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The commission rate is the worst way to judge an affiliate program. Here is what to check instead, using data from 1,178 Shopify programs and 8,687 affiliates.
Published on September 23, 2026
by Fawaz

The commission rate is the first thing you see and the worst thing to judge a program on.
A program paying 20% that never converts pays you 20% of nothing.
Across 1,178 Shopify affiliate programs in our data, we noticed that the commission rate shows no meaningful relationship with how the program actually performs.
The correlation is ρ = -0.032, with a 95% confidence interval from -0.122 to 0.059 across 471 programs with at least three affiliates.
In plain terms: knowing a program's rate tells you almost nothing about whether it will earn you anything.
So the question is not "how much does this pay".
It is "can this program produce a sale from my audience, and will I still be getting paid for it in six months".
This guide is the checklist for answering that, and there is a faster way to find programs that already clear most of it.
Here is the thing nobody applying to programs is told.
| Program outcome | Share of programs |
|---|---|
| Never generated a referred sale | 61.3% |
| Generated at least one | 38.7% |
61.3% of programs have never generated a single referred sale.
Not a small sale.
Not a slow month.
None, ever.
If you apply to programs at random, the base rate says most of what you join will be dead on arrival, and it will not be your fault or your content's fault.
That is the real risk in affiliate marketing, and it is a selection problem rather than an effort problem.
One honest limit before you use any of this: our data is merchant-side.
We can see what programs do, how they are configured and what they pay out.
We cannot see what any individual affiliate earns across the programs they have joined elsewhere, so nothing here is a claim about your income.
Work down this list.
The first three decide almost everything, and most people never get past the commission rate.
This is the whole game and it is not close.
An audience buys what it was already going to buy, from someone it already trusts.
A cooking channel sells cookware.
The same channel will not sell supplements at any commission rate, because the audience did not come for that.
Before anything else, ask whether you can name the specific post, video or email where this product would sit naturally.
If you cannot picture it, the rate does not matter.
You are looking for signs of life, and you can check most of them in five minutes.
Look for:
A store with no reviews since last year is a store where your traffic will land and leave.
The first question under this one is whether there is a real store behind the program at all. On the Affilitrak marketplace that part is already checked for you, which we come back to below.
You are going to be the one recommending it.
If the price is high for what it is, or the site looks like it was built in an afternoon, your audience will notice before they buy and you will have spent your credibility for nothing.
Order one thing if you can.
The single strongest affiliate content on the internet is somebody describing a product they actually own.
Now you can look at the rate, in fourth place where it belongs.
The typical Shopify program pays 10%, which is both the most common rate and the median rate actually realised across our data.
That is your benchmark.
Below 10% you need a reason, such as a very high order value or a product people rebuy every month.
Above 10% is good, but read the next sentence before you get excited.
The more important question is what the percentage applies to.
A 15% rate paid after a 25% discount is worth less than a 12% rate paid on list.
Ask, and if the answer is not written down anywhere, treat that as an answer in itself.
This is the period after someone clicks your link during which you still get credit for the sale.
93.1% of Shopify programs never change the 30-day default, so 30 days is the normal thing to see and not a perk anyone is offering you.
Shorter than 30 days is a genuine red flag, because someone deliberately reduced it.
Longer than 30 days is a real advantage, particularly for expensive products people think about for weeks.
Our guide to affiliate cookie duration covers how the window actually works if you want the mechanics.
One caveat worth knowing: on the store side, the median time from click to order is about nine and a half minutes.
Most referred purchases are fast, which means the window matters most for the minority of expensive, considered purchases rather than for everyday orders.
Three things to find:
A $100 threshold on a program paying $4 a sale means twenty-five sales before you see anything.
A 60-day hold is normal enough, because merchants wait out the returns window, but 90 days with no explanation is not.
And check the method actually works where you live, because PayPal is common and is not available everywhere.
A program that gives you a tracking link is tracking you properly.
A program that gives you only a discount code has a problem you will feel later, because codes spread.
Once your code is posted to a coupon site, people who were already going to buy use it, the merchant sees their margin drop, and the program gets cut or your code gets changed. We covered how that happens in affiliate coupon code leaks.
The best setup is a link plus your own unique code, so you are covered whether someone clicks or types.
Read this part, because it is where programs quietly take back what the rate promised.
Look for:
The clause that matters most is the one about self-referrals and family purchases, because it is the most commonly broken and the most commonly used to void an account.
Affiliate programs are top-heavy.
In our data, among programs with at least two selling affiliates, the top affiliate takes a median 54.5% of that program's referred orders.
Read that two ways, because both are true.
If a program has been running for two years and someone already owns that position, you are joining to compete for the remaining half.
If a program is new, that position is unclaimed, and being early is worth more than a few extra percentage points on the rate.
Finding new programs early is the hard part, and it is the part the marketplace's new-program alerts are built for.
Look for:
Programs that hand you nothing are telling you how much attention you will get.
Send one question before you apply, or immediately after.
Ask something specific, like what the attribution window is or which product converts best.
A reply within two days is a better predictor of whether this program is worth your time than anything else on this list, because it tells you a human is actually running it.

You do not have to guess, and you do not have to commit.
Join, promote it properly once, and give it thirty days.
That timeframe is not arbitrary.
| Time from joining | Share of eventual sellers |
|---|---|
| Within 1 day | 28.9% |
| Within 7 days | 46.5% |
| Within 30 days | 69.8% |
| Within 90 days | 89.8% |
Among affiliates who ever make a sale, 69.8% make the first one within thirty days, and 89.8% within ninety.
The curve is close to flat after that.
So a program that has produced nothing after a month of real promotion is unlikely to turn around on its own.
"Real promotion" is the important qualifier.
One story with a link is not a test.
Put it in front of your audience the way you would put anything you actually liked, once, properly, and then judge the result.
If it works, go deeper on that one program rather than joining five more.
If it does not, leave and use the slot on something else.
The checklist above has an obvious problem: running it on a program you found through a random Instagram post takes an hour, and most of them fail.
You are doing the filtering work one brand at a time, with no way to compare.
The Affilitrak marketplace exists to move that filtering to the front.
It is a directory of Shopify brands that you browse by category, with the things you would otherwise have to dig for shown before you apply.
Six reasons it is worth the thirty seconds it takes to sign up.
This is the one that matters most, because it removes the single biggest risk in the list above.
You are not applying to a landing page that may or may not be attached to a real business.
Rates currently on the marketplace run from 1% to 20%.
You can see where a brand sits against the 10% benchmark without emailing anyone, which turns check number four into a glance.
No separate form and separate account for every brand.
Create one free account and apply from the listing.
Check number one on this list is audience fit, and the marketplace is organised around it.
There are ten categories:
You are browsing the brands your audience would actually buy from, rather than whatever crossed your feed.
This is the most valuable feature on the list and the least obvious, so it is worth connecting to the data above.
The top affiliate in a program takes a median 54.5% of its referred orders.
That position is easiest to take in a program nobody has claimed yet.
An alert on new programs in your niche is, in practice, an alert on unclaimed top spots.
A free account, no card, and no signup or subscription fee.
You can also bookmark programs you are still deciding on, which is useful when you are running the checklist across several at once.
Browse by your category first, and run the rest of the checklist only on the brands that survive it.
How many programs should I join at once?
Fewer than you think.
Two or three you can promote properly beats ten you mention once, because the thirty-day test only means something if you actually ran it.
Do I need a website to join a program?
Usually not, though some programs ask for one.
We covered the options in affiliate programs with no website or following, and how to promote affiliate links without a website covers where to put them once you are in.
Is a higher commission rate ever the right reason to choose?
Only between two programs that are otherwise equal, which is rare.
Between a 20% program with a dead store and a 10% program with an active one, take the 10% every time.
What if a program rejects me?
Ask why, briefly and once.
Small programs usually approve quickly, and a rejection with a reason tells you something useful about whether you were a fit anyway.
How do I know if my clicks are being tracked?
Click your own link from a different device, and check whether the click appears in your dashboard.
If a program cannot show you your own click, it cannot show you your own sale.
The programs worth joining are not the ones paying most.
They are the ones attached to a store that is already selling, to an audience that overlaps yours, with terms that let you keep what you earn.
Check the fit first, the signs of life second, and the rate fourth.
Give anything you join thirty days of real effort, then decide with the result in front of you rather than the offer.
And do the filtering before you apply rather than after.
Create a free affiliate account and start from a list of verified brands in your category instead of whatever turns up next in your feed.