Workflow

What AI Knows About You

Discover what AI models know about you based on their internal knowledge.

Needle Team

Last updated

January 27, 2026

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AI ResearchPrivacyPersonal DataModel Comparison

Ever wondered what AI models internally know about you? This workflow lets you compare responses from GPT, Gemini, and Claude to reveal what information exists in their training data about any person.


How It Works

  1. Enter a your name in the manual trigger node
  2. Each of GPT-5.2, Gemini 3 Flash, and Claude Sonnet 4.5 will tell what it internally knows about you.

Customization Options

  • Be more specific: There can be many with you name. Add modifiers to you name to pin-point the person.
  • Jailbreak the model: Try prompt engineering to make the model reveal what it knows.
  • Public figures: Is the model accurate with celebrities? Do you qualify as a celebrity? Check it.

Privacy Note

This workflow only accesses information already in AI training data—it doesn't search the web or access private databases.

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