Big Brands Don’t Have Better Affiliate Programs. They Have More Demand to Recapture. (#22)

TL;DR

Large brands post better affiliate numbers than small ones: higher conversion rates, faster recruitment, more volume. Most people in the channel treat that as a fact about affiliate programs.

It’s mostly a fact about brand equity.

A large share of what converts in a big brand’s program is demand the brand already created. Someone searching the brand name plus “coupon.” A shopper who was always going to buy, passing through a partner on the way to checkout. That’s the brand paying commission to reacquire customers it already had.

The consequence runs in both directions. Big-brand programs look healthier than they are. Small-brand programs look weaker than they are. And when a small brand tries to close the gap by copying the big-brand playbook, it imports the problem without the brand equity that was hiding it.

Where This Came From

I made a version of this argument on LinkedIn recently, in a discussion with Evan Weber about why it’s so much harder to grow a program at a smaller brand. His point was correct: affiliates respond better to a brand they recognize, and bigger brands convert better on brand weight alone.

I agree with the observation. I think the conclusion most people draw from it is wrong, and it leads smaller brands into expensive decisions.

Why Big Brands Really Convert Better

Three things are happening, and they’re usually lumped together.

Recognition reduces friction. A shopper who already knows the brand needs less persuading.

Trust reduces abandonment. People complete purchases from names they’ve heard of.

Existing demand gets harvested. This is the one nobody separates out, and it’s the biggest of the three.

A large brand generates enormous volumes of intent through advertising, retail presence, PR, and years of accumulated familiarity. That intent shows up as people searching the brand by name and arriving at checkout already decided. Some of that traffic passes through an affiliate on the way, and the affiliate gets paid for it.

The first two are genuine advantages of being a big brand. The third is the brand buying back traffic it already owned.

What Brand Recapture Looks Like

The clearest case is brand-plus-modifier search. Someone types your brand name followed by “coupon,” “discount code,” or “promo.” That person has already chosen you.

Try it with a large retailer. When I searched Best Buy plus “coupon” from a US location in September 2026, the first result was a paid ad from RetailMeNot, offering cash back, placed directly on Best Buy’s own brand search. Best Buy’s ad sat underneath it. Below those, the organic results were Groupon, CouponFollow, Rakuten, RetailMeNot again, a Reddit deals thread, TechRadar’s coupon section, and Best Buy’s own offers pages.

Every one of those third-party pages exists to meet someone who has already decided to shop at Best Buy, hand them a code, and monetize the visit on the way through. None of them created that customer. Best Buy did, through decades of advertising and a store in most towns.

And Best Buy is on that page twice over: paying for an ad on its own name and running its own offers pages to rank for it. A big brand doesn’t just lose brand-intent traffic to recapture. It spends money competing to win back traffic that was already its own.

A small brand has almost none of this, as almost nobody is searching its name.

The same dynamic runs through the rest of the checkout stage: shopping extensions firing on carts customers filled themselves, cashback sites visited by people who were buying anyway, codes leaking from the channels they were issued for. I’ve covered those in detail in Your Affiliate Program Is Just a Coupon Feed, and the more aggressive extension behavior in Why Affiliate Networks Can’t Police Your Program. What matters for this argument is that all of it grows with brand equity.

Most of This Isn’t a Violation

It would be easy to read this as an argument that affiliates are cheating big brands. It isn’t.

Some recapture does break terms: trademark bidding where a program prohibits it, direct linking, codes distributed against the conditions they were issued under. That’s a compliance problem with a compliance answer.

It’s worth being clear that bidding on a brand name plus “coupon” isn’t automatically one of those. Whether a partner may do it is set by each program’s terms, and plenty of programs permit it, deliberately or by default.

Most recapture is entirely legitimate. A coupon site that ranks organically for your brand plus “discount” has broken no rule. You approved the partner, you set the rate, and you created the demand it monetizes.

That isn’t misconduct. It’s a commercial decision you made without noticing you were making it, which is why it’s harder to fix than fraud. Nobody escalates a partner who follows every rule.

The Mirror Image

This is the part that I think gets missed entirely, and it’s where the real damage happens.

Run the same logic for a small brand. There’s very little brand-intent demand to harvest, as very few people are searching the brand name. There’s no queue of already-decided customers for a checkout-stage partner to intercept.

So the small brand’s affiliate numbers look worse. Lower conversion rate, slower recruitment, less volume. Benchmarked against the category or against a large competitor, the program looks broken.

But a far higher proportion of what it does produce is genuinely incremental. There was no existing demand to recapture, so almost every sale had to be created by a partner who actually persuaded someone.

Compare the two programs on tracked revenue and the big brand wins easily. Compare them on incremental revenue and the gap narrows considerably. In some cases it closes.

I’m not claiming small programs are secretly better. I’m claiming the standard comparison measures the wrong thing, and that decisions get made on the back of it.

What Smaller Brands Do With That Comparison

Here’s how it usually plays out.

A small brand’s leadership looks at affiliate performance against benchmarks and concludes the channel is underperforming. Someone is asked to fix it. The fastest available way to improve every reported metric is to recruit coupon, cashback, and deal partners, as they convert immediately and need almost no negotiation.

It works, on paper. Conversion rate rises. Volume rises. The program starts to resemble the benchmark.

What actually happened is that the brand imported the big-brand partner mix without the big-brand demand underneath it. Those partners now sit at checkout taking commission on the small amount of existing demand the brand does have, and on customers its genuine partners already persuaded. The numbers went up, and the incremental value went down.

The program looks better and is worse. It’s the same trap the big brand is in, reached by a different route.

And Success Erodes It Anyway

There’s a second, quieter version of this.

As a small brand grows, people start searching for it by name. Brand-intent demand appears where there wasn’t any. Coupon sites notice, start ranking for the brand plus “discount,” and join the program. Extension traffic arrives through subnetworks.

None of this requires a decision from anyone. It happens because the brand succeeded.

The result is that a program’s incrementality tends to decline as the business grows, while its reported numbers improve. The better the brand does, the more its affiliate channel shifts from creating customers to intercepting them, and the dashboard reports that as progress.

If you ran a program that was genuinely incremental two years ago and you haven’t measured it since, it probably isn’t anymore.

So Why Is It Harder to Grow a Small Program?

Because it is. That part of Evan’s point stands. It’s worth being precise about why, though, as the usual explanation is wrong.

Affiliates aren’t primarily choosing brands. They’re choosing EPC. The calculation any serious partner runs is simple: what do I earn per click if I send traffic here?

EPC is conversion rate multiplied by what the partner earns per sale. Brand weight lifts conversion rate, which is real. But commission rate, average order value, offer strength, and funnel quality all feed the same number, and all of those are within a small brand’s control.

A small brand with a strong offer, a competitive commission, and a funnel that converts will often out-recruit a household name with weak EPC. Partners are commercial. They test, and they follow the number.

Where smaller brands genuinely lose is budget and patience. Recruiting partners who create demand rather than capture it is slow. Content takes months to rank. The work needs paying for before it pays back, and it produces worse numbers in its first quarter than signing three coupon sites would.

Evan’s view is blunter. In his experience, most programs on the networks have “a couple of handfuls of steady producers, maybe 20 at the most,” and those are usually last-click. Changing that means recruiting top-of-funnel partners wherever they exist, from review sites and bloggers to social creators, email senders, media buyers, and TikTok Shop sellers. He’s right that it takes a full-time outreach effort.

That’s a resourcing decision, not a brand-size problem. Most brands make it by default rather than deliberately.

How to Find Out Whether Your Program Is Incremental

You can’t measure incrementality perfectly in affiliate. The channel doesn’t allow clean randomization, data is fragmented across partners, and anyone quoting you a precise figure is selling something.

You can get much closer than most programs bother to. I’ve covered click timing, journey position, and demand creation versus capture in If Your Affiliate Manager Can’t Explain Attribution, Fire Them. These are the checks that apply specifically to brand recapture.

Search your own brand plus “coupon.” Do what I did with Best Buy. Look at who’s advertising on it, who ranks for it, and which of them are in your program. It takes a minute, and most brands have never done it.

Check whether a partner’s revenue moves with your site traffic. Evan Weber, who built AffiliateFinders to tackle the recruitment side of this problem, put it better than I did when we discussed this piece. The sales last-click affiliates are credited with, he said, “are based on the website’s overall traffic mix from other channels and organically. When the traffic is up, they prosper. When it’s down, they go down.” Plot a partner’s attributed revenue against your total site sessions across a year. Seasonality lifts everyone, so the question isn’t whether a partner rises in November. It’s whether it does anything your overall traffic doesn’t.

Split brand from non-brand. For any partner running paid or organic search, separate traffic on your brand name from everything else. Brand-term traffic is recapture almost by definition.

Look at new versus returning customers by partner. A partner delivering mostly returning customers is being paid to retain, at an acquisition rate.

Find out where your codes come from. What share of orders use a code, and which codes? If a meaningful share of your customers leave checkout, search for a discount, and come back, your program has trained them to do it and is charging you for the round trip.

Run a geo holdout. Suspend a partner in one market and hold everything else steady. It’s imperfect, as markets aren’t identical and seasonality will muddy it. It’s still the closest thing to a real answer available, and almost nobody runs one.

Or pause a partner and watch. Crude, and the most informative thing you’ll do all quarter. If total revenue holds while attributed revenue moves, you have your answer.

And measure it again next year. For the reason above: incrementality you had isn’t incrementality you keep.

What to Change

The answer isn’t to cut every partner who captures existing demand. Some recapture is worth paying for, and I’ve set out when coupon partners earn their place in the Coupon Feed piece.

The problem is paying acquisition rates for it by accident.

Pay more for new customers. New-customer bonuses and lower returning-customer rates are the simplest lever available, and every major network supports them.

Decide what brand-term traffic is worth, deliberately. If you’re comfortable paying for it, pay a lower rate for it on purpose and write that into your terms. If your terms don’t address it yet, they probably don’t address several other things either, which I’ve covered in Your Affiliate Program Terms Are Probably Outdated.

If rates are coming down, communicate it properly. Partners take commission changes badly when they arrive as a surprise. How to communicate affiliate commission cuts covers doing it without losing the partners you want to keep.

Then reinvest what you recover into the slow work: recruiting partners who reach people who haven’t heard of you yet.

The Uncomfortable Part

If you did all of this properly, your affiliate channel would get smaller before it got better. Attributed revenue would fall. Conversion rate would drop. The partner list would shorten. For a couple of quarters, anyone reading the dashboard would conclude the program had gotten worse.

The business would be in a better position, and the reporting would say the opposite.

That’s the real reason this doesn’t get fixed more often. Somebody has to be willing to hand up a number that makes their own channel look smaller, and explain why that’s good news.

Not many people volunteer for that. It’s most of the job.

Need Help Understanding What Your Affiliate Program Is Actually Producing?

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If your program looks healthy but you’ve never been able to answer the incrementality question, I can help you work out where your revenue is really coming from: partner mix and role, brand versus non-brand traffic, new versus returning customers, code sources, commission structure, and program terms.

Book a free affiliate program review, and I’ll help you find out how much of your affiliate revenue would have happened anyway.