1.9 billion shopper events over BFCM
Industry-Wide Insights Across 100's of Bluecore Customers
You can’t engage shoppers without first knowing who they are and this year identification remains an opportunity. Site traffic grew nearly 15% YoY, yet retailers identified only 27% of shoppers. Just 8% were newly identified over the weekend, and 1.11% of those went on to buy on Black Friday. As traffic rises, the identification gap persists, making early signal capture critical to turning anonymous visitors into valuable customers.
Shoppers spread their spend across the full Cyber Week, with 23.5M orders placed Sunday to Cyber Monday. Black Friday remains the peak, but Cyber Monday wasn’t far behind. Median order volume grew this year, while AOV rose more modestly. Overall, shoppers bought more often, but the value of each purchase varied widely by vertical, signaling a more intentional, deal-driven consumer mindset.
Repeat buyers took the lead this year, driving 53% of all orders, a major jump from last year, when new shoppers made up the majority. New buyers dropped to 34.8%, with reactivated shoppers consistent at 12%. With repeat purchase rates rising across key verticals, loyalty clearly played a bigger role in this year’s BFCM performance.
This year’s top-performing campaigns leaned heavily on intent signals. Abandon cart and price drop triggers were the strongest purchase drivers. Overall, the campaigns that paired real-time shopper intent and relevant personalization across channels delivered the biggest impact throughout BFCM.
This BFCM delivered a massive influx of customer context. Retailers created 60.8M new shopper profiles over the four days, giving brands more fuel than ever to personalize downstream moments. Automated campaigns also grew meaningfully year over year, with higher trigger volumes and a greater share of total send volume from behavior-driven messages.
You can’t engage shoppers without first knowing who they are and this year identification remains an opportunity. Site traffic grew nearly 15% YoY, yet retailers identified only 27% of shoppers. Just 8% were newly identified over the weekend, and 1.11% of those went on to buy on Black Friday. As traffic rises, the identification gap persists, making early signal capture critical to turning anonymous visitors into valuable customers.
Shoppers spread their spend across the full Cyber Week, with 23.5M orders placed Sunday to Cyber Monday. Black Friday remains the peak, but Cyber Monday wasn’t far behind. Median order volume grew this year, while AOV rose more modestly. Overall, shoppers bought more often, but the value of each purchase varied widely by vertical, signaling a more intentional, deal-driven consumer mindset.
Repeat buyers took the lead this year, driving 53% of all orders, a major jump from last year, when new shoppers made up the majority. New buyers dropped to 34.8%, with reactivated shoppers consistent at 12%. With repeat purchase rates rising across key verticals, loyalty clearly played a bigger role in this year’s BFCM performance.
This year’s top-performing campaigns leaned heavily on intent signals. Abandon cart and price drop triggers were the strongest purchase drivers. Overall, the campaigns that paired real-time shopper intent and relevant personalization across channels delivered the biggest impact throughout BFCM.
This BFCM delivered a massive influx of customer context. Retailers created 60.8M new shopper profiles over the four days, giving brands more fuel than ever to personalize downstream moments. Automated campaigns also grew meaningfully year over year, with higher trigger volumes and a greater share of total send volume from behavior-driven messages.
Black Friday Vertical Performance
Our Methodology
Bluecore analyzed the following data from BFCM 2025, collected from 22.5 million first-party cookies, 1.95 billion shopper events, 3.7 million orders, and $531 million in total sales across 144 retail brands.
Of these 144 brands, 59 are classified as enterprise (those with at least 250,000 unique customers on Black Friday), while the remaining 85 are considered mid-market.
Black Friday UTC timeframe: 7:00 PM Thursday, November 27, 2025, through 11:59 PM Friday, November 28, 2025.
BFCM UTC timeframe: 7:00 PM Thursday, November 27, 2025, through 11:59 PM Monday, December 1, 2025.
Cyber Monday UTC timeframe: 7:00 PM Sunday, November 30, 2025, through 11:59 PM Monday, December 1, 2025.
Cyber10 UTC timeframe: 7:00 AM Sunday, November 23, 2025, through 11:59 PM Tuesday, December 2, 2025.
Site Traffic Comparison: Black Friday 2024 vs. 2025
Site traffic was measured as the median year-over-year (YOY) change in session volume for all businesses within each industry. A session is defined as a continuous duration of onsite activity, ending only after 30 minutes of inactivity.
Shopper Identification Breakdown
We calculated the percentage of on-site cookies on Black Friday 2025 that fell into the following categories:
- Identified: Cookies associated with an email address before Black Friday.
- Newly Identified: Cookies associated with an email address for the first time on November 28, 2025.
- Unidentified: Cookies not associated with any email address.
Changes in Average Order Value and Total Orders
We calculated the total order volume and average order value (AOV = revenue ÷ orders) for Black Friday shoppers on November 28, 2025, and compared it to November 29, 2024. Industry AOV changes were calculated as the median year-over-year (YOY) change in AOV for all businesses within each industry.
Breakdown of Buyer Types on Black Friday 2025
- New Buyers: Made their first purchase with the brand between December 3, 2024, and November 28, 2025.
- Reactivated Buyers: Had previously purchased with the brand but had been inactive for at least 12 months prior to December 3, 2024, and were reactivated in the 12 months prior to November 28, 2025.
- Active Buyers: Had at least 1 purchase in the 12 months prior to December 3, 2024.
We also calculated the percentage of repeat buyers (those with a history of purchasing with the brand before) compared to new buyers (those buying for the first time). This comparison was analyzed for Black Friday 2025 and compared to 2024. Repeat buyer rate is defined as total count of repeat buyers / total buyers.
Recent First-Time Buyers: Those who made their first purchase with a brand on or after November 1, 2025, and placed an order on Black Friday.
Recently Identified Who Bought: Those who were identified for the first time on or after November 1, 2025, and placed an order on Black Friday.
AI Shopping Agent Insights
All source data is from conversations between customers and alby’s AI shopping agent, gathered between during the BFCM timeframes noted above. The dataset includes more than 1M questions asked across more than 1.27M customer e-commerce interactions in November 2025.
Engagement rate is measured by the number of shoppers who asked questions during the timeframe compared to October 24, 2025 thru October 27, 2025 (non-BFCM).
Apparel retailers showed strong efficiency in converting known shoppers this Black Friday. 1.49% of newly identified buyers made a purchase, outperforming the 1.11% average and signaling that once a shopper is identified, apparel brands are particularly effective at driving them to buy. Apparel brands maintained healthy shopper loyalty, with repeat purchase rates rising 6.60%, slightly above the cross-vertical lift. Enterprise retailers saw 46% of sales from repeat buyers, closely aligned with the overall benchmark, while mid-market brands exceeded their peer group at 27.23%. These repeat-driven gains underscore the value of identification and retention as core strengths for apparel.
Despite solid performance from identified and repeat shoppers, apparel lagged the broader market on several signals. Site traffic rose 4.39% YoY, well below the 14.82% average, and both order volume and AOV declined year over year. Because apparel brands tend to excel at identification and retention, improving acquisition velocity could have an outsized impact. Strengthening traffic growth, re-engagement flows, and new-to-file activation would help rebuild momentum and create a larger base of loyalists heading into next season.
Apparel retailer’s site traffic was up 4.39% year-over-year, compared with the average increase of 14.82%.
Mobile continued to reign supreme on Black Friday, accounting for 75% of site traffic, down from 79% last year.
Apparel retailers had an average identification rate of 26% just above than the overall average of 25%.
1.49% of newly identified apparel buyers made a purchase on Black Friday, above the 1.11% average.
Apparel retailers’ average order value decreased by 7.46% year-over-year, compared with the overall average increase of 22.60%.
Apparel retailers’ order volume decreased just under 1% year-over-year, compared with the overall average increase of 6.74%.
Once again, Black Friday accounted for the bulk of Cyber 10 sales at 18.1%, followed by Saturday (15.8%) and Cyber Monday (13.2%).
From last year, apparel retailers’ repeat purchase rate increased by 6.60%, just above the overall average increase of 7%.
Enterprise apparel retailers saw just over 46.58% of their sales come from repeat buyers, in line with the average.
Mid-market apparel retailers saw 27.23% of their sales come from repeat buyers, above the 20.36% average.
On Black Friday, 34.80% of purchases were made by new buyers, while retained and reactivated buyers accounted for 53.10% and 12.10% of sales, respectively.
Department stores showed stable performance among known customers this Black Friday. Their 27.45% identification rate outpaced the industry average, and AOV inched up 0.43% YoY, signaling steady spend among engaged shoppers even as overall AOV surged elsewhere. Loyalty remained a clear advantage: repeat purchase rates rose 6.2%, and enterprise retailers saw 61.44% of sales come from repeat buyers, far above the 46.58% benchmark. This strong contribution from returning customers underscores the enduring value of long-standing relationships within the vertical.
While performance among known customers was strong, department stores continued to face pressure at the top of the funnel. Site traffic fell 4.35% YoY, in contrast to a 14.82% increase industry-wide. Newly identified shoppers also converted below average, with just 0.63% purchasing on Black Friday. These trends point to a need to expand reach and accelerate acquisition. Strengthening traffic growth, improving first-visit identification, and re-engaging lapsed shoppers would help grow the pool of potential buyers. With loyalty already a core strength, widening the funnel represents the biggest opportunity to drive incremental lift.
Department stores’ site traffic decreased by 4.35% year-over-year, compared with the average increase of 14.82%.
Mobile continued to reign supreme on Black Friday, accounting for 75% of site traffic, down from 79% last year.
Department stores had an average identification rate of 27.45% just above the overall average of 25%.
0.63% of department store customers had been recently identified, under the 1.11% average.
Department stores’ average order value increased by 0.43% year-over-year, compared with the overall average increase of 22.60%.
Department stores’ order volume increased by 6.74% year-over-year, in line with the overall average.
Once again, Black Friday accounted for the bulk of Cyber 10 sales at 18.1%, followed by Saturday (15.8%) and Cyber Monday (13.2%).
From last year, department stores’ repeat purchase rate increased by 6.20%, compared with the overall average increase of 7%.
Enterprise department stores saw 61.44% of their sales come from repeat buyers, compared with the 46.58% average.
On Black Friday, 34.80% of purchases were made by new buyers, while retained and reactivated buyers accounted for 53.10% and 12.10% of sales, respectively.
Footwear retailers showed strong performance among known shoppers this Black Friday. Their 27.92% identification rate exceeded the industry average, and 1.52% of newly identified shoppers converted, outperforming the 1.1% benchmark. Loyalty was a standout: repeat purchase rates surged 18.56% YoY, more than double the cross-vertical increase. Even though repeat buyers made up a smaller share of enterprise and mid-market sales, the significant lift in repeat rate signals that once footwear shoppers re-engage, they convert at high intent.
Despite strong momentum within identified and repeat customer groups, footwear trailed the broader market in AOV, increasing just 6.15% compared with a 22.6% industry lift. Site traffic also grew slightly below average (12.36% vs. 14.82%), suggesting untapped acquisition potential. Because footwear brands convert known shoppers exceptionally well, particularly newly identified and re-engaged buyers, expanding the top of the funnel remains the biggest opportunity. Improving identification across entry points, enhancing first-visit capture, and deepening retention programs can help footwear retailers translate healthy traffic and loyalty gains into even stronger revenue growth.
Footwear retailers’ site traffic increased by 12.36% year-over-year, compared with the average of 14.82%.
Mobile continued to reign supreme on Black Friday, accounting for 75% of site traffic, down from 79% last year.
Footwear retailers had an average identification rate of 27.92%, above the overall average of 25%.
Recently identified buyers made up 1.52% of footwear purchasers, above the 1.1% average.
Footwear retailers’ average order value increased by 6.15% year-over-year, compared with the overall average increase of 22.6%.
Footwear retailers’ order volume increased by 11.89% year-over-year, almost double the overall average increase of 6.74%.
Once again, Black Friday accounted for the bulk of Cyber 10 sales at 18.1%, followed by Saturday (15.8%) and Cyber Monday (13.2%).
From last year, footwear retailers’ repeat purchase rate increased by 18.56%, more than double the overall average increase of 7%.
Enterprise footwear retailers saw 24.71% of their sales come from repeat buyers, compared with the 46.58% average.
Mid-market footwear retailers saw 15% of their sales come from repeat buyers, compared with the 20.36% average.
On Black Friday, 34.80% of purchases were made by new buyers, while retained and reactivated buyers accounted for 53.10% and 12.10% of sales, respectively.
Health & beauty retailers saw exceptional top-of-funnel momentum this Black Friday, with site traffic surging 39.63% YoY, far above the 14.82% industry average. Order volume also grew 6.12%, closely aligned with the broader benchmark. Loyalty continues to be a defining strength for the category: repeat purchase rates rose 15.55%, more than double the cross-vertical increase, and enterprise retailers saw 54.99% of sales come from repeat buyers. These signals reinforce the category’s strong base of returning customers and its ability to drive meaningful value from existing relationships.
Despite strong traffic and loyalty performance, Health & Beauty underperformed on two key levers: identification and spend. The category’s 20.81% identification rate trailed the 25% average, and newly identified shoppers converted at 0.76%, below the 1.11% benchmark, suggesting early customer activation remains an untapped opportunity. AOV also declined 3.13%, in contrast to a 22.6% increase overall, highlighting room to strengthen bundling, replenishment, and higher-value product discovery. With traffic at all-time highs and repeat purchasing accelerating, improving identification across entry points and enhancing early lifecycle messaging can help capture more value from both new and returning shoppers. This is the biggest lever to turn substantial awareness into sustained revenue growth.
Health & beauty retailers saw a major increase of 39.63% year-over-year increase in site traffic, far outpacing the 14.82% average.
Mobile continued to reign supreme on Black Friday, accounting for 75% of site traffic, down from 79% last year.
Health & beauty retailers had an average identification rate of 20.81%, compared to the overall average of 25%.
Recently identified shoppers made up 0.76% of health & beauty buyers, just under the 1.11% average.
Health & beauty retailers’ average order value decreased by 3.13% year-over-year, compared with the overall average increase of 22.6%.
Health & beauty retailers’ order volume increased by 6.12% year-over-year, in line with the overall increase of 6.74%.
Once again, Black Friday accounted for the bulk of Cyber 10 sales at 18.1%, followed by Saturday (15.8%) and Cyber Monday (13.2%).
From last year, health & beauty retailers’ repeat purchase rate increased by 15.55%, more than double the overall average increase of 7%.
Enterprise health & beauty retailers saw 54.99% of their sales come from repeat buyers, compared with the 46.58% average.
Mid-market health & beauty retailers saw 22.75% of their sales come from repeat buyers, compared with the 20.36% average.
On Black Friday, 34.80% of purchases were made by new buyers, while retained and reactivated buyers accounted for 53.10% and 12.10% of sales, respectively.
Home retailers benefited from strong top-of-funnel momentum this Black Friday. Site traffic increased 19.11% YoY, outpacing the 14.82% industry average, and the category delivered standout value per order: AOV surged 55.82%, more than double the overall lift. Identification (21.32%) and newly identified conversion (0.74%) tracked close to benchmarks, reinforcing that Home performs steadily once shoppers enter the funnel. Together, these signals highlight the vertical’s ability to drive meaningful revenue from shoppers who do engage.
Despite strong traffic and exceptional AOV growth, Home retailers faced challenges deeper in the funnel. Order volume declined 10.54% YoY, contrasting with a 6.74% increase overall, indicating missed conversion potential. Repeat purchase rates rose only 1.72%, below the 7% benchmark, and repeat buyers accounted for a smaller share of sales across both enterprise (27.33%) and mid-market (17.96%) retailers. Improving early lifecycle activation, strengthening replenishment and cross-category retention programs, and increasing identification across high-intent pages represent the biggest opportunities to convert strong traffic into sustained revenue and loyalty.
Home retailers saw a 19.11% year-over-year increase in site traffic, compared to the 14.82% average.
Mobile continued to reign supreme on Black Friday, accounting for 75% of site traffic, down from 79% last year.
Home retailers had an average identification rate of 21.32% inline with the overall average of 23.73%.
Recently identified shoppers made up 0.74% of home buyers, just under the 1.1% average.
Home retailers’ average order value increased by 55.82% year-over-year, above the overall average increase of 22.6%.
Home retailers’ order volume decreased by 10.54% year-over-year, compared with the overall average increase of 6.74%.
Once again, Black Friday accounted for the bulk of Cyber 10 sales at 18.1%, followed by Saturday (15.8%) and Cyber Monday (13.2%).
From last year, home retailers’ repeat purchase rate increased by 1.72%, compared with the overall average increase of 7%.
Enterprise home saw 27.33% of their sales come from repeat buyers, compared with the 46.58% average.
Mid-market home retailers saw 17.96% of their sales come from repeat buyers, compared with the 20.36% average.
On Black Friday, 34.80% of purchases were made by new buyers, while retained and reactivated buyers accounted for 53.10% and 12.10% of sales, respectively.
Jewelry and accessories retailers saw strong top-of-funnel momentum this Black Friday, with site traffic up 31.53% YoY, more than double the 14.82% industry average. The category also demonstrated solid activation among known shoppers: 1.11% of newly identified customers purchased, in line with the broader benchmark. Loyalty remained a standout advantage, with repeat purchase rates climbing 25.62% YoY, far outpacing the cross-vertical increase. This surge highlights the deep affinity returning shoppers have for the category, especially given the higher consideration nature of many jewelry and accessories purchases.
Despite strong engagement and exceptional growth in repeat behavior, the category faced challenges deeper in the funnel. AOV declined 7.46% YoY, contrasting sharply with the 22.6% increase overall, suggesting potential pressure on assortment or promotional strategy. Order volume also dipped 0.72%, while the broader market rose 6.74%, indicating missed conversion opportunities despite elevated traffic. Additionally, repeat buyers represented a smaller share of total purchases across both enterprise (27.39%) and mid-market (13.94%) retailers relative to other verticals. Strengthening post-purchase engagement, loyalty programs, and early-lifecycle activation can help translate surging interest and repeat potential into higher conversion and a larger overall share of sales.
Jewelry and accessories retailers saw a 31.53% increase in site traffic, more than double the 14.82% average.
Mobile continued to reign supreme on Black Friday, accounting for 75% of site traffic, down from 79% last year.
Jewelry and accessories retailers had an average identification rate of 23.8% compared with the overall average of 25%.
1.11% of jewelry and accessories buyers had been recently identified, in line with the average.
Jewelry and accessories retailers’ average order value decreased by 7.46% year-over-year, compared with the overall average increase of 22.60%.
Jewelry and accessories retailers’ order volume slightly decreased by 0.72% year-over-year, compared with the overall average increase of 6.74%.
Once again, Black Friday accounted for the bulk of Cyber 10 sales at 18.1%, followed by Saturday (15.8%) and Cyber Monday (13.2%).
From last year, jewelry and accessories retailers’ repeat purchase rate increased by 25.62%, well above the overall average increase of 7%.
Enterprise jewelry and accessories retailers saw 27.39% of their sales come from repeat buyers, compared with the 46.58% average.
Mid-market jewelry and accessories retailers saw 13.94% of their sales come from repeat buyers, compared with the 20.36% average.
On Black Friday, 34.80% of purchases were made by new buyers, while retained and reactivated buyers accounted for 53.10% and 12.10% of sales, respectively.
The luxury vertical comprises a combination of department stores, and footwear and jewelry & accessories retailers. We omitted luxury from the vertical comparisons in order to avoid counting these brands twice. Instead, we looked at how luxury retailers compared against the overall averages which are denoted as general market retailers.
Luxury retailers saw healthy engagement this Black Friday, with site traffic up 11.82% YoY and AOV rising 2.13%, signaling steady demand for premium products. Loyalty was a bright spot, repeat purchase rates jumped 21.87%, far outpacing the broader market. Still, customer progression remains a key opportunity. Identification (24.24%) and newly identified conversion (0.5%) trailed benchmarks, and order volume grew just 0.41%. With repeat buyers making up a smaller share of total sales, luxury brands can benefit from strengthening early-lifecycle activation and deepening post-purchase engagement to better convert traffic into long-term value.
Luxury retailers’ site traffic increased by 11.82% year-over-year, compared with the average of 6.14% seen by general market retailers.
Mobile continued to reign supreme on Black Friday, accounting for 75% of site traffic, down from 79% last year.
Luxury retailers had an average identification rate of 24.24% compared with 25% for general market retailers.
Luxury retailers converted 0.5% of their newly identified shoppers, compared with the 0.91% average of general market brands.
Luxury retailers’ average order value increased by 2.13% year-over-year, compared with the average increase of 19.13% for general market retailers.
Luxury retailers’ order volume increased by 0.41% year-over-year, compared with the overall average increase of 15.20% for general market retailers.
Once again, Black Friday accounted for the bulk of Cyber 10 sales at 18.1%, followed by Saturday (15.8%) and Cyber Monday (13.2%).
From last year, luxury retailers’ repeat purchase rate increased by 21.87%, well above the general market retailers’ average increase of 0.83%.
17.46% of luxury retailers’ sales came from repeat buyers, compared with the 27.19% overall average.
Sports & hobbies retailers benefit from niche, high-intent audiences, and this year’s Black Friday data reinforced that edge. AOV surged 75.41% YoY, the highest of any vertical, and 1.21% of newly identified shoppers purchased, outperforming the 1.1% average. Order volume also climbed 22.73%, far above the 6.74% cross-vertical lift. With repeat buyers driving 86.9% of enterprise sales and 23.32% of mid-market sales, the category continues to be powered by passionate enthusiasts who return when the right products and moments align.
Despite strong buyer intent and exceptional order value growth, identification remains a gap. The vertical’s 23.73% ID rate trailed the 25% benchmark, and repeat purchase rates declined 4.97% YoY, bucking the industry’s upward trend. These signals point to room to strengthen acquisition and re-engagement programs. By improving identification across entry points and deepening lifecycle activation, sports & hobbies retailers can better capitalize on high-intent visitors and build a larger, more consistently active customer base.
Sports & hobbies retailers’ site traffic increased by 14.82% year-over-year, in line with the average.
Mobile continued to reign supreme on Black Friday, accounting for 75% of site traffic, down from 79% last year.
Sports & hobbies retailers had an average identification rate of 23.73% compared with the overall average of 25%.
1.21% of sports & hobbies buyers had been recently identified above the 1.1% average.
Sports & hobbies retailers’ average order value increased by 75.41% year-over-year, compared with the overall average increase of 22.6%.
Sports & hobbies retailers’ order volume increased by 22.73% year-over-year, compared with the overall average increase of 6.74%.
Once again, Black Friday accounted for the bulk of Cyber 10 sales at 18.1%, followed by Saturday (15.8%) and Cyber Monday (13.2%).
From last year, sports & hobbies retailers’ repeat purchase rate decreased by 4.97%, compared with the overall average increase of 7%.
Enterprise sports & hobbies retailers saw 86.9% of their sales come from repeat buyers, compared with the 46.58% average.
Mid-market sports & hobbies retailers saw 23.32% of their sales come from repeat buyers, compared with the 20.36% average.
On Black Friday, 34.80% of purchases were made by new buyers, while retained and reactivated buyers accounted for 53.10% and 12.10% of sales, respectively.
Our Methodology
Bluecore analyzed the following data from BFCM 2025, collected from 22.5 million first-party cookies, 1.95 billion shopper events, 3.7 million orders, and $531 million in total sales across 144 retail brands.
Of these 144 brands, 59 are classified as enterprise (those with at least 250,000 unique customers on Black Friday), while the remaining 85 are considered mid-market.
Black Friday UTC timeframe: 7:00 PM Thursday, November 27, 2025, through 11:59 PM Friday, November 28, 2025.
BFCM UTC timeframe: 7:00 PM Thursday, November 27, 2025, through 11:59 PM Monday, December 1, 2025.
Cyber Monday UTC timeframe: 7:00 PM Sunday, November 30, 2025, through 11:59 PM Monday, December 1, 2025.
Cyber10 UTC timeframe: 7:00 AM Sunday, November 23, 2025, through 11:59 PM Tuesday, December 2, 2025.
Site Traffic Comparison: Black Friday 2024 vs. 2025
Site traffic was measured as the median year-over-year (YOY) change in session volume for all businesses within each industry. A session is defined as a continuous duration of onsite activity, ending only after 30 minutes of inactivity.
Shopper Identification Breakdown
We calculated the percentage of on-site cookies on Black Friday 2025 that fell into the following categories:
- Identified: Cookies associated with an email address before Black Friday.
- Newly Identified: Cookies associated with an email address for the first time on November 28, 2025.
- Unidentified: Cookies not associated with any email address.
Changes in Average Order Value and Total Orders
We calculated the total order volume and average order value (AOV = revenue ÷ orders) for Black Friday shoppers on November 28, 2025, and compared it to November 29, 2024. Industry AOV changes were calculated as the median year-over-year (YOY) change in AOV for all businesses within each industry.
Breakdown of Buyer Types on Black Friday 2025
- New Buyers: Made their first purchase with the brand between December 3, 2024, and November 28, 2025.
- Reactivated Buyers: Had previously purchased with the brand but had been inactive for at least 12 months prior to December 3, 2024, and were reactivated in the 12 months prior to November 28, 2025.
- Active Buyers: Had at least 1 purchase in the 12 months prior to December 3, 2024.
We also calculated the percentage of repeat buyers (those with a history of purchasing with the brand before) compared to new buyers (those buying for the first time). This comparison was analyzed for Black Friday 2025 and compared to 2024. Repeat buyer rate is defined as total count of repeat buyers / total buyers.
Recent First-Time Buyers: Those who made their first purchase with a brand on or after November 1, 2025, and placed an order on Black Friday.
Recently Identified Who Bought: Those who were identified for the first time on or after November 1, 2025, and placed an order on Black Friday.
AI Shopping Agent Insights
All source data is from conversations between customers and alby’s AI shopping agent, gathered between during the BFCM timeframes noted above. The dataset includes more than 1M questions asked across more than 1.27M customer e-commerce interactions in November 2025.
Engagement rate is measured by the number of shoppers who asked questions during the timeframe compared to October 24, 2025 thru October 27, 2025 (non-BFCM).
How AI Agents Changed Shopping this BFCM
Shopper Questions & Performance of alby Lift During BFCM
Top 3 Questions Asked of alby During BFCM (by category)
What’s next
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