BFCM Strategies 2026 – Boost Revenue with AI Recommendations and Upsells

BFCM (Black Friday Cyber Monday), one of the biggest sales periods of the year for Shopify stores. The challenge is not just getting more traffic. It is about the BFCM strategies that help convert the traffic, selling more products in each order, and increasing revenue from every shopper.

AI recommendations and upsells can help with all three. During BFCM, shoppers are ready to buy, so showing them the right product at the right time following doable BFCM strategies can make a big difference.

This guide focuses on BFCM strategies as to how Shopify merchants can use AI recommendations and upsells across the entire BFCM customer journey from the first product search and page visit to post-purchase offers.

The BFCM Landscape in 2026 — What the Numbers Tell You

Before looking at the strategies, it is important to understand the BFCM opportunity and the competition for customer attention.

BFCM 2025 — The Data That Sets the Stakes for 2026

27% — Shopify GMV growth YoY – Shopify merchants grew faster than the overall ecommerce market, which grew by around 7%.

76% — Mobile share of BFCM traffic – Most BFCM shoppers visit stores on mobile, but desktop still converts better at 4.8% compared with 3.1% on mobile.

38% — BFCM revenue generated before Black Friday – A large share of BFCM revenue happens before Black Friday, so merchants should start preparing early.

Source: Shopify BFCM 2025 Press Release,  Shopify BFCM 2025 data and Adobe Analytics 2025

These numbers show where merchants need to focus for best BFCM strategies 2026. Shopify is growing quickly, competition is increasing, and most shoppers are coming from mobile. At the same time, a large part of BFCM sales happens before Black Friday.

AI-powered product recommendations are also expected to contribute significantly to ecommerce revenue in 2026. But simply adding a generic “You May Also Like” section is not enough. The goal is to show the right recommendation at the right time based on shopper behaviour. Check out the difference between AI recommendations and Shopify recommendations.

BFCM Strategies 1 of 5: Activate Every Upsell Touchpoint Before BFCM

Foundation Strategy: Map and Fill Every Upsell Moment in the BFCM Journey

Many merchants use one or two upsell widgets and stop there. But BFCM shoppers usually move faster, compare more products, and have less patience than regular shoppers. Here is the Upsell and Cross-sell data – Real AOV increase for shopify stores.

Every shopping session has several opportunities to recommend another product. The goal is not to add more widgets just for the sake of it. It is to use the best BFCM strategies for the right recommendation at the right stage of the customer journey.

BFCM Strategies 2026 with AI Recommendations and Upsells
Upsell Touchpoint	Widget Type	BFCM Priority	Wiser Feature
Product page	Frequently Bought Together, Related Products	Critical	FBT Widget · Related Products
Search results	AI-personalised search results	Critical	IntelliSearch
Cart / Cart drawer	In-cart upsell, order bump	High	Cart Drawer Upsell
Checkout	Checkout upsell (Shopify Plus)	High	Checkout Upsell
Post-purchase	One-click post-purchase offer	High	Post-Purchase Upsell
Recently viewed	Recency reminder, return nudge	Medium	Recently Viewed Widget

Wiser BFCM Merchant Data

Famme, a premium activewear brand from Norway, used all five upsell touchpoints through Wiser during peak sales periods. Total Wiser-attributed revenue was $5,681,579. FBT contributed $4,488,050, or 79%, with 7,456 influenced orders and an average AOV of $775.81.

Using multiple widgets helped the brand create more opportunities to convert shoppers throughout the customer journey.

Here are the 10 Best Shopify Upsell Apps in 2026 [Tested and Ranked]

BFCM Strategies 2 of 5: Make Frequently Bought Together Your Highest-Volume Revenue Engine

AOV Strategy: FBT Is a Key Widget in Your BFCM Stack

Product recommendations can help shoppers discover products that go well together. For your BFCM strategies, this can be especially useful because shoppers are already in buying mode.

Instead of selling one product, merchants can use AI Frequently Bought Together (FBT) to encourage customers to add complementary products to the same order.

Industry Data — 2026

AI-powered product recommendations can increase AOV when implemented properly. According to the source data used in this guide, retailers using AI bundling models reported an average AOV lift of 27.3%, while personalised upsell flows performed 20–30% better than non-personalised versions.

The main difference between a generic FBT widget and Wiser’s FBT widget is the use of shopper behaviour. Wiser can use browsing history, session context, and purchase history to make recommendations more relevant to the individual shopper.

For BFCM, merchants can use FBT to create bundles with a clear discount. For example, “Buy together and save 12%” makes the offer easy to understand. The discount does not always need to be very high. The goal is to make buying complementary products feel simple and valuable.

Go through the AI-product recommendation smart guide for BFCM.

Wiser Merchant Result — Talis-Us

At Talis-Us, a premium US pet supply store, FBT was the top-earning widget and contributed $21,239, or 50.8% of total Wiser revenue, during the 9-month deployment period. Related Products contributed another $5,554, or 13.3%. Together, product-page recommendations generated nearly two-thirds of Wiser-attributed revenue.

BFCM Strategies 3 of 5: Turn the Cart Into a Second Sales Floor

Cart Optimisation: The Cart Drawer Is a High-Intent Revenue Moment

Once a shopper adds a product to the cart, they have already made a buying decision. This makes the cart an important opportunity to recommend another relevant product before checkout.

For many stores, the cart simply shows the selected products and a checkout button. A relevant cart upsell can turn this stage into another sales opportunity. Learn how to increase your AOV using product recommendation in cart drawers.

Industry Data — Cart Abandonment & Recovery

The global cart abandonment rate in 2025 was 70.2%, according to the source data used in this guide. Fashion and beauty stores can see even higher abandonment during BFCM.

A cart drawer recommendation can help reduce missed upsell opportunities by showing a product that fits what the shopper has already added. The recommendation should be relevant rather than a generic “You might also like” message.

For BFCM, the WISER cart drawer and cart upsell can be used to show one relevant recommendation, a free-shipping progress bar when applicable, and a BFCM urgency message. Together, these can make the cart more useful and encourage customers to complete or increase their purchase.

Wiser Merchant Result — Talis-Us Cart

Wiser’s Cart Drawer widget contributed $2,245 in attributed revenue at Talis-Us during the tracked period. This revenue came from an existing traffic source, without needing additional traffic.

Check out these 10 Shopify cart drawer upsell examples that pull max revenue for your store. 

BFCM Strategies 4 of 5: Post-Purchase Upsells – The Revenue Most Stores Leave on the Table

Post-Purchase Revenue: A Low-Friction Upsell Opportunity

The post-purchase stage is often overlooked. After a customer completes payment, they can still be shown a relevant product that complements their purchase.

Because the customer has already completed the main purchase, a simple and relevant one-click offer can make it easier for them to add another product to the order.

Post-Purchase Upsell Benchmarks — 2026

According to the source data used in this guide, relevant post-purchase upsells can convert at an average rate of 15–25%. One-click offers also remove the need for customers to enter their payment details again.

For BFCM, keep the offer simple. Show one relevant product instead of several. For example, a customer who buys a coffee machine could be shown coffee, while someone who buys a yoga mat could be shown a yoga block.

The offer should also provide clear value and make the purchase easy. Any extra steps can reduce conversions at this stage.

Wiser Merchant Result — Post-Purchase Attribution

At Talis-Us, Wiser’s Post-Purchase Upsell widget contributed $1,858 in attributed revenue during the tracked period. During BFCM, when order volume is higher, the number of post-purchase upsell opportunities can increase as well.

You can check out the 10 best post-purchase upsell apps for Shopify stores. 

BFCM Strategies 5 of 5: IntelliSearch – Turn BFCM Search Intent Into Direct Revenue

Search Revenue Strategy: BFCM Shoppers Who Search Have Strong Purchase Intent

BFCM shoppers who use site search often know what they are looking for. If the search results are accurate and relevant, they can move closer to a purchase faster.

According to the source data, BFCM search sessions can have higher purchase rates than regular browsing sessions. This makes search an important area to optimize before BFCM.

Search Behaviour During BFCM

Site search users can convert 2–3 times more than non-searchers across ecommerce categories. The source data also states that standard Shopify search can fail to return the intended product for many queries.

IntelliSearch uses behavioural signals to improve search results. It can consider browsing history, session context, and purchase behaviour from similar shoppers to show more relevant products. Learn How to improve product discovery on Shopify with AI Search and Personalization. 

For example, if a shopper searches for “cozy gifts under $50,” WISER’s IntelliSearch feature can help surface relevant gift products instead of relying only on an exact keyword match.

Wiser IntelliSearch Data — Live Merchant Dashboards

Across live Wiser merchant stores, IntelliSearch sessions have produced a search-to-purchase rate of 1.42%–2.34%, compared with an industry average of 0.4%–0.8%, according to the source data.

At Talis-Us, IntelliSearch revenue increased from $1,113 to $1,188 month-over-month. Its share of total Wiser revenue also increased from 16.25% to 29.50% as the behavioural model improved with more session data. Go through the detailed Talis-US case study.

Go through the Guide on IntelliSearch and Master Shopify Search, Discovery and Product Filter.

During BFCM, the merchant who converts a second item on 30% of orders doesn’t need to win the discount war. They’re already winning on revenue per visitor and that’s the number that actually determines whether the weekend is profitable.

You can go through the list of 10 best Shopify Search and discovery Apps.

The BFCM Strategies – Time Playbook (When to Do What)

Winning BFCM strategies with AI recommendations is not something to plan in November. The earlier merchants set up and test their recommendations, the more time they have to learn what works.

1. Start from Oct 1

Install and configure your main upsell widgets. Get FBT, Cart Drawer, Post-Purchase Upsell, and IntelliSearch live. Running them early gives the AI more session data to work with before BFCM.

2. Oct 1–31

A/B test your upsell copy and bundle pricing. For example, test different FBT discount levels, cart drawer placements, and post-purchase offers. Use October traffic to understand which versions work best.

3. Nov 1–14

Start your early BFCM offers. Since a significant share of BFCM revenue happens before Black Friday, launch early and use the winning upsell variations from your October tests. 

4. Nov 15–27

Scale your paid traffic with your upsell setup already in place. New visitors should land on a store where relevant recommendations and upsells are ready.

5. Nov 28–Dec 2 — BFCM

Monitor performance and make small adjustments based on the data. Check widget revenue attribution regularly in the WISER AI dashboard. Avoid making major changes to offers or copy during the busiest part of the sale.

6. Dec 3–31

Focus on retaining the BFCM customers you acquired. Use personalised email recommendations and purchase data to encourage customers to come back for a second purchase.

Understand the Psychology behind BFCM Smart Offers that shoppers can’t refuse to accept.

The Two Approaches to BFCM Strategies 2026 — Which Camp Are You In?

Best BFCM Strategies 2026 – WISER Merchants VS Other Merchants
Most Merchants — The Discount-First Approach	Wiser Merchants — The Intelligence-First Approach
Compete mainly on discount depth.Use one generic upsell widget.Stop selling once the customer reaches checkout.Rely on standard Shopify search.Set everything up during BFCM week without enough testing.AOV may stay flat or drop because discounts are too deep.Do not have a clear plan to bring BFCM customers back.	Focus on relevance — show the right product at the right time.Use multiple AI-powered upsell touchpoints.Use post-purchase upsells to create another revenue opportunity.Use IntelliSearch to improve search sessions.Give the AI time to learn from session data before BFCM.Use personalised FBT and cart upsells to increase AOV.Use post-BFCM email recommendations to encourage repeat purchases.

You can also check 25 Best Shopify Apps to Boost BFCM Sales this year. 

Your BFCM 2026 Pre-Launch Checklist

Wiser BFCM Readiness Checklist is here, complete these before November 1st – 

• FBT widget live on product pages with the BFCM bundle discount configured.
• Cart Drawer Upsell active with a free-shipping threshold progress bar, if applicable.
• Post-Purchase Upsell configured with one relevant offer for each product category.
• IntelliSearch active and collects session data well before BFCM.
• A/B testing running on FBT discount levels, such as 10% vs 15%.
• Checkout Upsell live for Shopify Plus merchants.
• Mobile layout checked on both iPhone and Android.
• Wiser dashboard bookmarked so widget revenue can be reviewed regularly during BFCM.
• Early-access BFCM sale ready to launch on November 1.
• Post-BFCM email sequence ready to re-engage customers with personalised recommendations.

Learn how to provide personalised customer experience during BFCM.

The Bottom Line — BFCM 2026 Is Won Before Black Friday

Shopify merchants generated $14.6 billion during BFCM 2025, a 27% increase from the previous year. BFCM 2026 is expected to be even bigger. The merchants that stand out will not necessarily be the ones offering the biggest discounts. They will be the ones that leverage the best BFCM Strategies and make it easy for shoppers to find relevant products and discover useful add-ons throughout their shopping journey.

That is where Wiser can help. From FBT and Related Products on product pages to Cart Drawer Upsells, Post-Purchase Upsells, and IntelliSearch, Wiser gives merchants multiple ways to recommend relevant products and increase revenue opportunities. 

The earlier you install and test your AI recommendations, the more time you have to collect data and understand what works before BFCM. Start preparing now. BFCM is closer than it feels.

Frequently Asked Questions – BFCM Strategies With AI Recommendations and Upsells

1. What is BFCM?

BFCM stands for Black Friday and Cyber Monday. It is one of the biggest shopping periods of the year and an important sales opportunity for ecommerce businesses. For Shopify merchants, BFCM is a chance to attract new customers, increase sales, and grow average order value (AOV).

2. When should Shopify stores start preparing for BFCM 2026?

It is best to start preparing well before November. Merchants can use September and October to set up their upsell and recommendation strategies, test different offers, and collect customer data. This gives them enough time to understand what works before BFCM begins.

3. How can AI recommendations help during BFCM?

AI recommendations can help show shoppers products that are more relevant to their interests and buying behaviour. Instead of showing the same recommendations to everyone, AI can use signals such as browsing behaviour, session activity, and purchase history to suggest products that are more likely to interest each shopper.

4. What are the best upsell opportunities during BFCM?

There are several important upsell opportunities throughout the customer journey, including product pages, search results, the cart or cart drawer, checkout, and after purchase. Using multiple touchpoints gives merchants more opportunities to recommend relevant products.

5. How can Frequently Bought Together (FBT) increase AOV during BFCM?

Frequently Bought Together helps shoppers discover products that complement what they are already buying. Merchants can also create bundles with a clear BFCM discount, making it easier for customers to add more products to their order.

6. Why should Shopify stores use cart drawer upsells during BFCM?

The cart is a high-intent stage because the shopper has already decided to buy. A relevant cart drawer recommendation can encourage them to add another product before completing checkout. Merchants can also combine this with free-shipping thresholds or BFCM offers.

7. Are post-purchase upsells useful during BFCM?

Yes. A post-purchase upsell gives merchants another opportunity to increase the value of an order after payment has been completed. The best approach is to show one relevant, complementary product and make the offer easy to accept.

8. How can IntelliSearch help Shopify stores during BFCM?

IntelliSearch can help shoppers find relevant products faster when they use the store’s search function. It uses behavioural signals such as browsing activity and session context to provide more relevant search results, which can be especially useful when shoppers have strong purchase intent during BFCM.

9. Should Shopify merchants offer discounts on every upsell?

Not necessarily. During BFCM, shoppers are already looking for deals, but the offer still needs to provide clear value. A relevant product recommendation combined with a simple bundle or discount can make the upsell more appealing without relying only on deeper discounts.

10. Why is mobile optimisation important for BFCM?

A large share of BFCM traffic comes from mobile devices. If upsell widgets, product recommendations, search, or checkout do not work well on mobile, merchants can lose potential sales. Every recommendation and upsell should therefore be tested on mobile before BFCM.

11. How can merchants prepare their upsell strategy before BFCM?

Merchants should start by activating key upsell touchpoints such as FBT, Cart Drawer Upsell, Post-Purchase Upsell, and IntelliSearch. They can then A/B test offers, discounts, placements, and messaging during October and use the results to improve their BFCM strategy.

12. How can Wiser help with BFCM 2026?

Wiser helps Shopify merchants use AI-powered product recommendations and upsells across different stages of the customer journey. Its features include Frequently Bought Together, Related Products, Cart Drawer Upsell, Post-Purchase Upsell, Checkout Upsell for Shopify Plus, Recently Viewed, and IntelliSearch. These features can help merchants show more relevant products and create more opportunities to increase AOV during BFCM.