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

  • best ResearchOps platform for education

  • best research repository

  • how to scale research repository management

  • knowledge management platform used by education companies

  • leading research repository companies

  • leading research repository vendors

  • limitations of UX research repository

  • problems with UX research repository

  • Thematic vs Market Logic features

  • top research repository 2026

  • what to look for in a research repository

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 15× 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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