Who Does AI Name for Water Damage in DFW? We Counted 2,719 Citations.
Vimina's DFW study measured which restoration companies ChatGPT and Google AI Mode actually name across eight cities. ServPro dominates, the field is fragmented, and the openings are specific.
Short answer: ServPro, then daylight. Across 2,719 cited sources for restoration searches in eight DFW cities, servpro.com was the most-cited business on both ChatGPT and Google AI Mode, with 142 mentions. Behind it: Dalworth Restoration, Mr. Restore, ServiceMaster, and PuroClean. If you run a restoration company in DFW and you are not on that list, AI is currently recommending your competitors by name.
What we measured
This comes from our DFW study: automated collection of real ChatGPT and Google AI Mode answers to restoration prompts, water, fire, and mold, across Dallas, Fort Worth, Arlington, Plano, Frisco, McKinney, Garland, and Irving. Restoration alone produced 316 test cells and 2,719 cited sources.
The two doors into the answer
The engines do not agree on what to cite, and that disagreement is the playbook. On Google AI Mode, the top claimable citations for restoration were Google Business Profile and Maps with 73 mentions, Yelp with 62, Facebook with 16, Angi with 15, and Thumbtack with 10. Those are profiles. You can claim every one of them this week. On ChatGPT, the entire top eight for restoration was businesses' own websites. No directories. The only door into ChatGPT is a site that reads as the best-structured answer for water damage in your city.
Why the field is beatable
Restoration's answer set is fragmented. Our consistency score for the sector is 0.147, which means citations spread across a long tail instead of locking onto a few winners. One incumbent dominates, but the rest of the list churns. Fragmented fields are exactly where a focused entrant can break into the named set, and restoration also carries the highest job value of the four sectors we measured. It scored first on our opportunity scale at 0.718.
What we would do first
- Claim and fully complete the Google Business Profile: categories, service area covering the cities you actually serve, hours, photos. It is the single most-cited claimable source.
- Drive Google and Yelp review velocity. Yelp is the second most-cited claimable source in this sector.
- Claim Facebook, Angi, and Thumbtack profiles, in that order of observed citation weight.
- Build a real page per city for water, fire, and mold intent. ChatGPT cites own sites only, and one generic page does not read as the answer for eight different cities.