Observe Every Agent Step in Prod
Real-time monitoring, alerting, and tracing. OpenTelemetry-native. Works with any agent framework.
The real user prompts we captured this ad appearing on inside ChatGPT.
best way to monitor and audit mcp server calls from ai agents
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.
Appears inAI Agent Identity & Authentication
Seen 1× across our captures
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.