Originally sent to the AmpliSell newsletter on November 4, 2026. Join the list here.
The question you ask most on sales calls: "What should I budget for TikTok?"
And right behind it: "What are we spending that budget on and what do we get for it?"
Here is the answer to both.
First, let's quickly frame the channel. TikTok is a marketing engine that captures some demand it creates, but operates best as a discovery platform. Your cost to acquire a customer will run higher than Amazon or Shopify and your contribution margins won't be as good.
Of course there are exceptions, but I want to set a general expectation based on what I am seeing.
Fortunately, the payoffs are real and measurable.
- Sales on TikTok
- Sales off TikTok (the halo)
- Brand awareness
What You Budget For and What You Spend It On
You're going to spend on 4 things:
1. Samples
This is a non-cash expense, but you still have to budget for it with your demand planning team.
You'll give away somewhere between 100 and 1,000 units a month to creators.
Don't forget to include shipping on those samples. If your COGS is $5 and avg shipping is $5, you'll be spending $10 per sample (half cash, half inventory).
2. Creator Incentives
This is the cash you spend each month to get your creator community posting MORE and BETTER videos.
Remember: "posting MORE and BETTER videos" should be your #1 focus.
If you send 1 sample and get 1 video from that sample on average, you will never reach breakeven on TikTok.
You want to get 10+ videos per sample - more (with a quality baseline) is better.
Here's the math.
Say you spend $10 on a sample plus shipping, send out 100 samples, promised a 14% commission, and get 200 videos back.
Two of those videos drive $2,000 in GMV each.
Ten of them drive $100 GMV each.
The rest drive $0 GMV.
You spent $1,000 on samples and $700 on commission, for $5,000 GMV or a ~2.9x ROI.
Plus you get 200 videos circulating and introducing people to your brand.
PLUS you can whitelist those videos over to Meta on a commission basis.
That's a decent return and the way you improve it is running incentives to get MORE and BETTER videos per sample.
Let's run the math assuming we pay out an extra $500 in incentives and that doubles the videos we receive and performance stays the same.
Say you spend $10 on a sample plus shipping, send out 100 samples, promised a 14% commission, and get 400 videos back.
Four of those videos drive $2,000 in GMV each.
Twenty of them drive $100 GMV each.
The rest drive $0 GMV.
You spent $1,000 on samples, $1,400 on commission, and $500 on incentives, for $10,000 GMV or a ~3.4x ROI.
Incentives can be more efficient spend than samples, because every incentive dollar is tied to GMV.
One rule: never reward volume alone. You'll get a pile of crappy videos. Reward volume and GMV together.
3. GMV Max ads
TikTok's ad platform works more like Meta than Amazon. You set a budget and a target ROAS, and the algorithm finds your best videos and pushes them to the right audience.
Don't budget for this in month one.
My insider at TikTok shared a wild stat with me from TikTok internal data:
It takes about 22 days from "sample approved" to a video going live. Then another 16 days for that video to peak. That's roughly 38 days from sample approved to a video performing at its best. That's over a month before that video peaks.
So if you start sampling on the first of the month at launch, there's nothing worth promoting in month one. The guy who leads ads at TikTok told me to get 100 videos live before turning on GMV Max. That's when the algorithm has enough to work with.
4. Reviews (one-off)
Instead of GMV Max in month one, put that money into Sellico (no affiliation).
You have to get reviews fast or you're dead in the water.
You have to get reviews fast or you're dead in the water.
I didn't put it twice by accident.
Good creators won't sign up for samples when they see a product with no reviews. They know it won't convert.
Sellico solves this through a TikTok compliant buy and reimburse program.
For example, you send Sellico $5,000.
They keep $500 and give $4,500 to shoppers who buy your product on TikTok and leave a review.
Most of that money comes back to you as sales.
It's the best money you'll spend at launch, because it does three jobs:
- Sales, which show up as validation on your storefront.
- Reviews, which lift your conversion rate and the number of creators who say yes to your samples.
- A higher outreach threshold inside TikTok, so you can message more creators through their system.
And for now, TikTok allows it.
What You Get for the Investment
Three things.
1. Sales on TikTok
Easy to measure. Shows up as GMV in your dashboard.
What surprises people is how much harder sales are to come by on TikTok than on Amazon. Most videos are duds. The 80/20 rule is in full effect. Even top creators like Jordyn Gunderson only drive sales on about 20% of their videos.
So don't expect GMV from every video. Expect a lot of duds and a few that do really well. That's why video volume matters so much.
2. Sales off TikTok (the halo)
The hardest to measure accurately, and a key justification for investing in TikTok at all.
I won't go deep on it here. If you want proof it's real, take it from the operators. Ridge ran a geo-lift test and found 88% of the lift from their GMV Max ads landed off TikTok: 49% on Amazon, 39% on Ridge.com, 12% on TikTok Shop. Glamnetic's co-founder says they lose over a million dollars a year on TikTok and it's worth it, because the halo drives their retail sales.
I covered how to measure it 2 weeks ago in a webinar: https://amplisell.kit.com/posts/500-of-your-peers-showed-up-yesterday
3. Brand awareness
Every creator video on TikTok comes with numbers: views, engagement, orders. What Shop analytics can’t show you is what happens next. Someone watches a video on Tuesday, reads the reviews on Amazon, and then buys when they see it on the shelf in Target.
Joel Contartese, VP of Growth at Bloom, put it this way:
“You could never buy that kind of visibility efficiently through traditional media, and here it comes attached to a channel that’s also generating sales and feeding demand everywhere else you sell. Once you look at it that way, the economics on any single order stop being the point.”
My friend Paul Jauregui, who runs BK Beauty, said the same thing in fewer words on a webinar we did together last month, talking about brands new to the platform:
“TikTok is still the greatest discovery engine out there.”
Tying It All Together
Every expense exists to get MORE and BETTER videos on the platform.
Pull the lever that works to do that at the lowest possible cost.
- Samples get videos made.
- Incentives get more of them, and better ones.
- Reviews get creators to say yes in the first place.
- GMV Max pushes the winners to more people.
And videos drive all 3 returns: GMV on TikTok, the halo off it, and brand awareness.
Running an RFP or looking for the right Amazon or TikTok partner for 2027?
Cheers,
.svg)
.svg)
