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"

Setup & Authentication

Installs
1
GitHub Stars
15
First Seen
Sep 9, 2026