audiences. Retail analytics can help businesses predict consumer behavior, improve decision-making across the company, and determine the ROI of their marketing efforts. 

    According to Invesp, 64% of marketing executives “strongly agree” that data-driven marketing is crucial in the economy. Retail analytics can help businesses analyze their data to learn about their customers with target precision. With predictive analysis, retailers can design campaigns that encourage consumers to interact with the brand, move down the sales funnel, and ultimately convert.

    6. Behavioral Analytics

    Retail firms often look to improve customer conversion rates, personalize marketing campaigns to increase revenue, predict and avoid customer churn, and lower customer acquisition costs. Data-driven insights on customer shopping behaviors can help companies tackle these challenges. However, several interaction points like social media, mobile, e-commerce sites, stores, and more, cause a substantial increase in the complexity and diversity of data to accumulate and analyze. 

    Insider Intelligence forecasts that m-eCommerce volume will rise at 25.5% (CAGR) until 2024, hitting $488 billion in sales, or 44% of all e-commerce transactions. 

    Data can provide valuable insights, for example, recognizing your high-value customers, their motives behind the purchase, their buying patterns, behaviors, and which are the best channels to market to them and when. Having these detailed insights increases the probability of customer acquisition and perhaps drives their loyalty towards you. 

    7. Pricing

    competitive pricing in retail
    Competitive pricing in retail

    Market trends fluctuate at an unprecedented pace, and pricing has become as competitive as it’s ever been. The only way to keep up with competitive pricing in retail is to use retail analytics that enables retailers to drive more revenue & margin by pricing products competitively

    A report from Inside Big Data found companies experience anywhere from 0.5% up to 17.1% in margin loss purely because of pricing errors. Pricing analytics provides companies with the tools and methods to perceive better, interpret and predict pricing that matches consumer behavior. Appropriate pricing power comes from understanding what your consumers want, which offers they respond to, how and where they shop, and how much they will pay for your products. 

    In 2021, the price optimization segment is anticipated to own the largest share of the overall retail analytics market. Retailers can identify gaps and set alerts to track changes across crucial SKUs or products with pricing analytics. Knowing your customer’s price perception will increase sales and also allow you to design promotions that’ll attract customers. Pricing analytics also accounts for factors like demographics, weather forecasting, inventory levels, real-time sales data, product movement, purchase history, and much more to arrive at an excellent price.  

    8. Sales and Demand Forecasting

    Sales and demand forecasting allow retailers to plan for levels of granularity—monthly, weekly, daily, or even hourly—and use the insights in their marketing campaigns and business decisions. The benefits of a granular forecast are apparent since retailers don’t have to bank on historical data of previous clients and customers to predict revenues. Retailers can plan their strategies and promotions that suit their customer’s demands. 

    With sales and demand forecasting, retailers can also consider the most recent, historical, and real-time data to predict potential future revenue. Sales and demand analytics can predict buying patterns and market trends based on socioeconomic and demographic conditions. 

    9. Customer Service and Experience

    With the development of eCommerce, more and more customers prefer to browse and interact with the product before purchasing online. They look for better deals and discounts across stores and platforms. 3 out of 5 consumers say retail’s investment in technology is improving their online and in-store shopping experiences. To enhance merchandising and marketing strategies, retailers can gather data on customer buying journeys to understand their in-store and online experiences. 

    Retailers can run test campaigns to know the impact on sales and use historical data to predict consumers’ needs based on their demographics, buying patterns, and interests. Retail analytics help retailers to bring more efficiency in promotions and drive impulsive purchases and cross-selling.

    10. Promotion

    Analyze competitors' promotions
    Analyze Competitors’ Promotions

    Promotions are potent sales drivers and need to be cleverly targeted towards specific customers with precise deals to generate outstanding sales. Retail analytics allows companies to study their customers and competitors to a vastly elevated level. 

    To be an industry leader, retail companies not only have to understand their customers, but they must also analyze competitors’ promotions to improve their marketing strategies. Analyzing your competitor’s promotional banners, ads, and marketing campaigns are no more associated with imitation. 

    With data analytics and AI, retailers can watch their competitors’ commercialization strategies. It can uncover vital information about their target audience, sales volume fluctuations, popular seasonal product types, product attributes of popular items, and significant industry trends.  Knowing exactly which products and brands are popular among your competitor’s campaigns can help retailers improve their promotional strategies. 

    Conclusion

    The benefits of retail analytics are spread across various verticals, from merchandising, assortment, inventory management, and marketing to reducing losses. The need for analytics has become even more apparent considering the growing eCommerce platforms, changing customer buying journeys, and the complexity of the industry. Understanding which products sell best among which customers will help retailers to deliver an optimized shopping experience.

    Want to drive profitable growth by making smarter pricing, promotions, and product merchandising decisions using real-time retail insights? DataWeave’s AI-powered Competitive Intelligence can help! Reach out to our Retail Analytics experts to know more.

  • How Artificial Intelligence is giving the  Indian Beauty Industry a Facelift

    How Artificial Intelligence is giving the Indian Beauty Industry a Facelift

    With the help of artificial intelligence and machine learning, beauty and cosmetics companies are exploring new possibilities. According to a report by Avendus, the global beauty and personal care market are expected to touch US$725 billion by 2025 and the young Indian market is expected to grow to $28 billion by then. This segment is a space of opportunity and today we have more than 80 Indian brands in this domain. 

    D2C beauty brand logos
    D2C beauty brand logos

    While technology in this space plays a very important role, Artificial Intelligence (AI) amongst everything else is giving the beauty industry a makeover. This is because, AI can create an impact on all stages of the beauty value chain — from research & development to supply chain management to product selection, marketing, and more! Resonating this thought, Chaitanya Nallan, CEO & Co-Founder, SkinKraft Laboratories mentions “As a digital-first brand, we sell across multiple e-commerce platforms as well as through our own website. Thus, it is very important that we track and maintain inventory across all channels in real-time to avoid stock-outs and loss of sales. We use AI for this. We have built an in-house data tracking dashboard that pulls in inventory information from all warehouses and maps them against sales to give us an accurate estimate of days of inventory across all SKUs and across all platforms. This information directly feeds into our procurement dashboard and also helps the marketing team to create the right sales strategy.”

    Stock availability is crucial to driving sales. If you need help tracking your online inventory – DataWeave can help give you a near real-time view of your product stock status across marketplaces. 

    With AI being a powerful technology wand, here is how it can drive the future of beauty brands within the D2C segment in India.

    Making Virtual Product trials a reality

    virtual product trial
    Virtual Product Trial

    Augmented Reality (AR) is a prevalent term and many companies are already using it on an everyday basis. More commonly, the Snapchat and Instagram filters we use are all powered by AR. In a similar vein, virtual images can be laid over actual images in real-time using AI. And keeping this concept handy, beauty brands are bringing to the front the AR-powered ‘virtual mirrors’ that let consumers try on cosmetic products in real-time. Modiface by L’Oréal is a perfect example of VR-mirrors, which has pioneered the AR-powered makeup try-ons in the market. These virtual mirrors use AI algorithms to detect the user’s face through a camera by focal points and map the face. Then using AR, images of makeup are adjusted according to the terms obtained and overlaid over the features on the face giving consumers a virtual feel of what they’d look like wearing the product. 

    Virtual try on
    Virtual Try-on

    Much recently, Indian brand Lakme has made ‘virtual try on’ possible by creating a smart mirror on its official website that allows customers to watch their reflection, try on different shades, and customize those shades according to their preferences. Shade matching until a few years back was an entirely on-ground phenomenon and customers visiting a local cosmetics store were able to choose and match the shade of compact, eye shadow, and lipstick against their true skin tone. Today AI can allow you to narrow down on products based on a virtual shade card, put them against your skin in real-time. 

    Make it Truly Personalised

    Every customer is unique, and one size does not fit all. Everyone has a personalized beauty regime they follow & understanding this could be the key to success for beauty brands. For this reason, the future of beauty lies in harnessing AI and AR solutions to tailor the beauty shopping experience to match the needs of the individual consumer. This not only enhances digital engagement but also increases purchasing confidence which in turn helps brands drive conversion and brand loyalty.  

    Pre-pandemic, offline beauty advisors played a consultative role when customers were making purchase decisions. A lot of this has moved online – take for instance Olay. It launched an online “Skin Advisor” app based on a deep-learning algorithm that analyses a consumer’s skin using a simple selfie! Armed with information on their skin type, customers can make an informed, personalized purchase that’s right for their specific skin type. 

    Skin Advisor App
    Skin Advisor App

    Understanding customer preferences and using data from their past purchases also help with personalized marketing in a big way. “Data-driven personalization gives brands insight into what their customers are interested in. We integrate this data into our marketing campaigns and deliver specific, personalized, and relevant content. This way, we make sure to target the right audience with the right messaging. This, in turn, helps us increase engagement and retain customers. Moreover, this combined data, allows us to get repeat sales through upselling and cross-selling. Further, knowing customers beyond just simple demographics helps us improve our targeting and helps us predict future behaviour. We’d like to know, for instance, if a customer clicked on our advertisement, liked, or commented on our social media product displays, signed up to our email list, etc. These analytics reveal a customer’s interest. Combine it with demographics – and you get a sense of what the customer is interested in,” Dhruv Madhok, Co-Founder, ARATA highlights. 

    Boost Product Development

    Social listening
    Social listening

    AI algorithms can be used to study and analyse customer feedback. The algorithm works towards interpreting customer comments, reviews, and feedback on a brand’s website, social media channels, and other online platforms. Artificial Intelligence can also decode and analyse questionnaires and feedback forms that the customers may have responded to online or offline. 

    The beauty and personal care industry is largely driven by usage and customer preferences, so gauging how customers feel about key products can help businesses create & develop products that customers will most likely prefer to buy. For instance, reputed beauty brand Avon recently mentioned that it developed the True 5-in-1 Lash Genius Mascara based on actual consumer feedback! They used machine learning & artificial intelligence to read, filter, process & rank thousands of online consumer comments to determine the top features they crave in a mascara. Using this customer gathered intelligence, they developed a unique product that consumers we’re “asking for”!

    True 5-in-1 Lash Genius Mascara by beauty brand Avon
    True 5-in-1 Lash Genius Mascara by beauty brand Avon

    Need help listening to what your consumers are saying about your brand online? Read more about DataWeave’s AI Powered Sentiment Analysis solution.

    More and more brands are listening to customer responses closely to give way to new products, bring in tweaks to their existing basket, and innovate further. “Our ORM team is leading the knowledge accumulation as far as social listening is concerned. They are not just responsible for responding to customer queries, they are also instrumental in highlighting key insights based on user behaviour being observed,” Chaitanya of SkinKraft Laboratories further asserts. 

    Bombay Shaving Company too with its data-centric culture leverages customer responses for decision making & product development. “In-home personal care and hygiene exploded during the pandemic. We used data analytics to explore different dimensions of in-home experience-driven needs (new usage occasions, need for convenience and DIY, etc.). We listened to our customers & were able to introduce our women’s brand, with innovative hair removal products in a big way during this period. Which today contributes to a significant percentage of our business,” Shantanu Deshpande, Founder & CEO, Bombay Shaving Company mentions.

    Given the scope and scale of the beauty and personal care industry that is major ‘usage’ driven, Artificial Intelligence with its diverse potential can bring a paradigm shift in the industry. AI can help not only with virtual trials, personalization, listening in to customers’ feedback but also with monitoring a brand’s Digital Shelf. Brands can amplify their online sales by tracking Digital Shelf KPIs like share of search & product visibility, pricing & discounting, product content, availability & assortment. Reach out to our Digital Shelf experts to learn more.

  • Prioritizing Brand Protection Before the Holiday Rush

    Prioritizing Brand Protection Before the Holiday Rush

    Counterfeits pose a dangerous threat to any retail brand. Since every single sale is a pivotal branding opportunity, especially for young, burgeoning eCommerce brands, an online marketplace flooded with counterfeits can be particularly dangerous. One in five customers will boycott a brand after mistakenly purchasing a counterfeit product, and that’s not the kind of ratio that any retailer –– from the smallest Direct-to-Consumer (DTC) site to the behemoths like Amazon –– can afford to ignore.

    In the age of online reviews, it’s especially dangerous to have counterfeits floating around. Customers that have a bad experience with a counterfeit can take to the internet to disparage your brand without ever actually interacting with your company or trying your product. That’s why consistent and thorough content audits are paramount to ensuring your brand’s authentic products are highly discoverable, and brand protection and governance processes are in place to safeguard brand integrity across all applicable eCommerce websites.

    The Holiday Counterfeit Boom

    The holidays are a time when customers search for gifts for their friends and family, which means exploring brands outside of their usual fare. Many consumers will be exposed to your brand’s Digital Shelf for the first time over the holiday season, creating an opportunity for brand growth. But if you don’t have eCommerce brand protection initiatives in place, the holidays can be detrimental to brand positioning, customer trust, and your bottom line.

    As consumers boost their online spending and web traffic increases over the holidays, so does the likelihood of them purchasing counterfeit goods online. eMarketer predicts that retail eCommerce sales will comprise almost 20 percent of total holiday retail sales this year. As such, there will also be a surge in counterfeit inventory. So, this is an ideal time to invest in a brand protection solution to help you stay ahead of unauthorized sellers entering the marketplace.

    Brand Integrity Helps Suppliers Save

    Implementing a solution to mitigate the risks of counterfeit products should be at the top of every retailer’s “To-Do” list this year. However, for many retailers, this means manually reviewing numerous websites and third-party marketplaces for violations. Not only is manually reviewing content, images, and seller authenticity a time-consuming process, but it also leaves a lot of room for human error – making it possible for counterfeits to slip through the cracks and into the hands of unsuspecting customers. Not to mention your time should be spent fulfilling orders and increasing customer satisfaction during the high-traffic holiday season, not distracted by monitoring counterfeits.

    Fortunately, that’s not the only way to identify counterfeits and protect your brand online. An effective content auditing tool can help you monitor, detect, and determine systems to identify and act on identified violations, saving time and labor hours normally spent on manual auditing processes. Content audit software also often contains helpful features to help you run your business more strategically by monitoring online hygiene factors like product titles and description. It works across all online channels by highlighting content gaps, which can then be remedied to improve product visibility and conversions. Through online content optimization, you can save money (in unnecessary labor costs), improve your Share of Search, and increase sales and share, with a modest up-front investment.

    Brand Value Protection Boosts Consumer Confidence

    Brand image protection doesn’t just protect retailers, it also protects customers from unintentionally buying dangerous counterfeit goods. Counterfeiting has skyrocketed during the pandemic. The International Chamber of Commerce reports that, by 2022, counterfeit goods will be a $4.2 trillion industry, and global damage from counterfeit goods is projected to exceed $323 billion. Studies show one in four customers has unknowingly purchased a counterfeit item online.

    As counterfeits increase in number, so does the risk of counterfeit consumption by unwitting consumers. Counterfeit goods are as dangerous as they are ubiquitous. Customs and Border Patrol has found ingredients such as cadmium, arsenic, lead, and cyanide inside of counterfeit cosmetics. Consumers are aware of these risks. So, as a retailer, you need to be able to reassure customers that they can trust the authenticity of the goods they are purchasing at your online store.

    A counterfeit detection tool can help you identify fakes and image replicas across multiple online marketplaces, so you can get fake products delisted. Automated counterfeit solutions can increase customer satisfaction in their purchasing experience, since they know they’re getting an authentic product right off the bat. This type of online brand protection creates increased brand loyalty over time, as well as more positive first-time product interactions.

    Making a Measurable Impact: A Counterfeit Detection Case Study

    Classic Accessories is a leading manufacturer of high-quality furnishings and accessories. The company’s investment in a counterfeit detection tool paid off in spades for their organization. After noticing a surge in counterfeit versions of their goods being sold via online, global marketplaces, they decided they needed to change their manual counterfeit and image violation detection process to an automated one to proactively respond to concerned activity in a timely manner.

    Their goal was to achieve streamlined, actionable insights across all retail websites to account for varied violation submission processes, and to reduce the timespan in which insights were generated, ultimately eliminating the need to conduct daily, manual audits. They partnered with DataWeave, who built out a fully customized program to automate Classic Accessories’ content inventory management process, and identified SKU-level violations by matching names and images in diverse online marketplaces.

    During the first three months of onboarding, Classic Accessories was able to detect more than 25,000 violations, submitting notices to each marketplace, and even achieved a 100% removal rate across all Amazon sources. Additionally, they also achieved their goal of saving time (22 hours per week) in automation processes, translating to a $68,000 savings opportunity in labor costs.

    Closing Thoughts

    Prioritizing your online brand protection strategy is imperative to growing your online presence and achieving customer satisfaction and brand loyalty. Fortunately, there are options like DataWeave’s brand protection tool available to help curate your online content, provide consistency across online channels, and improve consumer confidence by addressing and removing counterfeit violations. Implementing the right solution can help find counterfeit products in real-time to keep your brand safe –– and your reputation intact –– throughout the 2021 holiday season. The right brand protection software will provide both Brand Protection and Content Audits, so your brand is optimized from every possible angle for truly competitive results.

  • Amazon Prime Day 2021 Discounts Set Home Leaders Apart

    Amazon Prime Day 2021 Discounts Set Home Leaders Apart

    Home is where the shopping cart is.

    After last year’s blistering pace of e-commerce sales growth in the home category, we at DataWeave wanted to know how Prime Day 2021 discounts on home products would impact retailers and brands around the world.

    We focused our analysis on how international retailers adapted their Prime Day pricing strategies to distinguish their offerings across eight home subcategories, including bed & bath, kitchen and pet supplies.

    Our Methodology
    We tracked the pricing of products among 21 leading retailers in nine countries across five regions, including:

    • The US (Ace Hardware, Amazon US, Best Buy, Home Depot, Lowe’s, Petco, PetSmart, Target and Wayfair US)
    • The UK (Amazon UK, Ebay, Etsy, OnBuy and Wayfair UK)
    • Europe (Amazon France, Amazon Germany and Amazon Italy)
    • The Middle East (Amazon Saudi Arabia and Amazon UAE)
    • Asia (Amazon Japan and Amazon Singapore)

    The results showed some surprising differences among retailers and regions. See how retailers used pricing as a competitive strategy to win Prime Day sales in the home category, as well as international home brands that stood out for the discounts on their products.

    Percentage of items with a price decrease

    The US retailer with the overall highest percentage of home products with a price decrease for Prime Day was Amazon US (26.4%).

    Home subcategories with the highest percentage of items with a price decrease per US retailer were:

    Ace Hardware: Power & hand tools (21.2%)
    Amazon US: Furniture (36.3%), appliances (34.1%) and kitchen (28.3%)
    Best Buy: Appliances (0.9%)
    Home Depot: Power & hand tools (0.2%)
    Lowe’s: Furniture (29.2%), power & hand tools (5.5%) and appliances (4.1%)
    Petco: Pet supplies (11.6%)
    Target: Bed & bath (37.9%), furniture (32.5%) and kitchen (11.5%)
    Wayfair US: Pet supplies (31.9%), home & garden (25.6%) and bed & bath (24.8%)

    The UK retailer with the overall highest percentage of items with a price decrease for Prime Day was Amazon UK (36.4%).

    Home subcategories with the highest percentage of items with a price decrease per UK retailer were:

    Amazon UK: Appliances (41.7%), power & hand tools (39.5%) and furniture (36.4%)
    Ebay: Smart home (10.5%), bed & bath (10.1%) and furniture (8.3%)
    Etsy: Bed & bath (1.7%), kitchen and pet supplies (both 1.5%)
    Wayfair UK: Kitchen (17.7%), bed & bath (10.8%) and home & garden (5.9)

    In Europe, Amazon Germany had the overall highest percentage of items with a price decrease for Prime Day (27.3%).

    Home subcategories with the highest percentage of items with a price decrease per European retailer were:

    Amazon France: Appliances (15.9%), power & hand tools (15.8%) and furniture (14.2%)
    Amazon Germany: Power & hand tools (40.0%), appliances (33.7%) and pet supplies (28.4%)
    Amazon Italy: Furniture (11.8%)

    Across the Middle East & Asia, Amazon UAE had the overall highest percentage of items with a price decrease for Prime Day (41.6%).

    Home subcategories with the highest percentage of items with a price decrease per retailer were:

    Amazon Saudi Arabia: Power & hand tools (53.8%), pet supplies (33.3%) and appliances (30.4%)
    Amazon UAE: Appliances (55.8%), kitchen (49.9%) and pet supplies (49.0%)
    Amazon Japan: Appliances (15.3%), power & hand tools (10.8%) and furniture (9.0%)
    Amazon Singapore: Bed & bath (35.4%), appliances (30.2%) and power & hand tools (27.2%)

    Magnitude of price decrease

    The US retailer with the greatest overall magnitude of price decrease for Prime Day was Target (20.3%).

    The home subcategories with the greatest magnitude of price decrease per US retailer were:

    Ace Hardware: Power & hand tools (14.3%)
    Amazon US: Kitchen (21.0%), appliances and pet supplies (both 18.3%) and furniture (15.1%)
    Best Buy: Appliances (8.7%)
    Home Depot: Power & hand tools (17.7%)
    Lowe’s: Power & hand tools (13.4%), furniture (13.0%) and appliances (10.8%)
    Petco: Pet supplies (17.2%)
    Target: Bed & bath (28.9%), smart home and kitchen (both 19.1%) and furniture (18.5%)
    Wayfair US: Pet supplies (4.6%), kitchen (4.4%) and bed & bath (4.1%)

    Brands with the greatest magnitude of price decreases per US retailer included:

    Ace Hardware: Zircon (48.6%), Smith\u0027s (36.1%) and DMT (30.0%)
    Amazon US: Supply Guru (56.3%), Seresto (55.4%) and Advantage (53.4%)
    Best Buy: Panasonic (29.1%), Farberware (16.6%) and Insignia™ (14.0%)
    Home Depot: Husky (17.7%)
    Lowe’s: Metabo HPT (43.2%), Dewalt (27.8%) and GZMR (26.5%)
    Petco: Seresto (50.0%), Open Road Brands (45.4%) and Starmark (42.1%)
    Target: Little Tikes (50.0%), Bobsweep (43.9%) and Shark (42.2%)
    Wayfair US: Sorbus (57.8%), GE Appliances (45.9%) and Nu Steel (42.1%)

    The UK retailer with the greatest overall magnitude of price decrease for Prime Day was Etsy UK (19.8%).

    The home subcategories with the greatest magnitude of price decrease per UK retailer were:

    Amazon UK: Furniture (21.8%), power & hand tools (21.5%) and appliances (20.8%)
    Ebay: Pet supplies (12.2%), appliances and furniture (both 12.0%) and bed & bath (10.0%)
    Etsy: Pet supplies (44.3%), kitchen (18.1%) and bed & bath (14.2%)
    Wayfair UK: Home & garden (12.2%), bed & bath (9.2%) and furniture (8.9%)

    Brands with the greatest magnitude of price decreases across home sub-categories per UK retailer included:

    Amazon UK: Tefal (54.0%), Caterpack (51.6%) and Nylabone (49.9%)
    Ebay: Bob Martin (59.8%), Fridgemaster (57.5%) and Tetramin (49.3%)
    Etsy: Celebnails and vitrifiedstudio (both 49.5%), Deco-Den UK Supplies (46.5%) and Caxo Beauty (36.9%)
    Wayfair UK: Breakwater Bay (41.1%), Zipcode Design (33.3%) and Heritage Brass (29.7

    Among European retailers, Amazon Italy offered the greatest overall magnitude of price decrease for Prime Day (29.9%) among a total of 49 products.

    The home subcategories with the greatest magnitude of price decrease per European retailer were:

    Amazon France: Bed & bath (11.7%), pet supplies (11.2%) and appliance (9.2%)
    Amazon Germany: Kitchen (23.4%), power & hand tools (22.3%) and furniture (20.2%)
    Amazon Italy: Furniture (29.9%)

    Brands with the greatest magnitude of price decreases per European retailer included:

    Amazon France: Thermobaby (47.6%), Sinogoods (44.6%) and Tractive (40.0%)
    Amazon Germany: Sage Appliances (56.5%), Nasum (51.7%) and Hikenture (49.2%)
    Amazon Italy: Gifort (55.1%) and Wokkol (4.8%)

    Across the Middle East and Asia, Amazon UAE offered the greatest overall magnitude of price decrease for Prime Day (15.3%).

    The home subcategories with the greatest magnitude of price decrease per retailer were:

    Amazon Saudi Arabia: Furniture (18.0%), pet supplies (15.9%) and power & hand tools (15.8%)
    Amazon UAE: Pet supplies (17.8%), appliances (16.4%) and kitchen (16.2%)
    Amazon Japan: Kitchen (25.4%), furniture (14.5%) and bed & bath (13.6%)
    Amazon Singapore: Kitchen (14.0%), furniture (11.1%) and appliances (8.0%)

    Brands with the greatest magnitude of price decreases per retailer in the Middle East and Asia included:

    Amazon Saudi Arabia: American Baby Company (55.5%), Charmcollection (49.0%) and LG (46.9%)
    Amazon UAE: Knorr (54.0%), Ocean Patio (50.0%) and Bikuul (48.2%)
    Amazon Japan: キングジム (King Jim) (59.1%), Skylight (52.0%) and Cozyone, Hbada and Bauhutte (バウヒュッテ) (all 50.0%)
    Amazon Singapore: Trademark Home (59.8%), Gaggia (54.5%) and Ely’s & Co. (46.8%)

    Discounts before, during and after the event

    The US retailer with the biggest overall home discount before Prime Day was Amazon US (27.0%). Amazon’s biggest pre-event discounts were on power & hand tools (28.6%), kitchen (28.3%) and furniture (28.0%).

    Ace Hardware offered the biggest discounts on power & hand tools during and after the event (both 34.1%).

    Amazon UK stood out for discounts this Prime Day. It was the UK retailer with the biggest overall home discount before (26.1%) Prime Day, with the deepest discounts on appliances (29.0%), power & hand tools (27.1%) and pet supplies (25.9%).

    During Prime Day, Etsy and Amazon UK offered the biggest discounts (29.7% and 29.6%, respectively).
    Etsy’s top discounts were on pet supplies (40.0%), kitchen (32.5%) and bed & bath (28.1%), while Amazon UK’s top discounts were on power & hand tools (32.3%), appliances (31.4%) and pet supplies (28.9%).

    After the event, Etsy had the biggest discount (29.8%), led by kitchen (34.3%), pet supplies (32.9%) and bed & bath (28.9%).

    In Europe, Amazon Italy offered the biggest overall home discount before (31.6%) and during (29.4%) Prime Day. Amazon France offered the biggest discount after (21.4%) Prime Day.

    In the pre-sales event, Amazon Italy gave the most generous discounts on pet supplies (31.6%) and appliances (9.3%).

    During Prime Day, Amazon Italy offered the biggest discounts on pet supplies (31.6%), furniture (28.3%) and appliances (9.3%).

    After Prime Day, Amazon France offered the biggest discounts on kitchen (24.6%), appliances (22.9%) and pet supplies (21.4%).

    Popularity

    In the US, among home products with high popularity, Amazon US offered the highest percentage of items with a price decrease (26.8%) and Target offered the greatest magnitude of price decrease (23.6%).

    For home items with moderate popularity, Amazon US offered the highest percentage of items with a price decrease (26.9%) and Target offered the greatest magnitude of price decrease (18.9%).

    Among home merchandise with low popularity, Amazon US offered both the highest percentage of items with a price decrease (23.8%) and the greatest magnitude of price decrease (15.9%).

    Amazon UK stood out in this analysis of product popularity. In the UK, among home products with high popularity, Amazon UK offered the highest percentage of items with a price decrease (37.1%) and Etsy offered the greatest magnitude of price decrease (20.9%).

    For home items with medium popularity, Amazon UK offered the highest percentage of items with a price decrease (35.9%) and Etsy offered the greatest magnitude of price decrease (24.4%).

    Among home merchandise with low popularity, Amazon UK offered both the highest percentage of items with a price decrease (34.9%) and the greatest magnitude of price decrease (21.7%).

    In Europe, Amazon Germany stood out for discounts for home products across all levels of popularity.

    Among home goods with high popularity, Amazon Germany offered both the highest overall percentage of items with a price decrease (29.1%) and the greatest overall magnitude of price decrease (19.1%).

    For home items with medium popularity, Amazon Germany offered both the highest percentage of items with a price decrease (28.4%) and the greatest magnitude of price decrease (19.8%).

    Among home merchandise with low popularity, Amazon Germany offered the highest percentage of items with a price decrease (22.5%) and Amazon Italy offered the greatest magnitude of price decrease (55.1%) related to a product count of 9.

    In Middle East & Asia, among home items with high popularity, Amazon Singapore offered the highest overall percentage of items with a price decrease (35.6%) and Amazon Saudi Arabia had the greatest overall magnitude of price decrease (19.4%).

    For home products with medium popularity, Amazon UAE offered both the highest percentage of items with a price decrease (47.5%) and the greatest magnitude of price decrease (16.0%).

    Among home goods with low popularity, Amazon UAE offered the highest percentage of items with a price decrease (43.3%) and Amazon Japan had the greatest magnitude of price decrease (15.5%).

    Prime Day 2021 hit a global home run

    Overall, Prime Day 2021 offered consumers many generous deals on home products across every region.

    According to our analysis, the retailers whose Prime Day pricing stood the most were Amazon US and Target in the US, Amazon UK and Etsy in the UK, Amazon Germany and Amazon Italy in Europe, Amazon UAE in the Middle East and Amazon Japan in Asia.

    Check out our Prime Day 2021 pricing insights across other categories, including health & beauty, fashion and electronics.

  • Prime Day 2021 Reflected the Global Health & Beauty Category

    Prime Day 2021 Reflected the Global Health & Beauty Category

    As consumers socialize more this year, retailers around the world are competing for sales in the torrid health & beauty category.

    That’s why we at DataWeave wanted to know how Prime Day 2021 discounts played a role in the pricing strategies for health & beauty products. We focused our analysis on how global retailers adapted their Prime Day pricing strategies to distinguish their offerings across seven health & beauty subcategories, including makeup, health care and baby care.

    Our Methodology
    We tracked the pricing of products among 16 leading retailers in nine countries across five regions, including:

    ● The US (Amazon US, Sephora, Target, Ulta and Walmart)
    ● The UK (Amazon UK, Ebay, Etsy and OnBuy)
    ● Europe (Amazon France, Amazon Germany and Amazon Italy)
    ● The Middle East (Amazon Saudi Arabia and Amazon UAE)
    ● Asia (Amazon Japan and Amazon Singapore)

    The results showed some surprising differences among retailers and regions. See how retailers used pricing as a competitive strategy to win Prime Day sales in the health & beauty category, as well as international health & beauty brands that stood out for the discounts on their products.

    Percentage of items with a price decrease

    The US retailer with the overall highest percentage of health & beauty products with a price decrease for Prime Day was Amazon US (23.9%).

    Health & beauty subcategories with the highest percentage of items with a price decrease per US retailer were:

    Amazon US: Fragrance (32.4%), oral care (27.1%) and skin care (22.7%)
    Sephora: Makeup (0.2%)
    Target: Oral care (2.7%), baby care (1.6%) and hair care (0.8%)
    Ulta: Makeup (3.7%), skin care (0.8%) and hair care (0.1%)
    Walmart: Fragrance (35.3%), hair care (27.0%) and skin care (23.1%)

    By far, the UK retailer with the overall highest percentage of items with a price decrease for Prime Day was Amazon UK (41.9%).

    Health & beauty subcategories with the highest percentage of items with a price decrease per UK retailer were:

    Amazon UK: Oral care (62.5%), fragrance (46.2%) and hair care and skin care (both 45.4%)
    Ebay: Makeup (8.1%), fragrance (7.1%) and skin care (4.7%)
    Etsy: Oral care (3.4%), skin care (2.3%) and makeup (0.9%)

    In Europe, Amazon Germany had the overall highest percentage of items with a price decrease for Prime Day (33.1%).

    Health & beauty subcategories with the highest percentage of items with a price decrease per European retailer were:

    Amazon France: Skin care (27.2%), fragrance (25.0%) and hair care (24.4%)
    Amazon Germany: Skin care (49.7%), fragrance (41.3%) and hair care (37.2%)
    Amazon Italy: Skin care (5.9%)

    Across the Middle East & Asia, Amazon UAE had the overall highest percentage of health & beauty items with a price decrease for Prime Day (54.1%).

    Health & beauty subcategories with the highest percentage of items with a price decrease per retailer were:

    Amazon Saudi Arabia: Health care (56.4%), hair care (48.8%) and fragrance (46.2%)
    Amazon UAE: Skin care (64.3%), fragrance (64.0%), and hair care (58.4%)
    Amazon Japan: Oral care (5.3%), skin care (4.5%) and makeup (3.3%)
    Amazon Singapore: Baby care and health care (both 35.6%), makeup (32.6%) and fragrance (31.3%)

    Magnitude of price decrease

    The US retailer with the greatest overall magnitude of price decrease for Prime Day was Ulta (33.3%).

    The health & beauty subcategories with the greatest magnitude of price decrease per US retailer were:

    Amazon US: Hair care (18.0%), baby care (15.5%) and health care (15.4%)
    Sephora: Makeup (24.5%)
    Target: Hair care (46.6%), oral care (28.4%) and skin care and baby care (both 15.0%)
    Ulta: Hair care (40.8%), skin care (34.0%) and makeup (32.5%)
    Walmart: Baby care (11.5%), skin care (11.3%) and hair care (11.0%)

    Brands with the greatest magnitude of price decreases per US retailer included:

    Amazon US: Cerave (54.5%), Aquaphor (54.4%) and Yankee Candle (50.7%)
    Sephora: Nars (25.9%) and Marc Jacobs Beauty (23.1%)
    Target: Kristin Ess (50.0%), Hot Tools (48.6%) and Arc Oral Care (both 40.1%)
    Ulta: KKW Beauty, Lime Crime, Ulta and NYX Professional Makeup (all 50.0%), CoverGirl (47.8%) and Biolage (40.8%)
    Walmart: Whitening Toothpaste (57.6%), Absolute New York (56.7%) and Zdmathe (48.5%)

    The UK retailer with the greatest overall magnitude of price decrease on health & beauty products for Prime Day was Amazon UK (18.6%).

    The health & beauty subcategories with the greatest magnitude of price decrease per UK retailer were:

    Amazon UK: Oral care (23.5%), makeup (22.0%) and skin care (20.2%)
    Ebay: Hair care (16.0%), fragrance (14.4%) and makeup (11.5%)
    Etsy: Makeup (20.0%), oral care (16.1%) and skin care (13.3%)

    Brands with the greatest magnitude of price decreases across health & beauty sub-categories per UK retailer included:

    Amazon UK: Philips Sonicair (56.8%), BaByliss For Men (53.0%) and Dr. PawPaw (52.9%)
    Ebay: Oral-B Braun (50.3%), Clean (50.1%) and Versace (46.0%)
    Etsy: Valdenize (both 48.4%), Allure Wedding Jewelry (32.8%) and Moroccan White (30.0%)

    Among European retailers, Amazon Germany offered the greatest overall magnitude of price decrease on health & beauty products for Prime Day (20.2%).

    The health & beauty subcategories with the greatest magnitude of price decrease per European retailer were:

    Amazon France: Skin care (20.4%), baby care (17.8%) and makeup (16.2%)
    Amazon Germany: Skin care (28.2%), makeup (22.6%) and health care (21.3%)
    Amazon Italy: Skin care (9.9%)

    Brands with the greatest magnitude of price decreases per European retailer included:

    Amazon France: Look Concept (59.8%), Douyao (57.5%) and Eco Styler (57.4% for both hair care and health care)
    Amazon Germany: Le Cuisinier (58.4%), Beurer (47.5%) and Solida (45.9%)
    Amazon Italy: Bezox (9.9%)

    Across the Middle East and Asia, Amazon Japan offered the greatest overall magnitude of price decrease on health & beauty products for Prime Day (18.0%).

    The health & beauty subcategories with the greatest magnitude of price decrease per retailer were:

    Amazon Saudi Arabia: Health care (25.1%), skin care (19.3%) and baby care (16.5%)
    Amazon UAE: Makeup (23.1%), hair care (18.3%) and baby care (18.1%)
    Amazon Japan: Skin care (27.6%), hair care (17.2%) and makeup (14.7%)
    Amazon Singapore: Skin care (10.1%), hair care (8.9%) and health care (8.2%)

    Brands with the greatest magnitude of price decreases per retailer in the Middle East and Asia included:

    Amazon Saudi Arabia: Tide (59.8%), bblüv (58.3%) and Mas (55.0%)
    Amazon UAE: Syoss (59.7%), Vertex (59.1%) and Onesea (58.7%)
    Amazon Japan: ドクターブロナー (Dr. Bronner’s) (54.8%), ゼルマ (Zelma) (50.0%) and いち髪 (47.8%)
    Amazon Singapore: Changing Lifestyles (56.6%), Dynarex (53.0%) and Grohe (52.5%)

    Discounts before, during and after the event

    In the US, specialty beauty retailers’ discounts stood out during Prime Day sales. The US retailer with the biggest overall health & beauty discount before (43.4%), during (39.3%) and after (39.4%) Prime Day was Ulta. During and after Prime Day, Sephora was a close second at 38.2% for both periods.

    Ulta’s biggest pre-event discounts were on makeup (44.2%) and skin care (33.0%). Hair care (40.8%). makeup (39.5%) and skin care (36.0%) were the leading subcategories for Ulta’s discounts during Prime Day. After the event, Ulta’s biggest discounts were for hair care (40.8%), makeup (39.6%) and skin care (37.3%)

    In the UK, OnBuy offered the highest discounts before, during and after Prime Day at 70.0% off baby care products. Yet the total product count was only 2.

    Among the remaining rivals, all of whom had a product count above 1000, Ebay had the highest discounts before (30.8%), during (33.8%) and after (35.0%) Prime Day.

    Before Prime Day, Ebay biggest discounts were on hair care (48.9%), fragrance (23.9%) and makeup (23.4%). Ebay’s top discounts during Prime Day were on hair care (50.3%), makeup (24.9%) and fragrance (24.8%). Similarly, after the event, Ebay had the biggest discounts on hair care (49.9%), makeup (26.7%) and fragrance (26.2%).

    Across retailers in the Middle East & Asia, Amazon UAE offered the biggest overall health & beauty discounts before (26.0%), during (30.7%) and after (26.0%) Prime Day.

    In the pre-sales event, Amazon UAE offered the most generous discounts on makeup (30.7%), fragrance (29.9%) and health care (29.2%).

    During Prime Day, Amazon UAE’s biggest discounts were on makeup (37.2%), fragrance (31.6%) and health care (31.3%).

    During Prime Day, Amazon UAE offered the biggest discounts on fragrance (30.5%), makeup (30.0%) and health care and baby care (both 26.8%).

    Popularity

    In the US, among health & beauty products with high popularity, Amazon US offered the highest percentage of items with a price decrease (24.3%) and Target offered the greatest magnitude of price decrease (29.3%).

    For health & beauty items with medium popularity, Amazon US offered the highest percentage of items with a price decrease (26.0%), and strategic partners Target and Ulta both offered the greatest magnitude of price decrease (33.4%).

    Among health & beauty merchandise with low popularity, Walmart offered the highest percentage of items with a price decrease (18.5%) and Ulta offered the greatest magnitude of price decrease (37.4%).

    Amazon UK stood out among all levels of health & beauty product popularity.

    In the UK, among health & beauty products with high popularity, Amazon UK offered both the highest percentage of items with a price decrease (42.8%) and the greatest magnitude of price decrease (18.6%).

    For health & beauty items with medium popularity, Amazon UK offered the highest percentage of items with a price decrease (42.8%) and Etsy offered the greatest magnitude of price decrease (20.1%).

    Among health & beauty merchandise with low popularity, Amazon UK offered both the highest percentage of items with a price decrease (35.4%) and the greatest magnitude of price decrease (17.6%).

    In Europe, Amazon Germany dominated discounts for health & beauty products across all levels of popularity.

    Among health & beauty goods with high popularity, Amazon Germany offered both the highest overall percentage of items with a price decrease (34.6%) and the greatest overall magnitude of price decrease (20.6%).

    For health & beauty items with medium popularity, Amazon Germany offered both the highest percentage of items with a price decrease (32.7%) and the greatest magnitude of price decrease (20.0%).

    Among health & beauty merchandise with low popularity, Amazon Germany offered the highest percentage of items with a price decrease (33.5%) and the greatest magnitude of price decrease (20.6%).

    In Middle East & Asia, among health & beauty items with high popularity, Amazon UAE offered the highest overall percentage of items with a price decrease (53.0%) and Amazon Saudi Arabia had the greatest overall magnitude of price decrease (18.7%).

    For health & beauty products with medium popularity, Amazon UAE offered the highest overall percentage of items with a price decrease (55.3%) and Amazon Saudi Arabia had the greatest overall magnitude of price decrease (19.7%).

    Among health & beauty goods with low popularity, Amazon UAE offered the highest percentage of items with a price decrease (54.5%) and Amazon Japan had the greatest magnitude of price decrease (18.7%).

    Health & beauty’s stunning Prime Day deals

    Overall, Prime Day 2021 gave shoppers around the world the opportunity to score generous discounts on health & beauty products.

    According to our analysis, the retailers whose Prime Day pricing stood out the most were Amazon US and Ulta in the US, Amazon UK and Ebay in the UK, Amazon Germany in Europe, Amazon UAE in the Middle East and Amazon Japan in Asia.

    Stay tuned for Prime Day 2021 international fashion and home goods pricing insights.

  • As Value Shopping Soars, Pricing Matters More

    As Value Shopping Soars, Pricing Matters More

    The pandemic’s profound economic impact sparked a surge in value shopping.

    Between February and December 2020, 10 million Americans lost their jobs.1 Due to the pandemic, 36% of lower-income adults and 28% of middle-income adults lost a job or took a pay cut (vs. 22% of upper-income adults). In addition, less than a quarter of lower-income adults have three months’ worth of emergency funds (vs. 48% of middle-income adults and 75% of upper-income adults).2

    These financial shifts matter to retailers, as lower- and middle-income households account for 81% (29% and 52%, respectively) of the total U.S. population.3 Reduced disposable income among households like these has led more consumers to embrace bargain-hunting as a shopping habit.

    We’ll see why price sensitive consumers are influencing retailers to adjust their e-commerce pricing strategies to stay competitive and responsive.

    Consumers seek value across retail categories


    Recent research shows 50% of U.S. adults are more sensitive to product prices now than before the pandemic. Also, 80% of U.S. shoppers are taking at least one action to seek more value when they shop for groceries, prioritizing value for money over speed.4

    According to McKinsey, 65% of consumers cited value as one of their top three reasons they switched brands during the pandemic. Also, 40% of shoppers cited a desire for better value and 38% cited better prices or promotions as reasons for choosing new products.5

    Value-oriented pricing influences purchases, as 70% of consumers said product discounts are more important today compared to a year ago. In addition, 54% of consumers said better online deals and discounts are a leading factor that persuades them to choose a specific retailer.6

    As e-commerce explodes, consumers have greater access to information. They can find the best price across online sites and receive notifications when a product’s price drops before they buy.

    Retailers face intense pricing pressure

    Similar to the aftermath of the 2008 recession, discounters and dollar chain retailers are now thriving as consumers seek superior value for money. Consumers need new products yet they no longer want to spend as much as before.

    That’s why bargain retail is poised to be among the biggest winners in 2021 as consumers get out and socialize more. 7

    Dollar General continues to aggressively expand its omnichannel reach as value shopping soars.8 To stay competitive, Family Dollar has partnered with Instacart on same-day delivery.9 In the fierce grocery sector, hard discounter Aldi’s omnichannel expansion includes a focus on private labels and efficient operational processes that improve cost effectiveness and competitive pricing.10

    Across retail categories, a remarkable 50 million price changes take place online every day. Given consumers’ shift to value shopping, more retailers are changing their pricing to offer discounts both online and in-store.11 However, to avoid costly price wars, more retailers are now taking a renewed approach to their pricing strategies to protect their margins as they compete.

    Specifically, to optimize their e-commerce business for profitable growth, more retailers are modernizing their pricing strategies with data insights.

    Pricing intelligence is retailers’ secret weapon 

    As e-commerce rivalry heats up, retailers must evaluate pricing across more online websites to keep their own prices competitive. This process is becoming increasingly complex and time consuming. Meanwhile, retailers may consider adopting aggressive pricing tactics to win online sales. Yet this pricing strategy is unsustainable over the longer term, as it erodes profit margins.

    Today’s heated e-commerce rivalry means retailers can no longer afford to guess at price points or use the same pricing tactics that relied on before the pandemic.

    That’s why leading retailers turn to data insights for their pricing strategies to stay agile and flexible while rapidly adapting to fluctuations in consumer demand and competitors’ pricing.

    Now more retailers turn to DataWeave’s Pricing Intelligence to drive more revenue and margin.

    To optimize profit margins, retailers use our actionable insights to make pricing decisions according to data-driven recommendations. They also make decisions to protect their desired price perception.

    Monitoring competitors’ pricing moves helps retailers benchmark their own performance, identify gaps and respond to market trends faster. They can also refer to historic pricing data analytics to accurately anticipate and counter rivals’ next moves to gain an edge.

    Retailers that apply data insights to optimize their pricing can drive more online revenue by finding the ideal price consumers are willing to pay while still maintaining profitability. Pricing intelligence can make customer acquisition more efficient, and help retailers grow online sales and market share. 

    Amid greater price sensitivity, retailers’ pricing strategies are evolving to use data to adapt to consumers’ needs and drive e-commerce sales and profitability. DataWeave’s Pricing Intelligence gives retailers an edge so they stay agile and competitive, and maximize e-commerce sales across consumers of all economic levels.


    1. Howland, Daphne. The middle class is stressed and the pandemic isn’t helping. Retail Dive. January 20, 2021.
    2. Howland, Daphne. The middle class is stressed and the pandemic isn’t helping. Retail Dive. January 20, 2021.
    3. Bennett, Jesse, Richard Fry and Rakesh Kochhar. Are you in the American middle class? Find out with our income calculator. Pew Research Center. July 23, 2020.
    4. Maake, Katishi. DoorDash, Instacart Eye Launching Credit Cards. The Harris Poll. April 9, 2021.
    5. Charm, Tamara, Harrison Gillis, Anne Grimmelt, Grace Hua, Kelsey Robinson and Ramiro Sanchez Caballero.Survey: US consumer sentiment during the coronavirus crisis. McKinsey & Company. May 13, 2021.
    6. Berthiaume, Dan. Survey: Deals drive purchases during pandemic. Chain Store Age. March 18, 2021.
    7. Thomas, Lauren. Beauty and bargain retail could be the biggest winners in 2021, Wells Fargo predicts. CNBC. March 25, 2021.
    8. Unglesbee, Ben. Dollar General ramps up expansion of Popshelf concept. Retail Dive. March 19, 2021.
    9. Ryan, Tom. Will same-day delivery pay off for dollar stores? RetailWire. February 8, 2021.
    10. Anderson, George. Should Aldi’s growing store count and digital progress keep rivals up at night? RetailWire. February 11, 2021.
    11. Berthiaume, Dan. Survey: Deals drive purchases during pandemic. Chain Store Age. March 18, 2021

  • Similarity matching keeps retailers competitive: Know your rivals

    Similarity matching keeps retailers competitive: Know your rivals

    Soaring e-commerce growth has made retail more crowded, complex and competitive. Now retailers face an urgent need to keep an eye on more rivals with potential substitute products to maximize their own e-commerce growth.

    Consider these recent figures, which illustrate online shoppers’ abundance of product choices:
     

    • 24% year-over-year increase in direct-to-consumer (DTC) brands in the U.S. alone was estimated for 2020 as more brands bypass retailers1
    • 55% of shoppers have purchased private label in the past year and many retailers are investing more in their own brands2
    • 110% average increase in small retailers’ 2020 online holiday sales, as more players launched new e-commerce shops during the pandemic3
    • 39% of U.S. consumers have changed brands, with the level of brand switching doubling in 2020 compared to 2019, especially among Gen Z and Millennial consumers, as loyalty declines4

    These statistics prove that in 2021 retailers need to navigate more online players and products. Now retailers need a new approach to stay on top of market trends to keep their e-commerce strategies competitive, profitable and attractive to discerning online shoppers. 


    Retailers reduce the risk of substitutes with similarity matching

    In response to online crowding, more leading retailers are turning to similarity matching. Similarity matching is a type of retail analytics that scour global e-commerce sites to find products that exactly match a specific item as well as products that closely match it. Similarity matching insights have grown in strategic significance because they increase retailers’ visibility into potential substitute products, so they can respond to all rivals’ moves with greater agility and efficiency to stay competitive.


    In terms of e-commerce applications, similarity matching helps retailers gather insights on potential substitute products so they can adjust their pricing and assortment strategies accordingly. Retailers can align their pricing with rivals’ pricing moves for similar items to protect their margins and maximize profitability. They can also make informed assortment decisions, including which product mix of bestsellers, unique items and private labels could optimize their online sales performance.

    Online shoppers search for products differently across different categories

    Consumer behavior plays a role, as online search habits differ across product categories, which influences the type of similarity matching retailers need. For example, categories like fashion, toys, home and kitchen work best with similarity matching based on text and images. In these highly-visual categories, consumers can quickly determine whether a product fits the design and aesthetic they are looking for. As a result, e-commerce product titles, descriptions and product images play a big role in consumers’ purchase decisions.

    By contrast, consumer electronics and furniture are categories in which consumers tend to seek specific product attributes, such as a certain level of resolution for their high-definition TV or a couch with particular dimensions so it fits their living room. For these types of products, consumer purchases are driven by product specifications, so similarity matching takes into account their specific needs as well as a degree of tolerance for exact or near-similar attributes across online competitors.

    Expect intense e-commerce rivalry in 2021

    As more consumers shop online, they are increasingly informed by online product comparison information. A wide variety of product choices means consumers can substitute similar goods with ease, especially if a particular item is out-of-stock. Perceived product differentiation, price sensitivity and private labels can also influence consumers’ purchase decisions.

    Across categories, e-commerce growth is outpacing total retail growth. When competition is this fierce, there is an increased risk that numerous and aggressive players will drive down profit margins. Leading retailers are now seizing opportunities to earn consumer loyalty. Using similarity matching helps retailers by offering in-demand products that consumers will actually buy and deliver exceptional online experiences to prevent shoppers from switching to rivals and their comparable products.

    Similarity matching lets you stay competitive

    As e-commerce traffic and rivalry increase, similarity matching helps retailers stand out and serve online shoppers more effectively.

    Retailers gain visibility into their entire competitive landscape to keep their e-commerce strategy responsive to shifts among consumers and rivals. By knowing the full scope of potential substitute products available online, retailers can keep their pricing and assortment strategies in line with rivals’ to reduce their risk of losing sales to rivals, and boost their top line, profitability and cost savings.

    The data insights give retailers the flexibility they need to align with online shoppers’ different needs across categories. As a result, retailers can use similarity matching to boost agility and gain a competitive advantage by adapting to online shoppers’ needs, winning their sales and fueling e-commerce growth.DataWeave’s similarity matching capability lets clients


    1 US Direct-to-Consumer Ecommerce Sales Will Rise to Nearly $18 Billion in 2020. eMarketer. April 2, 2020.

    2 Ochwat, Dan. Shopper study: Private brands purchased because they’re preferred. Store Brands. February 24, 2021
    3 Miranda, Leticia. Small businesses who pivoted to e-commerce saw record sales during Black Friday weekend. December 1, 2020.
    4 Charm, Tamara, Harrison Gillis, Anne Grimmelt, Grace Hua, Kelsey Robinson and Ramiro Sanchez Caballero. Survey: US consumer sentiment during the coronavirus crisis. McKinsey & Company. March 24, 2021.

  • Black Friday Prices Tempt Health & Beauty Shoppers

    Black Friday Prices Tempt Health & Beauty Shoppers

    Black Friday looked downright sultry with desirable discounts on health and beauty products.

    This year, health and beauty sales faced the threat of declining demand, as the pandemic keeps many consumers cooped up at home and in-store product testers no longer allowed. Yet consumers’ enduring desire to look and feel their best means this category will remain resilient. (Plus, we want to look smokin’ hot on Zoom.)

    That’s why we were curious to know how retail rivals, ranging from discounters to department stores, are battling it out to become bodacious beauty destinations to win the hearts, wallets and fake lashes of online shoppers.

    To calculate which retailers’ prices offered the broadest and most generous discounts, we examined health and beauty products’ pricing at Amazon, JC Penney, Macy’s, Neiman Marcus, Overstock, Nordstrom, Target and Walmart. We compared the pre-sale period (November 24-26) to the holiday sales period (Black Friday on November 27 through Cyber Monday on November 30) for a glimpse of retailers’ pricing strategies in this fiercely competitive category.

    BlackFriday_Health_Beauty_img1

    To gain insights into retailers’ competitive pricing strategies, we tracked three scenarios: whether prices decreased, increased or remained the same during the last week of November 2020. The vast majority of health and beauty products (91.0%) maintained the same prices during the pre-sale and sales periods. An astounding 99.7% of Target’s health and beauty prices stayed the same during the period.

    Amazon had the highest proportion of health and beauty products that offered a price decrease (18.1%), particularly on men’s fragrance, women’s fragrance and men’s hair care. Offering discounts on more items hints that Amazon wants to attract more health and beauty consumers, including men, by making more items affordable. Target offered the lowest proportion of health and beauty products with price decreases (0.8%).

    Amazon also had the greatest proportion of health and beauty products with a price increase (7.0%) with 15.3% of men’s fragrance earning a price hike.

    BlackFriday_Health_Beauty_img2

    On Black Friday, among health and beauty products with price decreases, Target gave the most generous average discount (37.6% vs. 7.2% for Overstock). However, Target’s discounts applied to only 12 products compared to 798 for Overstock.

    Common types of health and beauty products with the highest average discount on Black Friday have included face makeup, men’s fragrance, men’s hair care, and shampoo and conditioner.

    Among health and beauty products with price increases on Black Friday, Nordstrom had the highest average price hike (43.8% on one women’s fragrance) and Walmart offered the lowest (10.3% on 250 products).

    These findings suggest that Target was willing to create aggressive loss leaders in this category and Amazon wanted to boost health and beauty sales among male shoppers.

    Black Friday vs. Cyber Monday

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    This year, most retailers offered more additional discounts on health and beauty products on Cyber Monday than on Black Friday, possibly to prioritize clearing out their inventory before year-end. JC Penney and Macy’s were the exception. Overall, the top product types that received additional discounts included shave and hair removal, women’s fragrance and face makeup.

    On Cyber Monday, Amazon offered additional discounts on the greatest proportion of health and beauty products (21.1% vs. 2.1% for Target). Amazon focused on men’s hair care, shampoo and conditioner and face makeup.

    BlackFriday_Health_Beauty_img4

    Half the retailers (Amazon, JC Penney, Nordstrom and Overstock) offered deeper additional discounts on health & beauty on Cyber Monday than Black Friday, possibly to clear out their inventory before the end of the year. Cyber Monday discounts ranged from 35.0% for Nordstrom to 7.8% for Overstock.

    Meanwhile, both Neiman Marcus and Walmart offered the same levels of discounts on both Black Friday and Cyber Monday.

    Overall, the types of health and beauty products with the deepest discounts on both Black Friday and Cyber Monday were shampoo and conditioner, men’s hair care and face makeup.

    Additional discounts across products by “premiumness” level

    For almost all the retailers, the percentage of health and beauty products with additional discounts was higher on Cyber Monday than on Black Friday. Overstock had the highest proportion (20.2%), slightly more than Amazon (20.0%).

    JC Penney had a higher percentage of products with additional discounts on Black Friday. Neiman Marcus had the same percentage of products on both sales days.

    All the retailers except JC Penney and  Neiman Marcus allocated the greatest percentage of their additional discounts to health and beauty products at the high level of premium. The retailers may have wanted to appeal to upscale shoppers and make high premium goods more accessible to a broader audience of consumers.

    Half of the retailers (JC Penney, Nordstrom, Target and Walmart) offered deeper discounts on Black Friday than Cyber Monday.

    Target offered the most generous discounts on Black Friday with an average additional discount of 39.7%, which ranged from 50.1% on moderately premium health and beauty products to 28.6% for products at a high premium level. Target appeared to make more beauty items, including high premium items, affordable to more consumers to stay competitive as a beauty destination.

    Conversely, Amazon, Overstock and Macy’s were more generous with additional discounts on Cyber Monday. Among the high premium level of health and beauty products on Cyber Monday, Macy’s offered the deepest discounts (31.3%), edging out department store rival JC Penney (30.4%) in competing for upscale shoppers.

    Health & Beauty’s Ravishing Holiday Prices

    This year’s Black Friday and Cyber Monday pricing strategies showed retailers’ attempts to stand out, expand their market reach to stay competitive. Appealing to a broader audience included spanning upscale and value tiers, and wooing more male online shoppers to grow their top line and boost loyalty in an intense category amid a pandemic.

    Stay tuned for more Black Friday and Cyber Monday 2020 analysis to discover how retailers strategically price their products to win in leading e-commerce categories.