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TLDR
Every November, brands chase the same goal: breaking BFCM sales records. In 2024, Shopify merchants alone generated a record $11.5 billion in sales over the BFCM weekend.
But what happens after the sale ends?
As the excitement and rush of Black Friday Cyber Monday (BFCM) fade, many brands find themselves caught in the aftermathâmassive sales spikes followed by quieter periods.
Yes, BFCM drives short-term revenue, but it rarely builds long-term relationships.
But BFCM should not be the finish line; it should be the starting point for all your upcoming campaigns.
During the BFCM weekend, you gain access to data that tells you who your customers are, what motivates them, how they shop, and what keeps them coming back (or doesnât).
This period gives you a unique window into the behavior of a broader demographic, including first-time buyers, discount-driven shoppers, and high-intent loyalists.
How you use this data can determine the success of all your upcoming campaigns.
Join us as we explore how to build a solid foundation when the BFCM frenzy settles in.
Many reports agree that roughly a quarter to two-fifths (25%â40%) of annual eCommerce revenue is typically generated in Q4, driven by Black Friday, Cyber Monday, and the holiday shopping season.
That surge of attention and first-time buyers is a massive opportunity, not just for short-term sales, but for long-term growth.
The key is to leverage the frenzy to build the foundation that sustains your brand year-round.
If you focus only on discounts and ad spend, youâll see:
But when you use this high-volume period to strengthen your post-purchase systems like retention flows, customer experience, and loyalty programs, you can convert one-time transactions into repeat customers.
The frenzy drives the traffic. The foundation turns it into lasting growth.

To build a strong foundation, you first need the right data. Hereâs what you should capture during your BFCM campaigns:
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Data Type
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Examples
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Why It Matters
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|---|---|---|
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Acquisition Data
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Source (email, ad, influencer), campaign code, device used
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Helps identify high-performing channels and optimize future ad budgets
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Purchase Data
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SKU, quantity, order value, discount type, payment method
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Reveals pricing sensitivity and product preferences
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| Customer Data |
Name, location, age group, WhatsApp number, Instagram handle
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Builds richer profiles for personalized messaging
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Engagement Data
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Clicks, opens, DM replies, cart abandonment
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Identifies warm leads vs. one-time buyers
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Post-Purchase Data
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Returns, delivery information, and support queries
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Highlights operational gaps and opportunities to improve customer satisfaction
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Loyalty Data
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Feedback, reviews, NPS
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Shows satisfaction and brand loyalty potential
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Return data is often overlooked because it feels ânegative,â but it is one of the most telling indicators of future performance:
Once you have the right data, use it to fuel personalized automation across email, WhatsApp, and Instagram DM. This is how you shift from short-term revenue to long-term growth.
Start by consolidating all the data youâve gathered from your store, social platforms, and CRM into unified customer profiles.
Each profile should include:
This holistic view helps you understand who your customers are and how they behave.
Use your data to answer questions:
With these insights, you establish your foundation pillars. For example:
Segmentation is what transforms raw data into an actionable strategy. Rather than blasting the same message to everyone, create segments based on intent, behavior, and purchase patterns.
Examples of high-impact segments:
Then you build workflows accordingly.

Example Workflow:
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Trigger
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Email Sent
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Objective
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|---|---|---|
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BFCM purchase confirmation
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Thank-you email with brand story and social links
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Build trust and introduce brand personality
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+5 days
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Product use or styling tips
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Increase satisfaction & reduce returns
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+10 days
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âPeople who bought X also loved Yâ
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Cross-sell related items
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+20 days
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âHereâs 10% off your next order because youâre part of our community.â
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Encourage a second purchase
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If product returned
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Return feedback survey and alternative product suggestion
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Recover relationship & gather insights
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Use WhatsApp to keep engagement personal, deliver quick support, and build rapport after BFCM.
âExample Workflow:

Once youâve turned your BFCM data into connected workflows across email, WhatsApp, and Instagram DMs, youâve laid the groundwork for long-term growth.
But a solid foundation supports post-sale engagement and powers smarter decision-making for the next cycle.
You now have answers to questions that can redefine your future strategy:
Letâs explore how you can use your BFCM data to power next yearâs campaigns.
Use your best-performing BFCM segments (e.g., high-AOV repeat buyers) to create lookalike audiences for ad targeting next year.
Build loyalty-based pre-BFCM campaigns, rewarding customers who engaged this year with early access, exclusive bundles, or private-sale invites.
For customers who bought during BFCM but havenât returned, launch âOne Year Laterâ campaigns in October or early November, rekindling their connection with personalized offers.
Return and feedback data can reveal where customer experience broke down, giving you a chance to fix those issues before the next BFCM rush.
Look for:
Use these insights to refine product descriptions, sizing charts, logistics processes, and offer structures. This ensures next yearâs sale season attracts better buyers.
The real magic happens when you use your BFCM insights to strengthen every campaign of the upcoming year.
When you treat BFCM as your data-rich foundation, you no longer need to start from scratch for Valentineâs Day, Summer Sales, or festive campaigns, because your audience profiles, segments, and automation flows are already built, tested, and optimized.
Hereâs how your BFCM data can guide your major campaigns year-round:
Use BFCM-acquired data like signup dates, first purchase anniversaries, and birthdays to create evergreen touchpoints that keep your brand top-of-mind, even outside traditional sales windows.
Birthday Flow: Celebrate customer birthdays with personalized offers or a thoughtful message.
â âItâs your day! Enjoy 20% off your favorite products, just because đ.â
Anniversary Flow: Celebrate one year since their first purchase or signup.
â âItâs been a year since you joined us. Thank you for being part of our story â¤ď¸.â
Milestone Reminders: Acknowledge loyal customers whoâve hit spending or engagement milestones.
â âYouâve made 5 purchases with us! Hereâs a special treat to celebrate your loyalty.â
Why It Works: These automated gestures make customers feel recognized and strengthen emotional connection and retention.

Your BFCM purchase and engagement data reveal who buys for themselves and who buys for others.
Use it to design personalized Q1 campaigns:
Gift-Givers: Target customers who purchased multiple items or gift bundles. Send Valentineâs gift guides via email or WhatsApp featuring âperfect-for-him/herâ products.
Self-Shoppers: Target customers who bought self-use products (e.g., beauty, fitness, lifestyle). Run âtreat yourselfâ or âlove yourselfâ campaigns using their past purchase data.
High-Value Buyers: Offer exclusive early-bird bundles or personalized discount codes as a loyalty reward for staying active post-BFCM.
Example Workflow:
Trigger: Customer who purchased a gift bundle during BFCM.
Automation: Send a WhatsApp message: "Looking for something special again? Our Valentineâs picks are back with early access just for you đ.â
By spring, many of your BFCM visitors who didnât convert may be ready to buy.
Use your browsing and cart data to re-engage these warm leads:
Example Workflow:
Trigger: BFCM cart abandoner who hasnât purchased in 90 days
Automation: âStill thinking about that item? Itâs back for our Memorial Day Sale, but only through Monday.â
By Q2 or Q3, many BFCM buyers may have gone quiet, but their data still tells you what they liked.
Re-engage them with mid-year sale campaigns built on product affinity:
Example Workflow:
Trigger: Customer viewed but didnât buy a summer SKU last year.
Automation: Send an email, âWeâve just dropped our new summer product, similar to what you loved last year âď¸. Want to see it first?â
Your BFCM loyalists and reviewers are your most authentic advocates. Use them to drive your mid-year campaigns with UGC and exclusivity:
Example Workflow:
Trigger: Customer who left a 5-star review post-BFCM
Automation: âYouâve been part of our journey; hereâs an early look at our Independence Day drop before it goes public!â
Labor Day is a perfect pre-holiday touchpoint to reactivate quiet customers before Q4. Use BFCMâs purchase frequency and lifecycle data to target lapsed segments:
Example Workflow:
Trigger: BFCM buyer who hasnât purchased since February
Automation: âHavenât shopped with us in a while? Our Labor Day Event is live, come back for exclusive early access.â
By Q4, your full year of data, from open rates to repeat purchase behavior, becomes your blueprint for the next BFCM.
đĄ Example Workflow:
Trigger: Repeat customer with high AOV from last yearâs BFCM
Automation: âOne year later, your favorite deal is back; early access starts now.â
The real success of BFCM isnât in how much you sell over a single weekend; itâs in what you build afterward. The campaigns that truly win are the ones that turn short-term sales into long-term loyalty.
When you collect the right data, create meaningful segments, and automate personalized communication across email, WhatsApp, and Instagram DMs, youâre architecting a sustainable growth engine.
If youâre ready to turn your BFCM data into a year-round growth system, ZEPIC makes it simple. Unify your data, build automated workflows, and deliver hyper-personalized experiences across channels, all from one platform.