How to Pick the Right Creators for Your TikTok Shop Campaign

The right creators for a TikTok Shop campaign are the ones already selling products like yours, judged on their sales record rather than their follower count. Find them through sales data, check every name against a short set of quality criteria, and work with fewer, better creators rather than as many as possible.

Why follower count is the wrong starting point

A large following tells you how many people could see a video. It does not tell you whether those people buy. On TikTok Shop, where a creator earns commission on each order through their affiliate link, the question that matters is whether a creator can turn views into sales of a product in your category.

Some creators with modest followings sell steadily because their audience trusts their recommendations and is used to buying from them. Some large accounts rarely sell at all, because their audience follows them for entertainment rather than shopping. If you choose on follower numbers alone, you are likely to spend samples and time on creators who post once and move on.

Start with creators already selling in your category

The strongest signal that a creator can sell your product is that they already sell something similar. Pear builds creator lists from people who are active in the client's category, including creators currently selling for competitors. A creator who sells a rival protein bar, cleaning product or skincare serum already knows how to present that type of product, and their audience already buys it.

We find these creators through several sources:

• Market data tools such as Kalodata, which show which creators are driving sales for products in a niche
• Pear's own creator database, built from creators who have worked on past campaigns
• Lumo, Pear's creator matching software, which matches creators to a brand and product
• Creators who have already sold the brand's products on TikTok Shop

Starting from competitor sellers and category data gives you a list grounded in evidence. Starting from a search for popular accounts gives you a list grounded in reach.

Judge creators on sales evidence

Once you have candidates, look at what they have actually sold. The two measures Pear relies on most are:

• GMV (gross merchandise value): the value of sales a creator has driven, ideally in your category and over recent months
• Past posting rate: how often a creator has actually posted a video after receiving a free sample

GMV shows whether a creator's audience buys. Posting rate shows whether the creator follows through. A creator with good sales but a poor record of posting after samples will cost you stock without producing content. A creator who posts reliably but never sells will produce videos that do little for revenue.

Quality-check every list

Every creator list Pear builds goes through the same quality check before any outreach. A name that fails a check is removed, however good the account looks at first glance. The checks are:

1. The account is active and has posted recently.
2. The creator meets a minimum GMV level for the campaign.
3. Their content fits the product's niche.
4. They create in the right language for the target market, which for most UK brands means English-language content for a UK audience.
5. The account is not AI-generated, automated or spam.
6. The creator is not already retained by a competitor on terms that would stop them working with you.
7. Their past posting rate after samples is acceptable.

Names that look promising on a dashboard often fail one of these checks. It is quicker to reject a creator at list stage than after a sample has been sent.

Select on audience data

Sales history tells you a creator can sell. Audience data tells you whether they can sell to your buyers. Check the age, gender and location of a creator's audience against the people who buy your product. A UK brand needs creators whose viewers are mainly in the UK, because a UK TikTok Shop sells to UK customers.

Then watch the creator's recent content. Look at how they present products, whether their videos feel like a genuine recommendation, and what viewers ask in the comments. Questions about where to buy, how a product works or whether it suits a particular need suggest an audience that shops. A comment section full of emojis and nothing else suggests an audience that watches.

Quality over volume

Pear's approach is that one great creator beats ten mediocre ones. Sending samples to hundreds of creators and hoping some post can produce a lot of videos, but it also produces a lot of low-quality content, wasted stock and creators who never return.

Our work with The Antidotes shows what a quality-first approach can do. By focusing on creator quality over volume, introducing branded briefs and rebalancing commissions, The Antidotes grew GMV by 60%, from £137k to £219k in two months, while cutting the number of videos by 31%. Click-to-order rate rose by 130%, GMV from target creator collaborations rose by 402%, and GMV per video rose from £30 to £69.

Turning a shortlist into posted videos

Choosing creators is only useful if they post. Pear runs outreach and follow-up as a structured process:

1. Contact creators by email first where an address is available, then through TikTok invitations, with follow-ups for those who do not reply.
2. Review sample requests every day against written criteria for each product, so approvals are consistent.
3. Send each creator one product, so their video has a single, clear focus.
4. Follow up with every creator who has received a sample until the video is posted.

Once videos are live, rank them every week by sales into top, middle and bottom groups. The top performers are the content worth putting paid budget behind, and Pear boosts them with Spark Ads, which run a creator's original post as an advert. The weekly ranking also tells you which creators to prioritise for the next product or campaign.

How to keep the right creators

Good creators have plenty of brands asking for their time, so the way you reward them affects how much effort they put in. Pear uses a step-by-step approach to incentives:

• A free sample plus affiliate commission as the starting offer
• Bonuses and creator competitions for those who sell well
• Paid videos where a creator's content justifies a fee
• Retainers only for creators with a proven sales record

A clear commission structure matters at every stage. When creators understand exactly what they earn and how they can earn more, they put more effort into the content. You can read more about how Pear runs creator programmes on our TikTok Shop affiliate marketing page.

FAQs

How many creators should a TikTok Shop campaign use?

There is no fixed number. The right number depends on your category, product range and stock available for samples. Start with a smaller group of creators who pass every quality check, measure their sales weekly, and expand from the creators and formats that work.

Should I work with creators who sell for my competitors?

Often, yes. Creators selling a competitor's product have already shown that their audience buys in your category. The exception is a creator retained by a competitor on terms that rule out working with you, which is one of the checks Pear makes on every list.

What is the most useful metric for choosing a creator?

Sales evidence. Look at the GMV a creator has driven in your category and how often they have posted after receiving a sample. Engagement and audience data help confirm fit, but past sales are the clearest guide to future sales.

Pear is a registered TikTok Shop Partner, recognised by TikTok as a top five TikTok Shop Partner for FMCG, and co-founder Tom Stanley is a former TikTok employee. If you would like help finding and managing the right creators for your brand, book a free strategy session with our team.