The real user prompts we captured this ad appearing on inside ChatGPT.
Best developer-first integration software for a lean startup team
Best tools for startups that need to move from prototype to production integrations
best vector database for ai agent long-term memory in 2026
Which platform reduces integration maintenance for engineering teams
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.