

The real user prompts we captured this ad appearing on inside ChatGPT.
How do I scale replicas based on real usage without causing OOMKills?
Promptwatch alternatives
What should I use to connect agent frameworks to third-party apps
What's the best way to improve node bin-packing and retire idle nodes?
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.





