

The real user prompts we captured this ad appearing on inside ChatGPT.
AI agent post-mortem report generation
AI agent rate limiting and safety patterns
Automate security scanning workflows
Open source tool security disclosure practices
Responsible disclosure for open source integration
Supply chain security for open source tools
Workflow automation for security 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.


