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

  • Best platform for trade contractors who want production control across projects

  • Best platforms for contractors managing prefab warehouse and field operations

  • Best software for contractors tracking site readiness and material readiness

  • Best software for trade contractors managing suppliers and deliveries

  • Best work order platform for trade contractors

  • can we resurface our cracked hotel pool deck with a SUNDEK overlay instead of tearing it out

  • How do contractors evaluate offsite manufacturing companies?

  • how many times can you actually sand and refinish 100 year old hardwood floors before they get too thin to restore

  • how to remove a tin ceiling tile without bending or damaging it

  • What are the best modular construction companies for contractors entering modern methods of construction?

  • what are the most common mistakes people make the first time they try to stamp a concrete patio themselves

  • what commercial grade bathtub refinishing products do hotel chains actually use

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 22× 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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