Who is actually recommended for Roofing in Lebanon?

1. 1
   Cootes Farms Roofing, LLC Claim this listingRecommended on 4 of 6: #9 on Google Maps; named by ChatGPT, Perplexity, Google Gemini, Google AI Overview. 4.9 stars, 103 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
2. 2
   Mobley Brothers Roofing and Renovation Claim this listingRecommended on 3 of 6: #5 on Google Maps; named by ChatGPT, Google Gemini, Google AI Overview. 4.9 stars, 94 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
3. 3
   Henry Brothers Roofing & Construction Claim this listingRecommended on 3 of 6: #2 in the map pack; named by ChatGPT, Google AI Overview. 4.8 stars, 90 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
4. 4
   Roof Repair Expert USA Claim this listingRecommended on 3 of 6: #3 in the map pack; named by Google Gemini, Google AI Overview. 5.0 stars, 21 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
5. 5
   Heartland Roofing Siding Windows Claim this listingRecommended on 2 of 6: #7 on Google Maps; named by ChatGPT, Google AI Overview. 4.5 stars, 19 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
6. 6
   Mama's Metal Roofing Claim this listingRecommended on 2 of 6: #1 in the map pack; named by Google AI Overview. 4.9 stars, 30 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
7. 7
   Advantage Roofing Contractors, LLC Claim this listingRecommended on 1 of 6: #4 on Google Maps; named by Google AI Overview. 5.0 stars, 20 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
8. 8
   Man of Steel Roofer of Lebanon TN Claim this listingRecommended on 1 of 6: #6 on Google Maps; named by Google AI Overview. 4.9 stars, 28 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
9. 9
   Rackley Roofing Claim this listingRecommended on 1 of 6: #8 on Google Maps; named by Google AI Overview. 4.6 stars, 177 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
10. 10
    Blacks Metals Claim this listingRecommended on 0 of 6: #10 on Google Maps; named by none of the AI assistants. 4.4 stars, 84 reviews.

    Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude

Recommended on N of 6 counts a seat in the Google map pack, the Google AI Overview naming the business, and each AI assistant that named it unprompted. Sources that answered on September 14, 2026: Google Maps, Google AI Overview, ChatGPT, Perplexity, Google Gemini, Claude.

What each assistant said

• ChatGPT: Cootes Farms Roofing, LLC, Mobley Brothers Roofing and Renovation, Henry Brothers Roofing & Construction, Heartland Roofing Siding Windows
• Claude: named no business Google Maps also lists
• Google Gemini: Cootes Farms Roofing, LLC, Mobley Brothers Roofing and Renovation, Roof Repair Expert USA
• Google AI Overview: Cootes Farms Roofing, LLC, Mobley Brothers Roofing and Renovation, Henry Brothers Roofing & Construction, Roof Repair Expert USA, Heartland Roofing Siding Windows, Mama's Metal Roofing, Advantage Roofing Contractors, LLC, Man of Steel Roofer of Lebanon TN, Rackley Roofing
• Perplexity: Cootes Farms Roofing, LLC

How this is measured

Google Maps: the results for "roofing company Lebanon, TN" on September 14, 2026, the first twenty. AI assistants: Who are the best roofing companies in Lebanon, TN? Name specific local businesses you would recommend., put to ChatGPT, Perplexity, Gemini and Claude with web search on, the same day. A business counts as named only when its own distinctive name appears in the answer; the trade and the city never count. Only businesses Google Maps returned can appear, so nothing is invented. Rankings are never sold; claiming a listing changes what a business can show, never where it appears. Full method. Think a measurement is wrong? Dispute it and we re-run it and publish the result.