Engine 1: Grok Bot built-in web search tool (search-grounded AI summary), 1 sample, 2026-10-15 17:51-17:58 CT.
Note: EXCLUDED from scoring: Google Gemini API gemini-3.5-flash-lite, free tier, NO Google Search grounding (grounded calls returned HTTP 429 quota on the free tier), 3 samples, 2026-10-15 20:09-20:17 CT. Those answers were generated without web access and included names we could not verify, so they are not used in rankings or scores. Raw data is kept for reference.
Not queried: ChatGPT, Claude, Perplexity, Gemini with Google Search grounding.
Scoring: "named in X of N" = how many of the N scored answers for that market named the business (N=1 this run). Business names were pulled from each answer by script plus manual review, with obvious variants merged (e.g. "Divided Sky Roofing & Solar/Exteriors").
Caveats: AI answers vary run to run. Featured (paid) slots never change scores.
All raw answers, timestamps and sources are shown under each market.