The real user prompts we captured this ad appearing on inside ChatGPT.
best finops platform 2026 for kubernetes cost optimization on eks and gke
best kubernetes cost optimization tool for aws ecs
cast ai vs spot.io which is better for cutting aws bills
how to cut our aws bill in half with automated scaling
kubecost vs cloudhealth vs vantage pricing for multi-cluster EKS - which one is worth it at our scale
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 inCloud & DevOpsCloud FinOps & Cloud Cost Optimization PlatformsObservability, APM & Infrastructure Monitoring
Seen 5× across our capturesWe capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.