The real user prompts we captured this ad appearing on inside ChatGPT.

  • AI agent rate limiting and safety patterns

  • Automate MFA enforcement workflows

  • Google API scopes minimization for security

  • Has Fomo been hacked or had security issues?

  • How do I verify an airdrop claim on Solana?

  • Open source integration tool bug bounty program

  • Open source tool security audit results

  • What is client-side proving

Why does this ad win these prompts?

The prompts are the clue. The answer is the audience it is really aimed at, and the context hint quietly placing it here.

Seen 8× across our captures

We capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.

Something missing, or want to work together?

Questions about the data, a brand you expected to see, partnerships, or access to the intelligence layer. We read every message.

Contact us →