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

  • AI agent API versioning management

  • AI agent code execution integration

  • AI agent cohort analysis automation

  • AI agent context window management

  • AI agent data quality monitoring

  • AI agent for developer workflow automation

  • AI agent knowledge base maintenance

  • AI agent market research automation

  • AI agent npm download analytics

  • AI agent observability and tracing

  • AI agent open source community management

  • AI agent playbook automation

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 102× 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 →