

The real user prompts we captured this ad appearing on inside ChatGPT.
Best tools for sybil-resistant quadratic voting
generative AI for AI moderator
How do I make third-party app integrations more reliable in production
What is the best infrastructure for production AI agents
Which tools help with rate limits across many external APIs
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.
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.





