Data Insights: Black Friday Cyber Monday 2021

Bluecore collected data on Black Friday Cyber Monday 2021 to identify insights in shopper behavior. These insights offer retailers visibility into the trends that will not only impact sales for the remainder of the year and going into 2022, but also demonstrate fundamental changes for consumers.

Bluecore derived data on Black Friday and Cyber Monday from 787 million first-party cookies, 585 million cart events, 4 million unique products, 39.2 million orders and $4.7 billion in total sales across 153 retail brands (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, and 7 Technology).  

The resulting insights are based on analysis of a total of 5.9 billion shopper events across these brands’ ecommerce sites.

Bluecore gathered and analyzed this data on Black Friday 2021 and Cyber Monday 2021. The complete methodology can be found in the Appendix of this report.

Question 1: Did retail brands see more repeat purchases on Black Friday 2021? Or are most customers first-time buyers?

Why is this important? These new shoppers represent a huge opportunity for brands to drive repeat purchases and increase customer lifetime value and revenue for brands. Bringing your first-time shoppers from Black Friday back to your brand could mean an $898K revenue opportunity for every 100,000 shoppers and each next purchase increases customer lifetime value for retailers across industries from apparel to home goods.

Question 2: Did brands see more first and second-time buyers on Black Friday 2021 compared to Black Friday 2020? 

Question 3: How many shoppers became repeat buyers of brands they first discovered this year?

Question 4: How does site traffic on Black Friday 2021 compare to Black Friday 2o20? How does it compare to Cyber Monday 2021?

Question 5: Are Black Friday purchases more likely to be planned or impulse buys?

Why is this important? This spread of impulse vs. planned buys indicates that brands must have a marketing plan that accounts for both impulse and planned buys to capture the maximum number of purchases.

Question 6: Did shoppers place more orders on Black Friday 2021 compared to Black Friday 2020? Did they place more orders on Cyber Monday 2021 compared to Black Friday 2021?

Question 7: How many shoppers abandoned a brand because the product they wanted was out of stock on Black Friday Cyber Monday 2021?

Question 8: What verticals were impacted by the global supply shortage?

Question 9: What Apparel products were most sought out during Black Friday 2021? Compared to Black Friday 2020?

Question 10: What Apparel products were least sought out during Black Friday 2021 compared to Black Friday 2020?

Question 11: Did average order values increase across First-Time, Second-Time, Third-Time and Fourth Time Buyers on Black Friday 2021?

Why is this important? These numbers confirm previous data from Bluecore that the value of an individual shopper that makes multiple purchases over time, compounds. This leads to exponential profitability with each subsequent purchase. Given the rising costs of new customer acquisition in comparison to the relatively lower cost of driving each additional purchase, retailers should be investing heavily in retention as a growth strategy.

Question 12: What percentage of shoppers were identified by brands on Black Friday Cyber Monday 2021?

Why is this important? Identifying a shopper is the critical first step in being able to communicate with shoppers effectively. Identification opens the door to understanding their unique behavior and preferences in order to be able to deliver personalized, automated recommendations that help shoppers navigate the variety of products on your site with as few clicks as possible and ultimately get them to their first purchase. Improved identification leads to more conversion opportunities that drive ecommerce revenue.

Question 13: How many orders were placed from November 23rd through November 28th relative to Cyber Monday?

Appendix:

Methodology: Black Friday 2021

Bluecore derived this data from 348 million first-party cookies, 502 million cart events, 3 million unique products, 33 million orders and $4 billion in total sales across 153 retail brands (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, and 7 Technology).  

These insights are derived from Black Friday UTC (7PM EST Thursday 11/26 – 7PM EST Friday 11/27).

Q1: Did retail brands see more repeat purchases on Black Friday 2021? Or are most customers first-time buyers? 

For 153 retail brands (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, and 7 Technology), we calculated the percentage of first-time, second-time, third-time, and fourth-time buyers on Black Friday 2021.

Q2: Did brands see more first and second-time buyers on Black Friday 2021 compared to Black Friday 2020? What did this look like on Cyber Monday?

For 153 retail brands (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, and 7 Technology), we calculated the percentage of first-time and second-time buyers on Black Friday 2021 and compared that to the percentage of first and second-time buyers in 2020.  

Q3: How many shoppers became repeat buyers of brands they first discovered this year?

For 153 retailers (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, 7 Technology), we calculated the proportion of buyers who made their first purchase from 1/1 – 9/30 and purchased again in the early holiday season, defined as 10/1 –  Black Friday (11/27) 

Q4: How does site traffic on Black Friday 2021 compare to Black Friday 2020?

For 153 retailers (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, 7 Technology) in 2021:

55 retailers have < 20,000 cookies onsite on a typical day (‘smaller’), 52 retailers have between 20K-100K cookies onsite on a typical day and 46 retailers have > 100K people on-site on a typical day in 2020. A customer is considered on-site if one of the following retail-specific actions is taken: add to cart, viewed cart, viewed product, search, browse category, or purchase. As such, homepage visits are not included. For each retailer, site traffic on Black Friday is compared to that of a typical day in October 2021 and the factor is calculated as: number of cookies on-site on Black Friday/number of cookies on-site on a typical day,  October 2021.

For each category, the median factor is calculated and can be interpreted as described.

Q5. Are Black Friday purchases more likely to be planned or impulse buys?

For 153 retailers (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, 7 Technology) in 2021, we calculated the proportion of Black Friday shoppers viewed a product within the entire month prior to the day. For each retailer calculate the following and take the median values for each category:

Average number of products viewed: average number of distinct products (as calculated using the product id field) viewed in the month prior to Black Friday.

Average number of views: average number of distinct views in the month prior to Black Friday (a single product can be viewed multiple times).

Proportion of Black Friday shoppers that viewed: the proportion of all the customers who made a purchase online on Black Friday that viewed at least once in the month prior.

Q6: Did shoppers place more orders on Black Friday 2021 compared to Black Friday 2020?

For 153 retailers (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, 7 Technology) in 2021 we calculated proportion of Black Friday shoppers who placed an order on Black Friday 2021 and compared it to the proportion of shoppers who placed an order on Black Friday 2020, operating off of UTC time zone. 

Q7. How many shoppers abandoned a brand because the product they wanted was OOS?

For 107 retailers (39 Apparel, 10 Health & Beauty, 13 Footwear, 11 Home Goods, 7 Jewelry, 9 Specialty Gifting, 13 Sporting Goods, 3 Technology) in 2021 we calculated the proportion of shoppers who viewed a product that was out of stock and then did not purchase any other product.

Q8: What verticals were impacted by OOS? 

For 107 retailers (39 Apparel, 10 Health & Beauty, 13 Footwear, 11 Home Goods, 7 Jewelry, 9 Specialty Gifting, 13 Sporting Goods, 3 Technology)  in 2021 we calculated the proportion of product views that involved a product that was out of stock.

Q9: What products were most sought-out during Black Friday 2021? Compared to Black Friday 2020?

For 15 retailers (All apparel) in 2021 we calculated the percentage of products in each product’s category defined by our Universal Catalog model.

Q10: What products were not popular during Black Friday 2021? Compared to Black Friday 2020?

For 15 retailers (All apparel) in 2021 we calculated the percentage of products in each product’s category defined by our Universal Catalog model.

Q11: What was the AOV of shoppers’ carts for 1st time, 2nd time, 3rd time and 4th time buyers on Black Friday?

For 153 retailers (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, 7 Technology) in 2021 we calculated the average order value of shopper’s orders, broken down by their purchase number – 1st time, 2nd time, 3rd time, or 4th time.

Q12: What percentage of shoppers were identified by brands on Black Friday Cyber Monday 2021?

For 153 retailers (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, 7 Technology) in 2021 we calculated the percentage of shoppers that were identified by their email address, for three different shopper event types (Viewed Product, Search, and Cart).

Q13: How many orders were placed from November 23rd through November 28th relative to Cyber Monday?

For 153 retailers (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, 7 Technology) in 2021 we calculated the number of orders on each day relative to the number of orders placed on Cyber Monday.

Methodology: Cyber Monday 2021

These insights are derived from Cyber Monday UTC (7PM EST Sunday 11/28 – 7PM EST Monday 11/29).

Bluecore derived data on Black Friday from 439 million first-party cookies, 83 million cart events, 663 million shopper events, 1 million unique products, 6.2 million orders and $688 million in total sales across 153 retail brands (47 Apparel, 19 Health & Beauty, 21 Footwear, 15 Home Goods, 11 Jewelry, 11 Specialty Gifting, 22 Sporting Goods, and 7 Technology).  

All methodology was the same for Cyber Monday questions as Black Friday questions.