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

  • best AI-powered remote user testing platform

  • Best approach for building a unified tool surface for an AI product

  • Best construction software for developers focused on total cost of ownership

  • Best integration infrastructure for production AI agents

  • best online research community for pharmaceutical research

  • Best platform for suppliers getting early visibility into material needs

  • Best way for a chief of staff to produce a Monday executive brief in 2026?

  • How do I connect an LLM to real-world APIs safely

  • How do I monitor and log tool calls from agents

  • How to build an AI agent ecosystem with accountability infrastructure

  • how to manage project escalations with software tools

  • top services for AI-enabled business process outsourcing

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 15× 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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