BFCM is over, the orders are in, and you’ve got a fresh batch of new customers. Great. Now comes the harder question: which of them are actually coming back?. Yes, post-BFCM retention is a tricky problem.

It’s tempting to treat every first-time BFCM buyer as a retention opportunity. But they’re not all the same. Some came for the deal, made their purchase, and will happily wait until your next big sale. Others might have discovered your brand through the discount but are already showing signs that they could stick around.

The tricky part is telling the difference.

You can’t know for certain who will become a loyal customer after one purchase. But you can look for signals. What they bought, what they do after checkout, and whether they come back to browse can all tell you a little more about who’s interested in your brand, and who was mostly interested in the price.

Once you spot those higher-potential customers, the next move isn’t necessarily another coupon. It’s giving them a reason to keep coming back until buying from you starts to feel like more than a BFCM deal.

In this post, we’ll look at three signals that can help you identify your next VIPs, why those customers are worth prioritizing, and how to use VIP tiers to move them from a one-time BFCM purchase toward a longer-term relationship

TL;DR

• Not every BFCM buyer is worth chasing equally. Some came for the discount and may not return until the next sale. Others are already giving you clues that they could become repeat customers.
• Look for three signals: purchase quality, post-purchase engagement, and return intent. The more of these signals a first-time buyer shows, the more attention they deserve from your retention strategy.
• Repeat customers become more valuable over time. Bain found that apparel customers spend 67% more by their third year than in their first six months, while a 10th purchase can be nearly 80% larger than the first.
• Don’t make another discount your default next step. For customers already showing loyalty potential, a visible VIP goal gives them something to work toward without teaching them to wait for the next coupon.
• Make the next milestone feel achievable. Showing a customer that they’re “two orders away from Silver,” for example, turns loyalty into a concrete goal rather than a vague promise of future rewards.
• There’s a reason to focus on VIP progression. In BON Loyalty’s own data, customers in a VIP tier have a 3x higher repeat purchase rate than members outside a tier.

Why converting one-time buyers is worth the effort

It’s easy to judge a BFCM customer by the order they just placed. But that first order tells you very little about what the customer could eventually be worth. The real value only starts to show up when they come back.

Bain’s research on apparel shoppers found that repeat customers spend 67% more in months 31 to 36 of the relationship than they did in their first six months. A shopper’s fifth purchase runs about 40% larger than their first, and by the tenth purchase that gap widens to nearly 80%.

Think about a first-time shopper who found you through a 25% Black Friday discount. That first order might look like a successful acquisition. But you’ve also paid to acquire that customer and given up margin to get the order. If they disappear after checkout, that one transaction may be all you ever get back.

This is where retention changes the math.

Bain also found that the average apparel customer doesn’t become profitable until around their fourth purchase. So the goal after BFCM isn’t simply to celebrate how many new customers you acquired. It’s to move the right ones toward purchase two, three, four, and beyond.

The compounding doesn’t stop at spend either. Bain found loyal apparel customers referred an average of three people after their first purchase, rising to seven after their tenth.

A converted buyer isn’t just worth more themselves. They bring more people with them the longer they stick around, which compounds the value further still.

BON Loyalty’s first-party data backs the same conclusion from a different angle: members with a live loyalty relationship are 81% more likely to buy again. That doesn’t mean every first-time BFCM buyer deserves the same retention effort, though. Some really did come for the discount and nothing more.

The question is: how do you tell them apart from the customers who could become your next VIPs?

That’s where the three signals come in.

3 signals that can reveal your next VIPs

So, which BFCM customers should you actually focus on?

There’s no single metric that can tell you, “This person will become a VIP.” If there were, retention would be a lot easier. What you can do is look for signs that a customer’s interest goes beyond the discount that brought them in.

I’d start with three: what they bought, what they do after the purchase, and whether they come back.

1. Purchase quality: look at more than the order count

Every customer in this cohort made a purchase, so the purchase itself isn’t much of a signal. What’s more interesting is how they bought.

Did they buy several products instead of one heavily discounted item? Was their order value higher than the typical first-time BFCM order? Did they explore more than one product category?

None of those behaviors guarantees another purchase. But they can suggest that the customer saw value in more than a single doorbuster deal.

That makes purchase quality a useful first filter, especially when you have thousands of new BFCM customers and need somewhere to start.

2. Post-purchase engagement: see who stays interested after checkout

The sale is over once the customer checks out. Their relationship with your brand doesn’t have to be.

Pay attention to what happens next.

A customer might create an account, open your post-purchase emails, check their points balance, or interact with your loyalty program. These are small actions, but they matter because the customer is choosing to engage when there’s no checkout discount pushing them to do it.

Think of these as signs of attention, not proof of loyalty. An email open alone doesn’t make someone a future VIP. But when several engagement signals start stacking up, that customer becomes more interesting.

3. Return intent: watch for customers who come back before you ask

This is probably the clearest signal of the three.

Does the customer return to your store after their BFCM purchase? Do they view another product, explore a different collection, check what’s new, or start another cart?

They may not be ready to make purchase number two yet. That’s okay. Coming back at all tells you something useful: the first transaction didn’t completely end their interest.

And that’s exactly what you’re looking for.

Put the signals together

You don’t need a complicated scoring model to make this useful.

A customer who bought once and disappeared looks very different from someone who placed a strong first order, joined your loyalty program, and came back a week later to browse another collection.

A simple way to prioritize your BFCM cohort is:

• No additional signals: Keep them in your normal loyalty and promotional flows.
• One signal: There’s some interest. Keep watching how they engage.
• Two or three signals: Treat them as higher-potential customers and prioritize them for VIP progression.

This isn’t a perfect prediction of who will become loyal. Some customers with all three signals still won’t return, while someone who looked like a deal hunter might surprise you six months later.

That’s fine. The point isn’t to predict every customer perfectly. It’s to stop treating every BFCM buyer as if they have the same potential.

Once you know who deserves more attention, the next question is what to do with it.

For these customers, I wouldn’t make another discount the goal. I’d give them something more valuable to work toward: status.

The mechanic: make VIP status the next visible goal

Once you’ve identified the BFCM customers showing stronger loyalty signals, the next step is giving them a reason to keep going. This is where VIP tiers can be especially useful.

Instead of sending a vague “come back soon” message, show customers what they’re already working toward. Maybe their BFCM order put them two purchases away from Silver, or $75 away from unlocking the next tier. Suddenly, another purchase isn’t just another transaction. It moves them closer to something they can actually see and understand.

That’s why a message like “2 more orders to Silver” can do more work than “keep shopping to earn rewards.” It tells the customer where they are, what comes next, and what they’ll get when they reach it. For more on how the tier structure itself works, see how VIP tiers work.

This works better on this cohort specifically than it would on a typical first-time buyer. They just made a purchase, which puts them closer to a tier threshold than someone earlier in their history would be. The goal is genuinely close, not an abstract “someday” incentive.

Make the next tier feel achievable

There is one catch: the next milestone has to feel realistic. If a first-time customer needs to spend another $1,000 before reaching your first meaningful VIP tier, a progress bar probably won’t motivate them much because the reward still feels too far away.

A better tier structure gives customers an achievable first milestone while reserving your best benefits for genuinely valuable customers. For example, a BFCM shopper might see “2 more orders to Silver”, with Silver unlocking 1.5x points and early access. They know exactly what they’re working toward and why it might be worth getting there.

You don’t need to create a special BFCM tier or give new customers VIP status before they’ve earned it. The idea is much simpler: make their existing progress visible and let your normal tier structure give them a reason to continue.

BON’s own data supports focusing on that progression. Members in a VIP tier show a 3x higher repeat purchase rate than members outside a tier. That doesn’t mean displaying tier progress will automatically turn every promising BFCM shopper into a loyal customer, but it gives customers who are already showing interest a clear next step that doesn’t depend on another discount.

What not to do: the discount-retraining trap

After BFCM, offering 10% or 15% off the next order can feel like the obvious way to bring a first-time customer back. It’s easy to set up, easy for customers to understand, and likely to generate at least some second purchases.

The problem is what happens when another discount becomes your default retention strategy. These customers just bought from you during one of the biggest promotional periods of the year. Following that immediately with another coupon gives them very little reason to engage with your brand outside of a sale.

That matters even more for the customers you identified as potential VIPs. They’re already showing signs of interest beyond the original BFCM offer, so immediately reaching for another discount means giving up margin before you know whether you actually need to.

For those customers, try making loyalty progress visible first. Show them the points they earned from their BFCM order, how close they are to the next tier, and what they’ll unlock when they get there. You’re still giving them an incentive to return, but the incentive is tied to an ongoing relationship rather than a one-time coupon.

This doesn’t mean discounts suddenly have no place after BFCM. For the pure deal-hunter segment, a modest discount is fine. It’s not going to convert them either way, so don’t spend your best mechanic, VIP status, on people who are going to wait for the next sale regardless of what you send them. For the full math on why a discount and a points mechanic cost your margin differently, see the cost math behind choosing points over another discount.

FAQ

How do I know which BFCM buyers are actually convertible?

There’s no perfect signal, but engagement beyond the purchase itself, account setup, post-purchase email opens, a second product view, is a reasonable proxy. Treat it as where to focus retention effort, not a guarantee of who returns.

Why not just send every BFCM buyer a discount on their next order?

It reinforces deal-hunting behavior instead of building a relationship, and it spends margin on customers who were likely to wait for the next sale anyway. A visible VIP-tier goal builds a reason to return that isn’t just about price.

How much is a converted repeat customer actually worth?

Enough that it changes the math on a single discounted BFCM sale. Apparel repeat customers spend 67% more by their third year than their first six months, and their 10th purchase runs nearly 80% larger than their first.

Should I give up on the deal-hunter segment entirely?

No. Let them keep normal program access, they can still redeem points and progress into tiers organically. Just don’t spend a dedicated retention campaign on them. Put that effort into the segment already showing signs of an actual relationship.

Is this the same as the post-purchase campaign emails?

No. This post covers the framework and the VIP-tier mechanic. The specific campaign execution, timing, subject lines, sequencing, lives in “Post-purchase loyalty campaigns that bring holiday shoppers back,” the follow-up post in this series.

Your next VIPs may already be in your BFCM cohort

BFCM can bring you a lot of new customers, but the number of first-time orders isn’t the most interesting part. What happens after those orders is where the longer-term value starts to show up.

Some shoppers will disappear until the next big sale, and you don’t need to spend heavily trying to change that. Instead, look for the customers giving you reasons to pay attention: a stronger first order, continued engagement after checkout, or a return visit to your store.

When those signals start to stack up, make the next step obvious. Show customers the progress they’ve already made, give them an achievable VIP milestone, and make the benefits of reaching it clear. The goal is not to turn every BFCM shopper into a VIP. You’re giving the ones with the most potential a better reason to become one.

With BON Loyalty, customers can see their VIP tier and progress toward the next milestone as part of their loyalty experience, so that progress doesn’t have to disappear after the BFCM sale ends.