How to vet creators before you reach out

You found a few hundred creators who match your brief. Now comes the part that decides whether the campaign works: figuring out which of them are actually worth an email. Vetting weeds out low-effort accounts, mismatched audiences, and inflated follower counts — so the people you pitch can genuinely move product.

Why vetting matters before you reach out

A creator who looks great on the surface can quietly tank a campaign. The three failure modes that cost the most:

• Low-quality, unengaging content — followers exist but never react.
• Audience misalignment — wrong country, age, or interest for your product.
• Fake followers — a purchased base that will never convert.

Catching these before outreach means every pitch you send goes to someone who can realistically deliver. It also protects your reply rate: marketers who blast un-vetted lists train their domain to look like spam.

Start with engagement rate

Engagement rate is the fastest signal of whether an audience is real and paying attention. The standard formula is(average likes + comments) ÷ followers, expressed as a percentage. As a rough guide on Instagram: above 3.5% is strong, 1.5–3.5% is healthy, and under 1.5% deserves a closer look — especially on smaller accounts where the rate should normally be higher.

Followers Avg. likes Avg. comments

4.53% 2,040 interactions / post

Strong

Above 3.5% — an unusually engaged audience. Worth prioritizing.

Don't treat the number as a hard cutoff. A 0.8% rate on a 2M-follower account can still outperform a 5% rate on a 4k account in absolute reach. Use it to flag accounts for a second look, not to auto-reject.

Audience quality and fake followers

Engagement tells you people react; audience analysis tells youwho they are. Before you commit budget, check:

• Notable vs. real followers — a spike of inactive or bot accounts is a red flag.
• Geography — a US skincare brand needs US reach, not 70% offshore followers.
• Comment substance — generic emoji clusters read as a pod; specific replies read as a community.

The cheapest fake-follower check is free: read the last ten comment threads. Real audiences argue, ask questions, and tag friends. Bought ones say "🔥🔥🔥".

Brand fit and content signals

A creator can be real, engaged, and still wrong for you. Skim their grid for the signals that matter to a seeding partnership:

• Do they already post in your category, or would you be their first?
• Is the production quality consistent, or was the one great reel a fluke?
• How many recent posts are paid partnerships? Heavy ad load dilutes trust.

You can scan most of this from a profile's recent posts and collaboration history without leaving thediscovery table.

A repeatable vetting workflow

Turn the judgment calls above into a checklist your whole team runs the same way:

1. Filter the shortlist to your target country and follower band.
2. Sort by engagement rate; flag anything below your category's floor.
3. Open each flagged profile and read recent comments for authenticity.
4. Confirm content category and partnership history fit the brief.
5. Move survivors into a campaign and queue personalized outreach.

Doing this by hand works for ten creators. For hundreds, lean on enrichment and saved filters so the signals surface automatically and you only spend judgment where it counts.

Key takeaways

• Vet before you pitch — it protects both campaign results and your sender reputation.
• Engagement rate is a flag, not a verdict; weigh it against absolute reach.
• Audience geography and comment quality catch fake followers faster than any score.
• Codify the steps into a checklist so vetting scales past a handful of accounts.