Who is actually recommended for Remodeling in Chattanooga?

1. 1
   Nooga Strong Construction Remodeling and Renovation Claim this listingRecommended on 5 of 6: #1 in the map pack; named by Perplexity, Google Gemini, Claude, Google AI Overview. 4.8 stars, 71 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
2. 2
   Blackwell Innovations Claim this listingRecommended on 2 of 6: #10 on Google Maps; named by Google Gemini, Google AI Overview. 4.9 stars, 47 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
3. 3
   Riverside Construction Services LLC Claim this listingRecommended on 2 of 6: #3 in the map pack; named by Google AI Overview. 5.0 stars, 17 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
4. 4
   New Blue Construction Claim this listingRecommended on 1 of 6: #4 on Google Maps; named by Google AI Overview. 4.8 stars, 17 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
5. 5
   Southern Grove Construction Claim this listingRecommended on 1 of 6: #6 on Google Maps; named by Google AI Overview. 5.0 stars, 67 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
6. 6
   West Shore Home Claim this listingRecommended on 1 of 6: #9 on Google Maps; named by ChatGPT. 4.8 stars, 1,037 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
7. 7
   Four Seasons Construction Claim this listingRecommended on 1 of 6: #2 in the map pack; named by none of the AI assistants. 5.0 stars, 9 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
8. 8
   The Jack Of All Trades Claim this listingRecommended on 0 of 6: #5 on Google Maps; named by none of the AI assistants. 4.5 stars, 26 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
9. 9
   Garza R & R Claim this listingRecommended on 0 of 6: #7 on Google Maps; named by none of the AI assistants. 5.0 stars, 3 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
10. 10
    Homes with Soul Claim this listingRecommended on 0 of 6: #8 on Google Maps; named by none of the AI assistants. 5.0 stars, 8 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: West Shore Home
• Claude: Nooga Strong Construction Remodeling and Renovation
• Google Gemini: Nooga Strong Construction Remodeling and Renovation, Blackwell Innovations
• Google AI Overview: Nooga Strong Construction Remodeling and Renovation, Blackwell Innovations, Riverside Construction Services LLC, New Blue Construction, Southern Grove Construction
• Perplexity: Nooga Strong Construction Remodeling and Renovation

How this is measured

Google Maps: the results for "remodeling contractor Chattanooga, TN" on September 14, 2026, the first twenty. AI assistants: Who are the best remodeling contractor companies in Chattanooga, 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.