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

  • AI agent context window management

  • AI agent release notes generation

  • best way to set up real-time data sync between PostgreSQL and Elasticsearch for full-text search

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 3× 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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