Creators are powerful drivers of user-generated content because they bring authenticity, relatability, and social proof to the products they feature. Creator content feels real, so audiences are more likely to trust recommendations, understand how an item fits into their lives, and buy through TikTok Shop.
Beyond content creation, the right creators can strengthen your brand positioning, deepen audience trust, and move products faster than almost any other marketing channel available today.
However, not all creators are the right fit for your brand. Just because a creator has a large following, doesn’t mean they are driving revenue for the products they are promoting. You need data-backed insights to build a creator strategy that will drive revenue.
Key Takeaways:
Finding the right creators for your brand is not just about picking someone with a big following. The best partnerships happen when a creator’s content, audience, selling style, and product category history genuinely match what your brand offers.
Before you start reaching out, focus on three core signals:
Before you find influencers to work with, get clear on what success looks like. Whether you want immediate sales, brand awareness, or access to a new audience, your goal should determine the creator type, performance signals, and outreach angle.
Getting this right from the start saves time, protects budget, and reduces the risk of partnerships that look promising but do not support measurable growth.
To identify influencers who convert, focus on Gross Merchandise Value, or GMV, which reflects how much revenue a creator has actually driven in your product category. Follower counts, likes, and views can be misleading, but sales data shows whether a creator can turn attention into purchases.
Charm data surfaces creators ranked by revenue they generated for each video and product within your category, so you start your search with performance data rather than assumptions.
A creator with strong numbers will not help if their audience has no interest in what you sell. Before you reach out, check whether their followers buy products like yours, whether their content naturally supports your product type, and whether past performance suggests real purchase intent.
Charm data helps you see which creators are already driving sales in your product category, so you can make a more confident and informed decision before committing to a partnership.
TikTok Shop has changed the way products are discovered and purchased by blending entertainment, creator trust, and commerce in one experience. Knowing how to find social media influencers specifically on TikTok gives your brand an edge over competitors still relying on traditional outreach or broad influencer lists.
TikTok’s algorithm rewards engagement and watch time, but TikTok Shop adds another critical layer: purchase behavior. Creators who can weave product recommendations into entertaining content are the ones driving real GMV, so knowing how to find an influencer on TikTok who truly sells means going beyond native discovery tools and looking at shop performance data.
Rather than manually scrolling through creator profiles, use data-driven tools that let you filter by product category and sales volume.
If you have ever wondered where to find a listing of influencers by niche and revenue, Charm indexes TikTok Shop creator data and surfaces top performers in each category, sorted by the metrics that matter most to your bottom line.
On TikTok, how a creator sells matters just as much as what they sell. Some creators convert through tutorials, while others succeed through unboxings, lifestyle integrations, try-on hauls, product comparisons, or “get ready with me” formats that make the product feel natural.
Reviewing a creator’s highest-performing TikTok Shop videos helps you understand:
Charm’s TikTok Shop analytics lets you review the specific videos tied to the most revenue, so you understand a creator’s selling style before you ever reach out.
Waiting until a creator is already oversaturated with brand deals often means paying premium rates for diminishing returns. The smarter approach is to find influencers who are gaining traction around trending products, hashtags, sounds, or category conversations before their rates climb.
Charm data allows you to identify creators driving emerging trends with revenue-backed data, helping you spot rising talent early instead of chasing names that every other brand is already working with.
Once you have identified your targets, getting influencers to promote your product comes down to outreach quality. Generic pitches get ignored, but a message that references recent content, speaks directly to the creator’s audience, and explains why your product is a natural fit is far more likely to land.
With Charm’s creator insights on top content, ad spend, GMV, and category fit, you can personalize every pitch with specifics that show you have done your homework. That is how you move from cold outreach to genuine, lasting creator partnerships.
Finding the right creators for your brand does not have to feel like a shot in the dark. With the right data and tools in place, you can make confident decisions that lead to real, measurable growth on TikTok Shop. The brands seeing the strongest results are not just working with popular creators. They are working with the right ones.
Charm gives you the intelligence to do exactly that, helping you move faster, reduce risk, and build creator partnerships that are set up to succeed from day one.
If you are serious about scaling your TikTok Shop presence, stop browsing profiles and start searching with data. Charm helps you find the right creators for your brand faster, so you can focus on building partnerships that actually grow your business.
Explore Charm and start your data-backed creator search today. Book a call with Charm and see exactly which creators are winning in your category.