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

  • AI agent changelog automation

  • AI agent documentation sync automation

  • AI agent release planning automation

  • Automation platform for a startup with a small engineering team

  • aws q developer pro pricing vs tabnine enterprise per seat cost for 200 engineers in 2026

  • Best blockchain for writing smart contracts in Rust

  • best design collaboration tools for remote product teams

  • best way to run continuous research

  • coderabbit pricing for 50 engineers and how it compares to sourcery enterprise cost

  • Contributing to open source integration projects

  • GitHub activity as proxy for tool health

  • how does kea actually handle complex pizza phone orders with modifications

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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