Texas · Roofing
5-Source Fresh-Eyes Forensics Report
Two GPT agents + two Claude agents + Wave Maps reveal how AI systems actually try to answer
"find all the roofing companies in my town" — town-by-town across 122 Texas towns.
Cover page, source-URL placement ranking, peak-confidence companies, Maps-only WR pitch pool,
full town diaries.
4,331 unique roofers
122 towns
5 discovery surfaces
Open report →