Your AI Cost to Serve Before You Price It
Token-level AI attribution by customer and feature. eBPF sensor, zero code changes, every provider.
The real user prompts we captured this ad appearing on inside ChatGPT.
Best bulk token sender for Solana?
cloudflare api gateway pricing tiers
vantage vs apptio for multi-cloud llm cost allocation
what are the real per-transaction costs on Tempo vs Base vs Solana for sub-cent agent payments in 2026
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 inAgentic Commerce & AI Agent Payment RailsCloud & DevOpsCloud FinOps & Cloud Cost Optimization PlatformsStablecoin & Payments
Seen 4× 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.