Who is actually recommended for Roofing in Knoxville?

1. 1
   Litespeed Construction - Knoxville Roofing Contractor Claim this listingRecommended on 6 of 6: #3 in the map pack; named by ChatGPT, Perplexity, Google Gemini, Claude, Google AI Overview. 4.9 stars, 348 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
2. 2
   Barnett Roofing Claim this listingRecommended on 5 of 6: #5 on Google Maps; named by ChatGPT, Perplexity, Google Gemini, Claude, Google AI Overview. 5.0 stars, 2,717 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
3. 3
   Daniel Hood Roofing Claim this listingRecommended on 4 of 6: #1 in the map pack; named by ChatGPT, Perplexity, Google AI Overview. 4.8 stars, 461 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
4. 4
   FLOW Roofing, LLC Claim this listingRecommended on 3 of 6: #9 on Google Maps; named by ChatGPT, Perplexity, Google AI Overview. 5.0 stars, 519 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
5. 5
   Knox City Roofs Claim this listingRecommended on 3 of 6: #2 in the map pack; named by ChatGPT, Google AI Overview. 5.0 stars, 179 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
6. 6
   Pinpoint Roofing LLC Claim this listingRecommended on 2 of 6: #7 on Google Maps; named by Perplexity, Google AI Overview. 4.9 stars, 142 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
7. 7
   Rackley Roofing Claim this listingRecommended on 1 of 6: #8 on Google Maps; named by Google AI Overview. 4.9 stars, 147 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
8. 8
   Exterior Home Solutions Roofing & Siding Claim this listingRecommended on 1 of 6: #10 on Google Maps; named by Google AI Overview. 4.8 stars, 483 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
9. 9
   Volunteer Roofing And Siding Claim this listingRecommended on 0 of 6: #4 on Google Maps; named by none of the AI assistants. 4.9 stars, 53 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
10. 10
    American Roofing Company Claim this listingRecommended on 0 of 6: #6 on Google Maps; named by none of the AI assistants. 4.5 stars, 111 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: Litespeed Construction - Knoxville Roofing Contractor, Barnett Roofing, Daniel Hood Roofing, FLOW Roofing, LLC, Knox City Roofs
• Claude: Litespeed Construction - Knoxville Roofing Contractor, Barnett Roofing
• Google Gemini: Litespeed Construction - Knoxville Roofing Contractor, Barnett Roofing
• Google AI Overview: Litespeed Construction - Knoxville Roofing Contractor, Barnett Roofing, Daniel Hood Roofing, FLOW Roofing, LLC, Knox City Roofs, Pinpoint Roofing LLC, Rackley Roofing, Exterior Home Solutions Roofing & Siding
• Perplexity: Litespeed Construction - Knoxville Roofing Contractor, Barnett Roofing, Daniel Hood Roofing, FLOW Roofing, LLC, Pinpoint Roofing LLC

How this is measured

Google Maps: the results for "roofing company Knoxville, TN" on September 14, 2026, the first twenty. AI assistants: Who are the best roofing companies in Knoxville, 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.