Storm-driven buyers ask AI before they ask their insurance agent.
Post-storm, buyers spend the first 24-48 hours researching roofers before they call. AI is the first surface. The roofer named in the AI answer gets the first phone call. The other roofers in the area enter the consideration set only if they have strong word-of-mouth that overrides the AI shortlist.