

The real user prompts we captured this ad appearing on inside ChatGPT.
monthly operating cost heat pump vs natural gas furnace in a cold climate 2026
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.
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More HVAC & Heating System Services ads in ChatGPT
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.

