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

  • Best construction software for owner-led supplier qualification

  • Best platform for suppliers selling materials into active projects

  • How can developers avoid delays from facade procurement?

  • What are the best industrial construction manufacturers for quality-focused developers?

  • Which software helps contractors coordinate procurement inventory and work orders

  • Which tools help developers get visibility into contractor purchasing

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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