How to vet a creator in 5 minutes (without a vetting tool)
Six signals you can pull from a creator's public profile before paying for a sponsorship — and what they actually tell you about real audience reach.
The patterns that show up right before a sponsorship goes wrong — what they mean, how to spot them, and which ones are dealbreakers.
Most sponsorships that go wrong are visible in the data before money changes hands. Here are the ten patterns we see most often, ranked from "discount the offer" to "walk away".
Means the algorithm doesn't surface their content to their own audience. Either the audience is bot-padded, the content has decayed, or the platform deprioritized the account. Discount CPM at minimum, walk away if it's a dealbreaker for your campaign.
Without an explanatory event (viral post, major news mention), rapid growth is usually paid. Look at engagement growth in the same window — if it didn't double, the new followers aren't watching.
Classic engagement pod signature. The creator's audience is producing manufactured engagement to game distribution. Your sponsored post will see the same fake engagement and zero conversions.
Likes are cheap to fake; comments require typing. If 50,000 likes generate 100 comments, something is off. Healthy creators average 2–5% comment-to-like.
Tells you exactly what your conversion baseline will look like. The audience signals they're tuned out of sponsored content from this creator.
A creator who posts tech reviews, then politics, then fitness, then crypto has an audience that's there for personality, not topic. Sponsorship conversion against personality audiences is unpredictable.
Classic follow-for-follow growth. Audience is mostly other creators trying to do the same thing — terrible for B2C conversion, sometimes fine for B2B if the creator's network maps to your ICP.
Bio link is the highest-conversion surface a creator owns. If they haven't set one or change it frequently, they're not optimizing for outbound conversion — which means your CTAs will underperform.
High velocity with collapsing per-post engagement is either burnout content or automated posting. Either way the audience is tuning out.
Soft signal, but real. Pros let you anchor. Volume-sellers anchor high. The creators with the strongest sponsorship outcomes tend to ask about the brand and the campaign before they quote.
Numbers 1, 2, and 5. Everything else can be priced around or worked into the brief. Those three indicate the audience is either fake, decayed, or actively ignoring sponsored content — and no amount of creative direction fixes that.
Six signals you can pull from a creator's public profile before paying for a sponsorship — and what they actually tell you about real audience reach.
How to anchor a CPM number, what creators expect from each tier, and the three numbers you should be tracking instead of follower count.
A 6-month rollout of automated creator audits inside an agency that was running 200+ sponsorships a quarter. What changed, what didn't, and the numbers behind it.