Short answer: ignore follower count and look for evidence of selling. In Find Creators, filter for creators who have promoted your product category, with revenue and units sold in the last 30 days, an audience that matches your buyers, steady video views and a good sample posting record. Test a small batch, then rank creators by the profit they make you, not the views they get, and look for more creators like the winners.
TikTok Shop has millions of creators, and most of them won't sell your product. The good news is that Seller Centre shows you most of what you need to tell the difference, if you know where to look.
Signals that a creator can sell
| Signal | Where to find it | What you want |
|---|---|---|
| Promoted your category | Find Creators → product category filter | Recent promotions in your category, not just “lifestyle” |
| Revenue and units sold, last 30 days | Performance filters; creator card | Real sales, recently, ideally rising |
| Audience age and gender | Followers filters; Creator Details | Matches the people who buy your product |
| Average views per video | Performance filters (toggle shoppable videos) | Steady, not one viral spike and a sharp drop |
| Engagement rate | Performance filters; creator card | Comments and shares, not only likes |
| Sample posting record | Sample Requests: fulfilment rating (Ok, Good, Better) and the “From reliable creators” filter | Posts after receiving samples |
| Content style | Creator Details → example videos | Reviews, tutorials and demonstrations rather than quick unboxings |
Filters and metrics are from TikTok Shop's How to use Find Creators (US Seller University) and the UK Samples: Seller's Guide. Metrics only appear for creators who have agreed to share their data.
A step-by-step search
- Describe your buyer first. Who buys your product, how old they are, and what problem it solves for them. Search for creators who talk to that person.
- Filter for selling, not size. Category, revenue and units sold in the last 30 days, then follower age and gender. Add “Not invited in past 90 days” so you don't re-invite the same people.
- Open each creator's details page. Check the trend lines for GMV, units sold and views over time, watch a few example videos, and note the brands they've worked with.
- Check their sample record before sending a free sample. A low fulfilment rating is the clearest warning sign.
- Shortlist, then invite in batches with a targeted offer and a specific message (see why creators aren't replying to your invites).
- Use “similar creators”. Once a creator sells for you, the details page suggests similar creators: your best source of the next batch.
Red flags
- Large following but no recent sales in any category.
- A low sample fulfilment rating, or many sample requests and few videos.
- Audience that doesn't match your buyer (for example, mostly under-18s for a product aimed at adults).
- Views that dropped sharply in recent weeks.
- Content that only ever shows unboxings, with no demonstration or opinion.
What TikTok Shop's UK case studies look for
In the UK Free Sample Approval Strategy, TikTok suggests looking at a creator's GPM (GMV ÷ views × 1,000) as a measure of how efficiently their views turn into sales, their follower profile, growth trend, fulfilment rate and content quality. Sellers in its case studies favour creators with a sales record, steady engagement and a high fulfilment rate. Their specific thresholds are their own, not platform rules.
After the first batch: judge by profit
The creators with the most views aren't always the ones who make you money. Once you have a few weeks of orders, rank creators by profit after commission and samples, not GMV. The creator ROI calculator does this from a pasted list. Then send your next samples to creators who look like your top earners.
FAQ
Should I work with small or big creators on TikTok Shop?
Size matters less than evidence of selling in your category. Smaller creators who regularly sell similar products often beat large accounts with no sales history.
What metrics show a creator can sell?
Revenue and units sold in the last 30 days, promotion of your category, an audience that matches your buyer, steady views and engagement, and a good sample posting record.
Why can't I see some creators' metrics?
TikTok Shop only shows metrics for creators who have authorised data sharing.
How do I find more creators like my best ones?
Open a top creator's details page and use the similar creators it suggests, then filter them the same way.
Related guides
Know which creators earn you money, every week. GMVize ranks your creators by sales and trend, and helps you find and invite the next batch.