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

  • AI agent for DevOps and CI/CD automation

  • Automate incident response workflows

  • best firms for implementing enterprise observability platforms

  • Engineering manager guide to open source tools

  • Enterprise support for open source integration tools

  • Google API retry logic best practices

  • Integration library Node.js version compatibility

  • Integration library stack trace quality

  • Logging AI agent tool calls open source

  • Open source integration tool error messages quality

  • Open source integration tool scaling guide

  • Open source tool debuggability comparison

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 22× 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 →