MCPcat - User analytics and live debugging for MCP
Session replay & error tracking for MCP servers. See every tool call in detail
The real user prompts we captured this ad appearing on inside ChatGPT.
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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.