
Your AI Cost to Serve Before You Price It
Token-level AI attribution by customer and feature. eBPF sensor, zero code changes, every provider.

Token-level AI attribution by customer and feature. eBPF sensor, zero code changes, every provider.
Draft targeting off real ads like this: the prompts that trigger them, who's running, and a fit check on your own angle.
The real user prompts we captured this ad appearing on inside ChatGPT.
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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.
Questions about the data, a brand you expected to see, partnerships, or access to the intelligence layer. We read every message.