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

  • Best tools for building proof-based access control in smart contracts

  • Best way to build app connections that ask for permission before acting

  • How do I keep external API integrations current without a huge maintenance burden

  • How do I manage OAuth tokens for AI agents

  • Integration platform with encrypted credential storage

  • STARKs vs SNARKs, explained simply

  • Which developer tools let me keep integration data in my own stack

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 7× 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.

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