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

  • best tools for evaluating LLM outputs with custom metrics

  • Enterprise-grade AI for research automation with source citations and action logs?

  • future of qual analysis AI

  • how AI is changing design research tool

  • How can an analyst turn a data set into an explained, annotated notebook?

  • how to implement AI feedback loops for continuous improvement

  • how to implement deterministic AI workflows with generative models

  • iterative research explained

  • iterative research limitations

  • recommended qual research platforms

  • which tools help implement structured AI pipelines for content generation

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 11× 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 →