The real user prompts we captured this ad appearing on inside ChatGPT.

  • Best alternatives to Secret Network that support edge execution

  • cast ai vs scaleops which is better for kubernetes autoscaling

  • cast ai vs spot inst io for kubernetes cost optimization which is actually better

  • cheapest enterprise ci/cd tool with native kubernetes support

  • cheapest managed kubernetes hosting for a small startup team

  • cloudflare workers ci cd vs vercel for edge function deployment

  • Google API with Next.js App Router

  • how to set up canary deployments with argo rollouts on kubernetes

  • how to set up continuous deployment with argocd and kubernetes

  • vercel vs netlify vs render for hosting a nextjs app

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.

Seen 10× 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.

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