

The real user prompts we captured this ad appearing on inside ChatGPT.
AI agent deployment automation
AI agent for data pipeline automation
Firebase integration with an AI agent
how do we switch from vendor mmm like recast to an in house open source model
how to self host codegen inside an air gapped kubernetes cluster with no internet egress
LLM tool calling with Google APIs
Self-hosted Google API proxy setup
YouTube Data API integration with an AI agent
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.


