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.
How to anchor a CPM number, what creators expect from each tier, and the three numbers you should be tracking instead of follower count.
CPM negotiation is mostly an information game. The creator usually knows what their last few sponsorships paid; the brand usually doesn't. This guide is the cheat sheet I wish I'd had on my first 20 deals.
Creators love to anchor on follower count because it's the biggest number on their dashboard. Don't take the bait. Ask for median impressions on the last 10 posts. That number is harder to fake and is what you're actually buying.
Your starting CPM offer = (last 10 median impressions) × (your target CPM) / 1000If a creator quotes $5,000 against 500K followers and a 50K median impression count, you're being asked to pay a $100 CPM. Counter at the impression-based rate and watch the conversation re-center.
Roughly where the market sits as of early 2026 for B2C creators on X/Twitter. Other platforms run higher (Instagram about 1.5×, YouTube about 3×, TikTok variable).
If a creator reaches 100,000 people per post but only 200 of them engage, the audience is mostly passive scroll-by views. Healthy engagement-per-impression on X sits around 2–4%; below 1% means your CTAs are going to underperform.
What industries do the creator's followers actually work in? A creator with a 30% software engineer audience is a different sponsorship than a creator with a 30% retail audience. For B2B brands this is the single highest-leverage number.
Does the creator's audience click links? Look at bio-link clicks (creators will often share this), look at engagement on past sponsored posts, look at link-out rate in regular content. A creator who never gets clicks on their own content won't suddenly get clicks for yours.
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.
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.