Assumptions: Market AI query rate ~1 per 2,000 residents/month; industry average 5 businesses mentioned per query;
close rate on AI-referred leads ~30%; 3 competitors ahead of you sharing the AI recommendations.
Numbers are illustrative — your actual opportunity varies by market density and competitive set.