Why teams use it
Built for the way your team actually runs Lookalikes.
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Audience-aware, not just niche-aware.
Lookalikes match on who's watching, not just what's posted. So the affiliates you find drive results, not just impressions.
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Multi-signal similarity.
Audience overlap, content topics, posting style, and conversion behavior — all weighted into a single score you can sort and filter.
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Compounds your best wins.
Every creator who posts well becomes a seed. Your discovery program gets faster and more accurate with every campaign.
How it works
From input to outcome in 3 steps.
STEP 01
Pick a seed creator.
A top performer in your program, a competitor's affiliate, or any TikTok Shop creator you'd like more of.
STEP 02
Tune the similarity.
Weight audience overlap, content style, performance, or all three. Filter by region, follower band, or activity.
STEP 03
Activate the shortlist.
Push lookalikes into outreach, add them to a private community waitlist, or hand them to a teammate to manage.
Deep dive
Everything you'd expect, plus a few you wouldn't.
Questions
About Lookalikes.
Can I use a creator who isn't in my program as the seed?
Yes. Any TikTok Shop creator profile in Cruva's index can be used as a seed — including competitor affiliates and creators you've spotted organically.
How many lookalikes do I get?
It varies by seed and filters, but most searches return 1,000–5,000 ranked creators. You can narrow with filters or expand by relaxing the similarity threshold.
Does the score improve over time?
Yes. As your team marks creators that performed well or didn't, Cruva tunes the weighting on each signal so future lookalike searches reflect what's actually working for your brand.
Can I exclude existing affiliates?
Lookalike results respect your CRM state — you can hide creators you've already contacted, only show net-new prospects, or focus on creators in specific pipeline stages.