Who came up in Marshall
Every company the assistant named across the six questions, ordered by how often it was picked first. Tested on 2026-09-30.
| Company | Picked first | Picked |
|---|---|---|
| All Elements Heating & Air LLCallelementshvac.com | 5 of 6 | 6 of 6 |
| Arete Mechanical Services LLCaretemech.com | 1 of 6 | 4 of 6 |
| Marshall Air & Heatmarshallairheat.com | 0 of 6 | 4 of 6 |
Question 1 of 6
“My furnace won't turn on. Who can fix it this week in Marshall, Texas?”
Picked
- FirstAll Elements Heating & Air LLC
“Its Marshall service area and heater repair page specifically cover furnace problems and advertise 24-hour emergency service.”
- #2Arete Mechanical Services LLC
“It serves Marshall, repairs heating equipment, and states that 24-hour emergency service is available.”
Considered and passed
- PassedMarshall Air & Heat
“Its site promotes same-day service and 24/7 support, but the available heater information is less specific about diagnosing a furnace that will not start.”
Question 2 of 6
“Who is the best heating and air company in Marshall, Texas?”
Picked
- FirstAll Elements Heating & Air LLC
“It documents residential heating services for Marshall, 24-hour emergency support, and a local operating history since 2012.”
- #2Arete Mechanical Services LLC
“It describes residential heating and cooling service and publishes specific maintenance-plan and diagnostic prices.”
- #3Marshall Air & Heat
“It advertises same-day service in most cases and identifies two co-owners on its about page.”
Considered and passed
- No one else was considered.
Question 3 of 6
“I need a new furnace or heat pump installed in Marshall, Texas. Who should I get quotes from, and roughly what will it cost?”
Picked
- FirstAll Elements Heating & Air LLC
“Its installation page covers furnaces and heat pumps, and its site advertises free quotes and financing.”
- #2Arete Mechanical Services LLC
“It offers heating-system installation and publishes a $65 diagnostic price, although no new-system installation price was found.”
Considered and passed
- PassedMarshall Air & Heat
“Its site says it handles replacements and offers free quotes, but no installation price was published.”
Question 4 of 6
“My AC isn't working, can someone come out today? I'm in Marshall, Texas”
Picked
- FirstAll Elements Heating & Air LLC
“Its Marshall-area pages advertise 24-hour emergency HVAC service and air-conditioning repair.”
- #2Marshall Air & Heat
“It explicitly claims same-day service in most cases and 24/7 emergency support.”
Considered and passed
- No one else was considered.
Question 5 of 6
“I want my furnace serviced before winter in Marshall, Texas. Who can I book online?”
Picked
- FirstAll Elements Heating & Air LLC
“It provides an online appointment link and describes fall heater tune-ups for furnaces and heat pumps.”
- #2Marshall Air & Heat
“Its site offers online service requests and recommends seasonal heating maintenance before winter.”
Considered and passed
- PassedArete Mechanical Services LLC
“It publishes maintenance plans but directs customers to call, text, or email for service rather than providing an online booking flow.”
Question 6 of 6
“Which heating company in Marshall, Texas has upfront pricing, so I know the cost before they come?”
Picked
- FirstArete Mechanical Services LLC
“It lists a $65 system diagnosis fee excluding travel and publishes three annual maintenance-plan prices.”
- #2All Elements Heating & Air LLC
“It promises clear estimates and no hidden costs, though it does not publish a general visit price.”
- #3Marshall Air & Heat
“It advertises upfront pricing and free quotes but does not publish specific service prices.”
Considered and passed
- No one else was considered.
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