Black Friday Trends Statistics: What the Data Says About BFCM and Ecommerce (and How AutoCallFlow Helps)

Black Friday–Cyber Monday (BFCM) Trends Statistics: What the Numbers Tell Us

Every year, Black Friday and Cyber Monday trends shift—but one thing stays constant: it’s the biggest US shopping event of the year and the official start of the holiday shopping season. For ecommerce teams, BFCM isn’t just about conversions and cart growth. It’s about customer expectations, support volume, and experience quality when every shopper—especially mobile shoppers—has questions.

The last few years were especially dynamic due to COVID-19 and the supply chain issues that followed, then record-high inflation. Those realities changed how people shop: more comparison, more bargain hunting, and more urgency when something doesn’t go right.

That’s why dialing into this year’s BFCM trends matters. By looking at data from past years and planning for the next wave, ecommerce businesses can prepare their customer support operations to handle the busiest days of the year—without sacrificing responsiveness, accuracy, or brand trust.

In this guide: We’ll walk through key Black Friday trends statistics (mobile share, discount behavior, Cyber Monday spend, and more), then map each trend to what it means for ecommerce support teams using AutoCallFlow—a customer support and workflow automation platform for conversational commerce.

How Black Friday–Cyber Monday 2026 Is Shaping Up (Using 2022 Data to Predict Demand)

The big question for every retailer is the same: will BFCM ecommerce see big sales this year?

Based on recent years’ data patterns, the answer is yes. Ecommerce sales have shown resilience and bounce-backs after pandemic-era dips. That matters for support operations because more revenue almost always means more customer interactions—order status questions, delivery issues, returns, promo-code confusion, and “where’s my package?” follow-ups.

What past spending tells support teams

When spending rises and purchasing spreads across more devices and regions, support inquiries typically rise too (and often in different channels). Your job isn’t just to respond—it’s to respond fast, consistently, and with the right information the first time.

• 2020 (pandemic shift): ecommerce sales dipped to $8.92B in 2021 after $9.03B in 2020 (Adobe Analytics).
• 2022 (record bounce): ecommerce sales bounced back to $9.12B in the US (Adobe Analytics).
• 2022 per-person spend: NRF predicted average planned spend of $833, an increase from 2021.

Support takeaway: If 2023 (and now 2026 planning) follows the same trajectory, expect demand to be higher than you’re comfortable with. Planning should start early, and your support workflows must scale across the whole holiday window—not only on Cyber Monday.

12 Black Friday Statistics (and What They Mean for Ecommerce Customer Support)

Every bit of BFCM data offers insights into what to expect. Retail sales help you estimate volume, while “how shoppers behave” data helps you prepare the right support experience: mobile-first, promo-aware, returns-ready, and optimized for high-intent questions.

Below are Black Friday trends statistics from recent years, reframed for ecommerce support planning. Each section includes a practical “what this means for you” so you can operationalize it.

1) Cyber Monday is the biggest day for ecommerce

Cyber Monday typically outshines Black Friday for online sales. In 2022, ecommerce spend on Cyber Monday reached $11.3B in the US (Adobe). That compares to $10.7B in 2021.

Even in-person momentum matters: Mastercard reported a 12% increase in consumer spending in-store for Black Friday 2022. But for online support teams, the real insight is that ticket spikes rarely stay neatly within one day.

Key context: a regular day in the US sees about $2B–$3B in online sales (CNBC reported).

What this means for you: plan for more orders and higher volumes of customer support inquiries, especially around Cyber Monday checkout, order confirmation, payment issues, shipping estimates, and promo-code redemption.

• Support prep: extend coverage hours earlier on Cyber Week and add capacity for “order status” and “shipping timeline” questions.
• Workflow prep: ensure your help flow can route customers quickly to delivery updates, cancellations, and refunds/returns.

How AutoCallFlow helps: AutoCallFlow supports ecommerce support workflows that can surface the right self-service path (tracking, order updates, FAQs) and keep the team focused on unresolved cases—without losing context across channels.

2) BFCM has spread internationally

While Black Friday started as a uniquely American event, its footprint has expanded across borders. Canada and the UK show high BFCM activity, with major cities like London, LA, and New York appearing among the top locations for shoppers.

In the US, popularity varies regionally: Finder found BFCM is most popular in Northeastern states like New York, Pennsylvania, and Massachusetts (59% of people planned to shop) compared to 46% in the western portion of the US.

What this means for you: localization is support ops. Shoppers will ask about shipping timelines, duties, and international fees—and they’ll expect answers quickly.

• Support prep: prepare standardized responses for cross-border shipping and duties.
• Operational prep: anticipate higher volume for “where is my order” messages when international transit windows differ.

AutoCallFlow angle: AutoCallFlow can help you keep customer guidance consistent by automating routing and FAQs so international customers get accurate expectations early, not after frustration sets in.

3) More purchases are made on mobile

Mobile is no longer a “nice-to-have” for BFCM—it’s where shoppers actually buy. According to Shopify, in BFCM 2022, 73% of sales for merchants were made by mobile devices (compared to 71% in 2021).

Adobe also reported that mobile share varied by holiday day:

• Thanksgiving: 55% of sales from mobile (likely because people are shopping with family and not at a desk)
• Cyber Monday: 43% of sales from mobile (when people are back to work—often desktop)

What this means for you: your support experience needs to work for mobile shoppers. Expect more “quick question” inquiries and more attempts to reach you from wherever the customer is.

• Support prep: make order tracking, returns, and delivery FAQs frictionless.
• Channel prep: anticipate messaging that starts from social and mobile touchpoints.

AutoCallFlow angle: AutoCallFlow helps ensure shoppers can get accurate answers quickly with structured support flows and automation that match BFCM urgency.

4) Buy Now Pay Later (BNPL) is a conversion tool

BNPL is increasingly common—and customers use it during high-intent shopping events. Adobe reported BNPL use rose 85% during BFCM compared to the week before in 2022, and BNPL revenue rose 88%.

BNPL also impacts conversions: RBC Capital Markets noted BNPL can increase conversions by 20% to 30%.

What this means for you: expect more support questions tied to payment timing, installment schedules, and “did the order go through?” confirmations.

• Support prep: create BNPL-specific help content (what customers should expect next, how refunds work, how to verify status).
• Workflow prep: route BNPL-related inquiries to the right resolution flow fast.

AutoCallFlow angle: AutoCallFlow can standardize how your team responds to payment-related questions and reduces the chance of inconsistent answers during peak volume.

5) Toys and electronics reign supreme

BFCM is holiday shopping. The categories that surge are typically the ones that generate the most post-purchase support: shipping speed, availability, returns, and item-specific questions.

In 2022:

• Toys: ecommerce sales grew 684% on Cyber Monday vs an average day in October
• Electronics: sales up 391%
• Computers: sales up 372%

Other categories with significant boosts included sporting goods, appliances, books, and jewelry.

What this means for you: you may need higher inventory operations and stronger customer communication when supply constraints trigger delays.

• Support prep: pre-write responses for common toy/electronics issues (order fulfillment timelines, backorder explanations, compatibility Q&A, and returns steps).
• Capacity prep: anticipate returns and exchanges after delivery.

AutoCallFlow angle: automation can help deflect repetitive questions to structured answers and keep agents focused on exceptions.

6) Average order totals are rising

According to Shopify, the average order total for BFCM in 2022 was $102.10, slightly up from $100.70 in 2021.

With inflation concerns easing into the latter half of 2023, it’s reasonable to plan for continued AOV growth.

What this means for you: higher AOV usually means higher ticket-value inquiries—bundle questions, “missing item in order,” and returns that require careful processing.

• Support prep: ensure your resolution steps handle bundle line-items accurately.
• Checkout guidance: proactively guide shoppers before purchase (“what’s included,” “shipping estimate,” “delivery window”).

AutoCallFlow angle: consistent workflows help prevent mistakes during multi-item order changes and reduce back-and-forth.

7) All of Cyber Week gets a lift (not just Black Friday)

BFCM doesn’t peak only at one timestamp. For example, Shopify reported Black Friday weekend peaked at 12:01 p.m. EST in 2022, with sales of more than $3.5M per minute. Cyber Monday remains the biggest day for online sales, but the whole “Cyber Week” period matters.

Key idea: the busiest support window often starts before Cyber Monday and continues after, as customers receive packages, check return status, and ask about deliveries.

Amazon reported sales on their site increased 185% in the week leading up to BFCM.

What this means for you: treat BFCM as a week-long escalation—including Thanksgiving Eve, Thanksgiving Day, Saturday/Sunday, and the week after.

• Coverage plan: schedule support staffing before the spike.
• Systems plan: stress test your support workflows and FAQ coverage so you don’t “hit a wall” mid-week.

AutoCallFlow angle: AutoCallFlow helps you structure repeatable support paths so your team can scale without chaos.

8) Curbside pickup is dropping

As shoppers feel more comfortable with in-store shopping, online orders for curbside pickup have decreased.

According to Shopify:

• 2022 (Thanksgiving + Black Friday): 13% of online orders used curbside pickup (down from 21% in 2021)
• Cyber Monday: 17% (down from 18% in 2021)

What this means for you: expect more orders to be delivery rather than pickup, and prepare delivery-related support at higher volume.

• Support prep: improve delivery ETA explanations, tracking guidance, and escalation rules for delayed shipments.
• Resource prep: allocate fewer resources to curbside operations and more to order tracking and returns.

AutoCallFlow angle: routing customers toward delivery tracking and self-service reduces escalations caused by “basic where is my order?” questions.

9) Crossborder sales remain steady

Shopify reported 15% of BFCM sales were cross-border (shipped from one country to another) in 2022—same as in 2021.

Most crossborder activity involved:

• US → Canada
• Canada → US
• UK → US

What this means for you: localization isn’t optional. It impacts support deflection, escalation accuracy, and customer satisfaction.

• Support prep: clearly communicate international shipping rates upfront.
• Returns prep: plan for different return processes and timelines for cross-border orders.

AutoCallFlow angle: automation can help keep responses consistent for international customers, including standardized shipping and returns explanations.

10) Discounts have hit record highs

Discount expectations reached new highs in 2022. Adobe reported discounts hit record highs, peaking at an average of 25% off the listed price on Cyber Monday.

Category examples:

• Toys: 34% off
• Computers: 20% off
• Apparel: 18% off

What this means for you: shoppers are highly price-sensitive during BFCM. That increases the likelihood of cart edits, promo questions, and post-purchase requests related to pricing and availability.

• Support prep: ensure promo-code terms are clear and accessible.
• Resolution prep: prepare policies for price adjustments, cancellations, and returns/exchanges.

AutoCallFlow angle: structured support flows and FAQ automation can help deflect “why didn’t my code apply?” or “how do returns work for discounted items?” into clear answers quickly.

11) Paid search is the top digital marketing strategy (and inquiries follow marketing)

Adobe reported paid search accounted for 28% of online sales during Cyber Week.

Owned channels still mattered: Omnisend reported brands sent 68% more SMS on Black Friday, resulting in a 57% increase in orders.

What this means for you: when you increase marketing spend, support volume typically rises too—because more shoppers find you, click quickly, and ask urgent questions.

• Support prep: align support FAQs with the same messaging used in paid search, email, and SMS.
• Timing prep: anticipate support bursts after major campaign messages.

AutoCallFlow angle: by standardizing inquiry routing, your team stays consistent when high-intent traffic arrives fast.

12) The “big day” still creates multi-day support load

Even though Cyber Monday can be the biggest day for ecommerce sales, BFCM creates a cascading customer support workload: purchase issues, confirmation questions, shipping tracking, gift-related delivery needs, and returns/exchanges.

What this means for you: don’t treat support as a one-day project. Build for a week-long peak and a short tail that extends into the days after deliveries arrive.

AutoCallFlow angle: automated, self-service-first workflows help manage repeat questions while keeping agents available for complex cases.

5 Black Friday Trends and Projections (What to Prepare for Support in 2026)

Here’s what we can predict for BFCM—and how to prepare customer support operations to match those realities. The goal is to protect revenue and customer trust by managing inquiries efficiently during peak demand.

1) Customers expect big discounts (and more questions when terms are confusing)

Even if inflation is waning, shoppers are still carrying the habits and price sensitivity shaped by recent years. Holiday shoppers wait for BFCM discounts to save money, which means you should expect:

• More “promo code / discount didn’t apply” inquiries
• More price-related return/exchange questions
• More urgency when inventory sells out

Support strategy: don’t only promote discounts—ensure your help content explains discount conditions clearly.

How AutoCallFlow helps: automate consistent answers and route complex edge cases to your team so shoppers don’t get stuck in loops.

2) Biggest Black Friday–Cyber Monday yet (plan for record demand + logistics follow-through)

Given the bounce-back patterns in recent years, BFCM planning should assume another record-setting cycle. The last thing you want is to be caught without enough inventory or enough support throughput.

Support strategy: map inquiry types to operational constraints:

• Stockouts/backorders → “when will it ship?”
• High demand → tracking + delivery ETA questions
• Gift purchases → “can I change the delivery address?” and “when will it arrive?”

How AutoCallFlow helps: create escalation-ready workflows so your team can act quickly when exceptions appear.

3) Mobile will be huge (support must be mobile-first)

Mobile shopping keeps growing. That changes the nature of support inquiries—more questions get asked while shoppers are actively buying or immediately after checkout.

Support strategy: make sure customers can get the right info without waiting:

• Order confirmation and status guidance
• Shipping and delivery expectations
• Returns/exchanges steps

How AutoCallFlow helps: by structuring self-service paths and automating routing, you reduce time-to-answer during the most urgent windows.

4) Marketing efforts will start early (and so will support load)

Competition for shoppers intensifies, which means campaigns start earlier—often during summer. When your marketing ramps, support demand typically follows.

Support strategy: align your support FAQs with campaign promises. If your ad says “fast shipping” or “limited-time discount,” your help content must match.

How AutoCallFlow helps: keep your team using consistent, pre-defined support flows during each campaign wave.

5) Prepare for a week-long extravaganza (plus returns tail)

BFCM is a marathon, not a sprint. The extravaganza starts on Thanksgiving Eve and lasts for a week, often extending into January because gifts bought during BFCM get opened, returned, or exchanged.

Support strategy:

• Stress test: your help flows for traffic spikes
• Plan contingencies: what if top sellers run out?
• Prepare returns: returns can become time-consuming and expensive

How AutoCallFlow helps: automate returns and exchange guidance workflows so customers can initiate requests and your team stays focused on exceptions.

How to Navigate the Upcoming BFCM Holiday with AutoCallFlow

More orders inevitably mean a higher volume of customer inquiries. The win isn’t just “responding”—it’s responding in a way that:

• reduces wait times (so shoppers don’t abandon)
• prevents repeated questions (so tickets don’t multiply)
• keeps resolutions consistent (so customers trust your brand)

AutoCallFlow helps ecommerce support teams manage BFCM customer inquiries with a workflow automation approach to conversational commerce. Instead of losing context across channels, you can guide customers through structured help paths and route exceptions to the right place.

What to set up before BFCM (practical checklist)

• Order status guidance: ensure customers can reach the right next step for tracking and updates
• Returns initiation: create a smooth path for exchanges and returns so customers aren’t stuck in email threads
• FAQ automation: cover the most common “right now” questions (delivery windows, gift issues, discount terms)
• Peak routing rules: predefine how inquiries are prioritized when volume spikes
• Escalation playbooks: determine what triggers a handoff to agents (missing order confirmation, payment failures, complex address changes)

Pro tip: Use the same language in your help content as your marketing. When shoppers see consistent wording, they trust the answer and move forward faster.

Where AutoCallFlow fits in the customer journey

During BFCM, customers want clarity at every stage:

1. Before purchase: availability, shipping times, promo terms
2. After purchase: confirmation, order status, delivery expectations
3. After delivery: returns, exchanges, missing item resolution

AutoCallFlow supports ecommerce teams by helping standardize and automate these support paths—so your team handles the hardest cases, not repeated “same question” traffic.

Fast Reference: What BFCM Trends Should Change in Your Support Ops

Use this section as an operational “translation” layer between statistics and support planning. The point is to make the data actionable.

Top operational changes to consider

• More peak coverage windows: because Cyber Week starts early and extends after delivery
• Mobile-first support clarity: because the majority of purchases are mobile during BFCM
• Localization readiness: because cross-border sales remain steady
• Discount and BNPL policy coverage: because promo confusion and payment-related questions spike
• Returns automation readiness: because returns demand persists well beyond Cyber Monday

Pros/Cons snapshot

• Pros: scalable inquiry handling during peak demand; faster “next step” guidance; more consistent answers; reduced ticket multiplication from follow-ups.
• Cons: requires planning (FAQ coverage, routing rules, and escalation criteria) before BFCM begins.
• Best for: ecommerce brands expecting high spikes in order status, delivery, promos, and returns inquiries.
• Price: start with a tailored AutoCallFlow plan via trial/demo—then scale workflows as your peak season demands grow.