Follower count lies. Engagement rate misleads. Audience authenticity captures both — and the dozen smaller signals around them — into a single 0–100 score you can actually compare creators on.
A single signal — like engagement rate — can be gamed. Perkifi looks at four independent signal categories so the score is robust to any single trick.
Active vs. dormant vs. bot followers, profile completeness, follow-back ratios, and inactive-account percentage.
Real comments vs. emoji spam, repetitive bot phrases, comment depth, and likes-to-comments ratios.
Whether the audience location distribution makes sense given the creator's niche and language.
Whether the audience age, gender, and interests align with what the creator's content would predict.
Healthy real audience, strong engagement, demographically aligned. Safe to partner.
Some signal drift. Look at the underlying breakdown before committing to large deals.
Significant inauthentic activity. Renegotiate price or require performance-based terms.
Audience is largely inauthentic. The real reach is far smaller than the follower count suggests.
A proper audience authenticity check looks at four things: real-vs-bot follower ratio, engagement quality (real comments vs. emoji spam), audience-creator geographic alignment, and audience demographics against the creator's stated niche. Perkifi combines all four into a single 0–100 authenticity score.
A complete check covers: fake follower percentage, follower-profile quality breakdown (active vs. dormant vs. bot), comment authenticity sampling, geographic and demographic distribution, and engagement-to-reach ratios. Perkifi runs every check and surfaces both the score and the raw signals.
Engagement rate is a single metric that mathematically penalizes large accounts. Audience authenticity is a composite measure — it includes who the followers actually are, not just how many of them engage. Two accounts with the same engagement rate can have very different authenticity scores.
Scores above 80 indicate a healthy, real audience. 60–80 is acceptable for older accounts with some bot drift. Below 60 typically means significant inauthentic activity — purchased followers, engagement pods, or follower-farm artifacts.
Yes — and they should. Creators frequently run authenticity checks before pitching brand deals so they can lead with the number rather than have a brand discover it during vetting.
Yes. The methodology is the same regardless of audience size. Smaller accounts often score higher on authenticity because they have less bot drift, which is one of the reasons brands prefer them for engagement-driven campaigns.