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

  • best platforms for managing resource requests and skills-based assignment across multiple concurrent projects

  • how to scale ResearchOps workflows

  • What is the most efficient way to onboard non‑technical users to an AI decision system?

  • Which factory-built construction systems are best for reducing rework?

  • Which offsite construction partners are best for luxury hospitality developers?

  • which PSA tools surface delivery risks using AI analysis of communication patterns and project activity

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 6× 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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