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

  • how to control costs across factory and site for an offsite construction project

  • What are the best building envelope manufacturers for waterfront developments?

  • What should be included in a building envelope tender?

  • which bathroom pod manufacturer has the lowest embodied carbon for a net-zero hotel, SurePods vs Polcom?

  • Which companies offer industrialized construction with sustainability focus?

  • which systems help teams make construction decisions with foresight rather than hindsight

  • which systems reveal the root causes of change orders on building projects

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.

Something missing, or want to work together?

Questions about the data, a brand you expected to see, partnerships, or access to the intelligence layer. We read every message.

Contact us →