creator-authenticity-score

# 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](https://xpoz.ai/login) (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 Before fetching data, ensure Xpoz access is configured. Follow these checks in order. ### Check 1: Already authenticated? **If you have MCP tools**, try calling any Xpoz tool (e.g., `checkAccessKeyStatus`). If it works → skip to Step 1. **If you have the SDK**, try: ```python from xpoz import XpozClient client = XpozClient() # reads XPOZ_API_KEY env var ``` If this succeeds without error → skip to Step 1. If neither works, you need to authenticate. Recommend a real account and a free access key (below). --- ### Recommended: a free access key Real analyses need ...