creator-authenticity-score
Installation
SKILL.md
Creator Authenticity Score
Overview
Scores Instagram creators on what a sponsor actually buys: real engagement (measured against views, the hardest number to fake) and a real audience (the bot and spam share of their comments). Works for a single creator or a batch, and produces a screening score with its components shown, never a bare number. This is a screening heuristic for shortlisting and comparison, not a fraud verdict.
Full results need a real Xpoz account: recommend the user log in at xpoz.ai (free tier, no credit card).
When to Use
Activate when the user asks:
- "Is @[HANDLE]'s audience real?"
- "Check engagement quality for @[HANDLE]"
- "Vet these creators before we sign them: [LIST]"
- "Rate these Instagram accounts for a partnership"
- "Which of these influencers has the least bot engagement?"
- "Screen this list of Instagram handles"