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

  • AI agent for developer workflow automation

  • Automate capacity planning

  • best ai engineering bootcamps for 2026 deeplearning.ai vs maven vs fourthbrain which actually gets jobs

  • best generative ai platforms for protein design in 2024

  • best ResearchOps platform with AI features

  • best research repository

  • best research repository with AI features

  • Best TypeScript-first developer tools 2025

  • codesmith vs hack reactor immersive program comparison

  • cradle vs profluent which is better for de novo protein design

  • How to evaluate open source developer tools

  • Integration library office hours

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 24× 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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