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

  • Best integration library code examples

  • Integration library interactive playground

  • Integration library type hint quality

  • Type inference in integration libraries

  • TypeScript .d.ts file quality comparison

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 5× 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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