AI Visibility Market Study/HVAC and plumbing companies/Atlanta/09 Oct
Who AI recommends for HVAC and plumbing companies in Atlanta
We asked four AI assistants the 50 questions a buyer in Atlanta asks before choosing, none of which names a seller, and read 402 answers. Estes Services was named in 157 of them, 39%.Then Coolray (127), Moncrief Heating & Air Conditioning (109), Reliable Heating & Air (108). 41 of 402 answers named no local seller at all.
The leaderboard
80 sellers were named more than once. These are the ones buyers hear about.
Share is the fraction of all 402 answers that named the seller. Cited counts answers that linked to the seller's own site. Average position is where the seller first appeared in the answer, 0 being the first word. Runs is how many of the 2 runs named it.
| # | Seller | Named | Share | Cited | Avg position | Runs | |
|---|---|---|---|---|---|---|---|
| 1 | Estes Servicesdealer groupas Estes | 157 / 402 | 39% | 0 | 0.26 | 2 | |
| 2 | Coolraydealer groupas Coolray Heating & Air Conditioning, Coolray Plumbing, Coolray Heating, Cooling, Plumbing & Electrical | 127 / 402 | 32% | 5 | 0.30 | 2 | |
| 3 | Moncrief Heating & Air Conditioning | 109 / 402 | 27% | 0 | 0.30 | 2 | |
| 4 | Reliable Heating & Airdealer groupas Reliable Heating & Air, Plumbing and Electrical - Kennesaw, Reliable Heating & Air, Plumbing and Electrical, Reliable Heating & Air / Plumbing | 108 / 402 | 27% | 0 | 0.38 | 2 | |
| 5 | HomeAdvisordealer groupas HomeGuide, HomeAdvisor Go-Rooter, LLC | 81 / 402 | 20% | 67 | 0.40 | 2 | |
| 6 | PV Heating, Cooling & Plumbing | 54 / 402 | 13% | 0 | 0.30 | 2 | |
| 7 | Precision Heating & Air | 52 / 402 | 13% | 0 | 0.39 | 2 | |
| 8 | Peach Plumbing & Drain | 51 / 402 | 13% | 0 | 0.42 | 2 | |
| 9 | Morningside Plumbing | 50 / 402 | 12% | 30 | 0.35 | 2 | |
| 10 | Atlantis Plumbing | 49 / 402 | 12% | 23 | 0.29 | 2 | |
| 11 | R.S. Andrewsdealer groupas RS Andrews, R.S. Andrews Services, R.S. Andrews Services, Inc. | 47 / 402 | 12% | 6 | 0.46 | 2 | |
| 12 | Roto-Rooterdealer groupas Roto-Rooter Plumbing & Water Cleanup, Roto-Rooter Atlanta, Roto-Rooter Plumbing & Water Cleanup (Atlanta) | 41 / 402 | 10% | 0 | 0.32 | 2 | |
| 13 | TE Certifieddealer groupas TE Certified Electrical, Plumbing, Heating & Cooling, TE Certified, Electrical, Plumbing, Heating & Cooling, TE Certified Electric, Plumbing, Heating & Cooling | 38 / 402 | 9% | 2 | 0.45 | 2 | |
| 14 | Ragsdaledealer groupas Ragsdale Plumbing, Ragsdale Heating, Air, Plumbing & Electrical, Ragsdale Heating, Air & Plumbing | 37 / 402 | 9% | 4 | 0.47 | 2 | |
| 15 | One Hour Heating & Air Conditioningdealer groupas One Hour Heating & Air Conditioning of Atlanta | 37 / 402 | 9% | 0 | 0.45 | 2 | |
| 16 | Atlanta Plumbing & Draindealer groupas Atlanta Plumbing & Drain Company, Atlanta Plumbing & Drain Atlanta | 35 / 402 | 9% | 0 | 0.27 | 2 | |
| 17 | Plumbing Expressdealer groupas Plumbing Express - Atlanta Repipe Specialists, Plumbing Express, Atlanta Repipe Specialists, Plumbing Express (Atlanta Repipe Specialists) | 34 / 402 | 8% | 11 | 0.35 | 2 | |
| 18 | Plumb Worksdealer group | 32 / 402 | 8% | 15 | 0.28 | 2 | |
| 19 | Fix & Flow Plumbingdealer groupas Fix & Flow Plumbing Co., Fix & Flow Plumbing Co. Atlanta | 32 / 402 | 8% | 0 | 0.22 | 2 | |
| 20 | Dupree Plumbing | 31 / 402 | 8% | 27 | 0.28 | 2 | |
| 21 | Comfort Zone Heating & Cooling | 30 / 402 | 7% | 0 | 0.43 | 2 | |
| 22 | Energy Stardealer groupas Energy Star (EPA), ENERGY STAR Partner Locator, Energy Star Partner Locator | 28 / 402 | 7% | 18 | 0.63 | 2 | |
| 23 | Comfort Atlanta Heating & Air | 28 / 402 | 7% | 0 | 0.34 | 2 | |
| 24 | Air Conditioning Contractors of Americadealer groupas Air Conditioning Contractors of America (ACCA), ACCA (Air Conditioning Contractors of America), Air Control Heating and Air | 26 / 402 | 6% | 2 | 0.53 | 2 | |
| 25 | Good Guys Plumbingdealer groupas Goodman | 24 / 402 | 6% | 11 | 0.33 | 2 |
What stands out
Four things to take from this
- Estes Services is the default answer, named in 157 of 402 answers (39%). Coolray follows at 127.
- Coolray is a memory answer. Claude named it in 85 of 100 answers, the three web assistants in 42 of 302. The model knows the name; the live web sends buyers elsewhere.
- Estes Services leads 6 of 8 topics. HomeAdvisor leads Cost Insights; Atlantis Plumbing leads Trust Factors.
- Thumbtack, a marketplace, was named in 56 answers. Ranked against the sellers it would sit sixth. Every one of those answers is a shortlist a local seller could have been on.
By assistant
Four assistants, four different shortlists
Each cell is answers naming the seller out of answers given by that assistant.
| Seller | Claude | ChatGPT | Gemini | Google AI Overviews | All |
|---|---|---|---|---|---|
| Estes Services | 90/100 | 13/100 | 35/101 | 19/101 | 39% |
| Coolray | 85/100 | 11/100 | 18/101 | 13/101 | 32% |
| Moncrief Heating & Air Conditioning | 62/100 | 13/100 | 9/101 | 25/101 | 27% |
| Reliable Heating & Air | 66/100 | 4/100 | 20/101 | 18/101 | 27% |
| HomeAdvisor | 65/100 | 3/100 | 10/101 | 3/101 | 20% |
| PV Heating, Cooling & Plumbing | 0/100 | 27/100 | 9/101 | 18/101 | 13% |
| Precision Heating & Air | 50/100 | 1/100 | 0/101 | 1/101 | 13% |
| Peach Plumbing & Drain | 41/100 | 3/100 | 1/101 | 6/101 | 13% |
| Morningside Plumbing | 32/100 | 10/100 | 1/101 | 7/101 | 12% |
| Atlantis Plumbing | 20/100 | 10/100 | 13/101 | 6/101 | 12% |
| R.S. Andrews | 9/100 | 3/100 | 22/101 | 13/101 | 12% |
| Roto-Rooter | 13/100 | 4/100 | 9/101 | 15/101 | 10% |
By topic
Where each seller owns the answer
| Seller | Service Selection | Cost Insights | Warranty Evaluation | Trust Factors | Review Analysis | Energy Choices | Aftercare Services | Maintenance Advice |
|---|---|---|---|---|---|---|---|---|
| Estes Services | 26/56 | 10/56 | 20/49 | 12/49 | 32/48 | 14/48 | 28/48 | 15/48 |
| Coolray | 23/56 | 7/56 | 19/49 | 12/49 | 24/48 | 12/48 | 16/48 | 14/48 |
| Moncrief Heating & Air Conditioning | 25/56 | 0/56 | 16/49 | 1/49 | 29/48 | 9/48 | 18/48 | 11/48 |
| Reliable Heating & Air | 16/56 | 8/56 | 14/49 | 6/49 | 19/48 | 13/48 | 19/48 | 13/48 |
| HomeAdvisor | 19/56 | 17/56 | 3/49 | 9/49 | 13/48 | 3/48 | 11/48 | 6/48 |
| PV Heating, Cooling & Plumbing | 8/56 | 2/56 | 5/49 | 0/49 | 13/48 | 7/48 | 12/48 | 7/48 |
| Precision Heating & Air | 12/56 | 0/56 | 6/49 | 0/49 | 13/48 | 4/48 | 8/48 | 9/48 |
| Peach Plumbing & Drain | 7/56 | 6/56 | 1/49 | 14/49 | 6/48 | 6/48 | 7/48 | 4/48 |
| Morningside Plumbing | 1/56 | 14/56 | 0/49 | 23/49 | 0/48 | 7/48 | 3/48 | 2/48 |
| Atlantis Plumbing | 0/56 | 16/56 | 0/49 | 28/49 | 0/48 | 3/48 | 2/48 | 0/48 |
| R.S. Andrews | 7/56 | 2/56 | 4/49 | 4/49 | 19/48 | 1/48 | 9/48 | 1/48 |
| Roto-Rooter | 0/56 | 16/56 | 0/49 | 21/49 | 0/48 | 3/48 | 1/48 | 0/48 |
Topic authority
The leaderboard for every authority topic
Each table ranks sellers on one topic by answers naming them. Cited counts answers on that topic that linked to the seller's site.
Choosing an HVAC service in Atlanta
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Estes Services | 26 / 56 | 0 | Leads | |
| 2 | Moncrief Heating & Air Conditioning | 25 / 56 | 0 | Lags by 1 pts | |
| 3 | Coolray | 23 / 56 | 1 | Lags by 3 pts | |
| 4 | HomeAdvisor | 19 / 56 | 15 | Lags by 7 pts | |
| 5 | Reliable Heating & Air | 16 / 56 | 0 | Lags by 10 pts | |
| 6 | Precision Heating & Air | 12 / 56 | 0 | Lags by 14 pts | |
| 7 | TE Certified | 10 / 56 | 0 | Lags by 16 pts | |
| 8 | One Hour Heating & Air Conditioning | 10 / 56 | 0 | Lags by 16 pts |
Understanding plumbing costs in Atlanta
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | HomeAdvisor | 17 / 56 | 15 | Leads | |
| 2 | Atlantis Plumbing | 16 / 56 | 10 | Lags by 1 pts | |
| 3 | Roto-Rooter | 16 / 56 | 0 | Lags by 1 pts | |
| 4 | Atlanta Plumbing & Drain | 15 / 56 | 0 | Lags by 2 pts | |
| 5 | Morningside Plumbing | 14 / 56 | 10 | Lags by 3 pts | |
| 6 | Plumbing Express | 12 / 56 | 5 | Lags by 5 pts | |
| 7 | Dupree Plumbing | 11 / 56 | 10 | Lags by 6 pts | |
| 8 | Estes Services | 10 / 56 | 0 | Lags by 7 pts |
Evaluating HVAC warranties in Atlanta
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Estes Services | 20 / 49 | 0 | Leads | |
| 2 | Coolray | 19 / 49 | 1 | Lags by 1 pts | |
| 3 | Moncrief Heating & Air Conditioning | 16 / 49 | 0 | Lags by 4 pts | |
| 4 | Good Guys Plumbing | 14 / 49 | 8 | Lags by 6 pts | |
| 5 | Reliable Heating & Air | 14 / 49 | 0 | Lags by 6 pts | |
| 6 | Atlanta Air Authority | 6 / 49 | 3 | Lags by 14 pts | |
| 7 | Precision Heating & Air | 6 / 49 | 0 | Lags by 14 pts | |
| 8 | Air Conditioning Contractors of America | 6 / 49 | 0 | Lags by 14 pts |
Finding trusted plumbers in Atlanta
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Atlantis Plumbing | 28 / 49 | 10 | Leads | |
| 2 | Morningside Plumbing | 23 / 49 | 10 | Lags by 5 pts | |
| 3 | Fix & Flow Plumbing | 22 / 49 | 0 | Lags by 6 pts | |
| 4 | Roto-Rooter | 21 / 49 | 0 | Lags by 7 pts | |
| 5 | Plumb Works | 16 / 49 | 6 | Lags by 12 pts | |
| 6 | Plumbing Express | 15 / 49 | 3 | Lags by 13 pts | |
| 7 | Atlanta Plumbing & Drain | 15 / 49 | 0 | Lags by 13 pts | |
| 8 | Peach Plumbing & Drain | 14 / 49 | 0 | Lags by 14 pts |
Reading HVAC reviews in Atlanta
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Estes Services | 32 / 48 | 0 | Leads | |
| 2 | Moncrief Heating & Air Conditioning | 29 / 48 | 0 | Lags by 3 pts | |
| 3 | Coolray | 24 / 48 | 1 | Lags by 8 pts | |
| 4 | R.S. Andrews | 19 / 48 | 2 | Lags by 13 pts | |
| 5 | Reliable Heating & Air | 19 / 48 | 0 | Lags by 13 pts | |
| 6 | HomeAdvisor | 13 / 48 | 11 | Lags by 19 pts | |
| 7 | PV Heating, Cooling & Plumbing | 13 / 48 | 0 | Lags by 19 pts | |
| 8 | Precision Heating & Air | 13 / 48 | 0 | Lags by 19 pts |
Energy efficiency options in Atlanta
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Estes Services | 14 / 48 | 0 | Leads | |
| 2 | Reliable Heating & Air | 13 / 48 | 0 | Lags by 1 pts | |
| 3 | Coolray | 12 / 48 | 0 | Lags by 2 pts | |
| 4 | Energy Star | 11 / 48 | 5 | Lags by 3 pts | |
| 5 | Moncrief Heating & Air Conditioning | 9 / 48 | 0 | Lags by 5 pts | |
| 6 | Morningside Plumbing | 7 / 48 | 5 | Lags by 7 pts | |
| 7 | PV Heating, Cooling & Plumbing | 7 / 48 | 0 | Lags by 7 pts | |
| 8 | Plumb Works | 6 / 48 | 4 | Lags by 8 pts |
Post-installation support in Atlanta
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Estes Services | 28 / 48 | 0 | Leads | |
| 2 | Reliable Heating & Air | 19 / 48 | 0 | Lags by 9 pts | |
| 3 | Moncrief Heating & Air Conditioning | 18 / 48 | 0 | Lags by 10 pts | |
| 4 | Coolray | 16 / 48 | 0 | Lags by 12 pts | |
| 5 | PV Heating, Cooling & Plumbing | 12 / 48 | 0 | Lags by 16 pts | |
| 6 | HomeAdvisor | 11 / 48 | 6 | Lags by 17 pts | |
| 7 | R.S. Andrews | 9 / 48 | 1 | Lags by 19 pts | |
| 8 | Ragsdale | 9 / 48 | 1 | Lags by 19 pts |
Seasonal maintenance tips in Atlanta
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Estes Services | 15 / 48 | 0 | Leads | |
| 2 | Coolray | 14 / 48 | 2 | Lags by 1 pts | |
| 3 | Reliable Heating & Air | 13 / 48 | 0 | Lags by 2 pts | |
| 4 | Moncrief Heating & Air Conditioning | 11 / 48 | 0 | Lags by 4 pts | |
| 5 | Precision Heating & Air | 9 / 48 | 0 | Lags by 6 pts | |
| 6 | PV Heating, Cooling & Plumbing | 7 / 48 | 0 | Lags by 8 pts | |
| 7 | One Hour Heating & Air Conditioning | 7 / 48 | 0 | Lags by 8 pts | |
| 8 | HomeAdvisor | 6 / 48 | 6 | Lags by 9 pts |
Who takes the answer instead
Thumbtack was named in 56 answers
Marketplaces and makes are the other names in these answers. The most named were Carrier (79), Trane (72), Lennox (58), Thumbtack (56). 41 of 402 answers named no local seller at all. Every marketplace mention is a shortlist a local seller could have been on.
Sources
0 websites were cited most
| # | Site | Answers citing | Share |
|---|
Every question
What each question produced
The score is assistants that named at least one seller out of assistants asked. Below each question, the sellers named most, with the number of assistants naming them. Open a question to read every answer as the assistants gave it.
Choosing an HVAC service in Atlanta
What are the top rated HVAC companies in Atlanta
Coolray (4), Estes Services (4), Moncrief Heating & Air Conditioning (4), Triad Mechanical (3), Reliable Heating & Air (2)
Where can I find affordable HVAC services in Atlanta
Moncrief Heating & Air Conditioning (2), Reliable Heating & Air (2), Hope Heating & AC Repair (2), Affordable Air Repair inc. (2), Estes Services (1)
Which HVAC services in Atlanta have the best customer reviews
Estes Services (4), Moncrief Heating & Air Conditioning (3), TE Certified (3), Coolray (2), Reliable Heating & Air (2)
How to choose an HVAC contractor near me in Atlanta
Coolray (2), Estes Services (2), Moncrief Heating & Air Conditioning (2), Air Conditioning Contractors of America (2), Reliable Heating & Air (1)
Who offers emergency HVAC repairs in Atlanta
Moncrief Heating & Air Conditioning (3), Reliable Heating & Air (3), Shumate Heating & Air (3), Coolray (2), Estes Services (2)
What is the average cost of HVAC installation in Atlanta
Reliable Heating & Air (2), HomeAdvisor (1), Good Guys Plumbing (1), Coolray (1), Estes Services (1)
Where to compare HVAC service quotes in Atlanta
HomeAdvisor (4), Coolray (2), Estes Services (2), Moncrief Heating & Air Conditioning (2), Atlanta Air Authority (2)
Understanding plumbing costs in Atlanta
What are the most common plumbing service costs in Atlanta
Roto-Rooter (2), Atlantis Plumbing (2), Precision Plumbing Pros (2), HomeAdvisor (1), Mr. Rooter Plumbing (1)
Who provides the best plumbing estimates in Atlanta
Roto-Rooter (3), Plumb Works (2), Peach Plumbing & Drain (2), Atlantis Plumbing (2), HomeAdvisor (2)
Where to find plumbers with the lowest rates in Atlanta
Atlantis Plumbing (3), HomeAdvisor (2), AP Affordable Plumbing (2), Morningside Plumbing (1), Dupree Plumbing (1)
How to evaluate plumbing service quality in Atlanta
HomeAdvisor (2), Morningside Plumbing (2), Atlanta Plumbing & Drain (2), Fix & Flow Plumbing (2), Estes Services (1)
Which plumbing companies in Atlanta offer free consultations
Atlantis Plumbing (3), Roto-Rooter (3), Reliable Heating & Air (2), Atlanta Plumbing & Drain (2), Plumbing Express (2)
What are the typical fees for plumbing repairs in Atlanta
Roto-Rooter (2), Mr. Rooter Plumbing (1), Benjamin Franklin Plumbing (1), Estes Services (1), Morningside Plumbing (1)
Where can I get recommendations for reliable plumbers in Atlanta
Benjamin Franklin Plumbing (3), Fix & Flow Plumbing (3), HomeAdvisor (2), Roto-Rooter (2), Atlanta Plumbing & Drain (2)
Evaluating HVAC warranties in Atlanta
What are the best HVAC warranty options available in Atlanta
Estes Services (3), Liberty Home Guard (3), Ragsdale (3), Coolray (2), Reliable Heating & Air (2)
How to compare HVAC warranty coverage in Atlanta
Good Guys Plumbing (2), Coolray (2), Atlanta Air Authority (2), Energy Star (1), Air Conditioning Contractors of America (1)
Which HVAC companies in Atlanta have the longest warranty periods
Estes Services (3), Coolray (3), Moncrief Heating & Air Conditioning (3), Reliable Heating & Air (2), TE Certified (2)
Who can help me understand HVAC warranty terms in Atlanta
Moncrief Heating & Air Conditioning (3), Good Guys Plumbing (3), Atlanta Air Authority (3), Estes Services (2), Reliable Heating & Air (2)
What should I look for in an HVAC warranty when hiring in Atlanta
Good Guys Plumbing (2), PV Heating, Cooling & Plumbing (2), Energy Star (1), HomeAdvisor (1), Coolray (1)
Where to find reviews on HVAC warranties in Atlanta
Coolray (4), Estes Services (3), R.S. Andrews (2), Moncrief Heating & Air Conditioning (1), HomeAdvisor (1)
Finding trusted plumbers in Atlanta
What are the most trusted plumbing companies in Atlanta
Plumb Works (3), Atlantis Plumbing (3), Fix & Flow Plumbing (3), R.S. Andrews (3), Morningside Plumbing (2)
Who are the licensed plumbers near me in Atlanta
Atlantis Plumbing (4), Morningside Plumbing (3), Fix & Flow Plumbing (3), Atlanta Plumbing & Drain (3), Plumb Works (2)
Where to find top rated emergency plumbing services in Atlanta
Roto-Rooter (4), Atlantis Plumbing (3), Morningside Plumbing (2), Plumb Works (2), Reliable Heating & Air (2)
How to identify reliable plumbing contractors in Atlanta
Morningside Plumbing (3), Atlantis Plumbing (2), Estes Services (1), Dupree Plumbing (1), Plumb Works (1)
Which plumbing services in Atlanta offer same day appointments
Roto-Rooter (4), Atlantis Plumbing (3), Mr. Rooter Plumbing (2), Morningside Plumbing (2), Ridgeway Mechanical (2)
What are the best plumbing repair services available in Atlanta
Atlantis Plumbing (3), Peach Plumbing & Drain (3), Fix & Flow Plumbing (3), Plumbing Express (3), Morningside Plumbing (2)
Reading HVAC reviews in Atlanta
What are the most recommended HVAC companies in Atlanta for residential needs
Estes Services (4), Coolray (3), Moncrief Heating & Air Conditioning (3), Reliable Heating & Air (2), R.S. Andrews (2)
How to find HVAC specialists with excellent reviews in Atlanta
Coolray (3), Estes Services (3), TE Certified (3), HomeAdvisor (2), Moncrief Heating & Air Conditioning (2)
Which local HVAC businesses in Atlanta are known for quick service
Coolray (4), Estes Services (3), Moncrief Heating & Air Conditioning (3), Reliable Heating & Air (3), Anytime Heating, Cooling and Plumbing (3)
Who has the highest rated HVAC maintenance plans in Atlanta
Estes Services (3), Moncrief Heating & Air Conditioning (3), TE Certified (3), Coolray (2), Reliable Heating & Air (2)
Where can I read customer testimonials for HVAC services in Atlanta
HomeAdvisor (3), Coolray (2), Estes Services (2), Moncrief Heating & Air Conditioning (2), Reliable Heating & Air (2)
What are some trustworthy HVAC providers in Atlanta for first-time buyers
Estes Services (4), Moncrief Heating & Air Conditioning (3), R.S. Andrews (3), Empire Heating & Air Conditioning (2), PV Heating, Cooling & Plumbing (2)
Energy efficiency options in Atlanta
What HVAC companies in Atlanta specialize in energy efficiency upgrades
Estes Services (3), Energy Star (3), PV Heating, Cooling & Plumbing (3), Reliable Heating & Air (2), Maxair Mechanical (2)
Where can I learn about energy-efficient HVAC systems in Atlanta
Energy Star (2), Coolray (1), Estes Services (1), Moncrief Heating & Air Conditioning (1), Reliable Heating & Air (1)
How to find plumbing services focused on energy-saving solutions in Atlanta
Morningside Plumbing (3), Plumb Works (3), Atlantis Plumbing (2), Energy Star (2), Delta Plumbing (2)
Which HVAC contractors in Atlanta provide energy audits
Coolray (3), Reliable Heating & Air (3), Energy Conservation Solutions (3), Estes Services (2), Moncrief Heating & Air Conditioning (2)
Who offers green plumbing solutions in Atlanta
Plumbing Express (3), Morningside Plumbing (2), Roto-Rooter (2), Dupree Plumbing (1), Atlantis Plumbing (1)
What are the best energy-efficient HVAC brands available in Atlanta
Good Guys Plumbing (2), Energy Star (2), Coolray (1), Estes Services (1), Moncrief Heating & Air Conditioning (1)
Post-installation support in Atlanta
What are the most reliable HVAC companies in Atlanta for post-installation support
Estes Services (4), Reliable Heating & Air (3), PV Heating, Cooling & Plumbing (3), Coolray (2), Moncrief Heating & Air Conditioning (2)
Where can I get ongoing HVAC maintenance services in Atlanta
Reliable Heating & Air (4), Estes Services (3), Empire Heating & Air Conditioning (2), PV Heating, Cooling & Plumbing (2), Coolray (1)
Which plumbing companies in Atlanta offer the best after-service support
Plumb Works (3), Morningside Plumbing (2), Atlantis Plumbing (2), Reliable Heating & Air (2), Fix & Flow Plumbing (2)
How to find HVAC contractors in Atlanta who provide excellent customer service after installation
Coolray (2), Estes Services (2), Moncrief Heating & Air Conditioning (2), Air Conditioning Contractors of America (2), Reliable Heating & Air (1)
Who has the best follow-up services among HVAC providers in Atlanta
Estes Services (4), Moncrief Heating & Air Conditioning (3), PV Heating, Cooling & Plumbing (3), Casteel Heating, Cooling, Plumbing & Electrical (2), Central Heating and Air Conditioning (2)
Where to check for HVAC companies in Atlanta that offer satisfaction guarantees
Coolray (3), Moncrief Heating & Air Conditioning (3), Ragsdale (3), HomeAdvisor (2), Estes Services (2)
Seasonal maintenance tips in Atlanta
What seasonal HVAC maintenance tips should I consider for my home in Atlanta
Energy Star (2), Coolray (1), Estes Services (1), Moncrief Heating & Air Conditioning (1), Reliable Heating & Air (1)
How to prepare my plumbing system for winter in Atlanta
The Home Depot (2), Lowe's (2), Superior Plumbing (2), Estes Services (1), Dupree Plumbing (1)
Which HVAC services in Atlanta offer seasonal check-ups
Estes Services (3), PV Heating, Cooling & Plumbing (3), Coolray (2), Reliable Heating & Air (2), Moncrief Heating & Air Conditioning (2)
What are the benefits of regular HVAC maintenance in Atlanta
HomeAdvisor (1), Good Guys Plumbing (1), Coolray (1), Estes Services (1), Precision Heating & Air (1)
Where can I find HVAC maintenance packages in Atlanta
Reliable Heating & Air (3), Empire Heating & Air Conditioning (3), Coolray (2), Estes Services (2), Moncrief Heating & Air Conditioning (2)
How often should I schedule HVAC maintenance in Atlanta
Reliable Heating & Air (2), Coolray (1), Estes Services (1), Precision Heating & Air (1), Moncrief Heating & Air Conditioning (1)
Method
How this was measured
- 50 questions across 8 topics, written the way a buyer in Atlanta would type them. None of them names a seller.
- Every question was put to Claude, ChatGPT, Gemini, Google AI Overviews from a connection in United States, in two runs, 402 answers in all.
- A judge model read each answer and listed every business it named, whether the answer linked to that business, where it first appeared and how it was described. Names are merged on a normalised form and known websites are attached where the answer linked to them.
- Marketplaces, finance providers, manufacturers, service chains and reference sites are classified and kept out of the seller leaderboard. They are reported separately where they matter.
- Each question was asked once per assistant per run. A single cell can turn on chance; the pattern across the study is the finding.
- This measures being named, not being visited or chosen. Appearing in an answer is the first condition of being considered.
- Copilot was attempted and excluded: it answered 0 of 100 prompts, below the half needed to be scored.
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