How the fit score works

The fit score out of 100 shows how well a creator matches your brand, and which signals it’s based on.

Updated 8 October 2026 · 1 min read

We score each creator against your brand profile and, inside a campaign, against that campaign. Scores update as soon as you change either.

PartWeightWhat we check
Topic25%How much of their channel is about your category and brief.
Audience20%Their viewers’ language, where they live, and age and gender if you set them.
Performance20%Views and likes against creators their size, and how often they post.
Price15%Their rate against your budget, and whether their size fits your plan.
Brand safety10%Flags in their videos and comments, and how much paid work they do.
Track record10%Your history with them and how they’ve delivered on ClipCrew.

A creator needs to do well on every part to score in the high 80s. Doing well on one part can’t make up for a poor fit on topic.

When we have less data#

If we can’t measure something about a creator, we count that part as average for them. A creator with little data won’t jump to the top or drop to the bottom.

If your profile is missing your languages, where you sell or a typical budget, we leave those parts out for everyone. The Creators page tells you what to add.

“Not enough data to score yet”#

We show this when we don’t know what a creator makes videos about, or know too little about them overall.

Confidence#

Next to each score we show how much we know. High means we measured most of what matters, including recent performance. Low means the score is a rough guide until you or the creator add more.

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