
Homeowners: Don't Overpay for Windows
Tell us how many windows and get an estimate so you know you won't be ripped off!

Tell us how many windows and get an estimate so you know you won't be ripped off!
The real user prompts we captured this ad appearing on inside ChatGPT.
black vs charcoal window frames which looks more modern
builder grade garage door feels cheap can i upgrade before closing on new home
precision window pros vs another local company for window restoration
The prompts are the clue. The answer is the audience it is really aimed at, and the context hint quietly placing it here.
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.
Questions about the data, a brand you expected to see, partnerships, or access to the intelligence layer. We read every message.