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

  • best platforms for LLM deployment with full data control

  • best platforms for private multi-modal AI model deployment

  • Open source tool commercial offering comparison

  • What do people use to run data analysis and return a structured notebook?

  • which platforms support AI development with open-source models

  • which tools help companies train custom LLMs securely

  • which tools help track NFT royalty distributions

  • which tools help with secure AI model serving and inference

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 8× 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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