Who is actually recommended for HVAC in Chattanooga?

1. 1
   Malone Heat & Air Claim this listingRecommended on 5 of 6: #1 in the map pack; named by ChatGPT, Perplexity, Google Gemini, Claude. 4.8 stars, 1,330 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
2. 2
   Reliable Heating & Air Conditioning Co., Inc. Claim this listingRecommended on 5 of 6: #2 in the map pack; named by ChatGPT, Perplexity, Google Gemini, Claude. 4.9 stars, 1,060 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
3. 3
   Eldridge Service Company Claim this listingRecommended on 3 of 6: #4 on Google Maps; named by ChatGPT, Perplexity, Google Gemini. 4.9 stars, 1,028 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
4. 4
   North Georgia Heating & Air of Chattanooga Claim this listingRecommended on 3 of 6: #8 on Google Maps; named by ChatGPT, Perplexity, Google Gemini. 4.8 stars, 738 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
5. 5
   Rivertech Heating & Air Conditioning Claim this listingRecommended on 3 of 6: #9 on Google Maps; named by ChatGPT, Perplexity, Google Gemini. 4.8 stars, 479 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
6. 6
   One Hour Heating & Air Conditioning® of Chattanooga Claim this listingRecommended on 1 of 6: #5 on Google Maps; named by Google Gemini. 4.6 stars, 204 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
7. 7
   Ryan Heating and Air Claim this listingRecommended on 1 of 6: #6 on Google Maps; named by Google Gemini. 4.9 stars, 197 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
8. 8
   HVAC Rescue Claim this listingRecommended on 1 of 6: #7 on Google Maps; named by Google Gemini. 4.8 stars, 22 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
9. 9
   Air Solutions HVAC Claim this listingRecommended on 1 of 6: #3 in the map pack; named by none of the AI assistants. 5.0 stars, 269 reviews.

   Google MapsGoogle AI OverviewChatGPTPerplexityGoogle GeminiClaude
10. 10
    HEP Plumbing Claim this listingRecommended on 0 of 6: #10 on Google Maps; named by none of the AI assistants. 4.9 stars, 591 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: Malone Heat & Air, Reliable Heating & Air Conditioning Co., Inc., Eldridge Service Company, North Georgia Heating & Air of Chattanooga, Rivertech Heating & Air Conditioning
• Claude: Malone Heat & Air, Reliable Heating & Air Conditioning Co., Inc.
• Google Gemini: Malone Heat & Air, Reliable Heating & Air Conditioning Co., Inc., Eldridge Service Company, North Georgia Heating & Air of Chattanooga, Rivertech Heating & Air Conditioning, One Hour Heating & Air Conditioning® of Chattanooga, Ryan Heating and Air, HVAC Rescue
• Google AI Overview: named no business Google Maps also lists
• Perplexity: Malone Heat & Air, Reliable Heating & Air Conditioning Co., Inc., Eldridge Service Company, North Georgia Heating & Air of Chattanooga, Rivertech Heating & Air Conditioning

How this is measured

Google Maps: the results for "hvac Chattanooga, TN" on September 14, 2026, the first twenty. AI assistants: Who are the best HVAC 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.