What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in San Marcos, Texas?”
“It describes itself as a family-owned heating and air company serving the area since 1985.”
Picked #3
“Which heating company in San Marcos, Texas has upfront pricing, so I know the cost before they come?”
“It describes a simple-price program and estimates, though I found no specific visit fee.”
Passed
“My furnace won't turn on. Who can fix it this week in San Marcos, Texas?”
“It advertises 24/7 furnace repair, but the pages I read gave less specific appointment timing than Woods or Reliable Air (https://www.myairone.com/furnace-repair).”
Passed
“I need a new furnace or heat pump installed in San Marcos, Texas. Who should I get quotes from, and roughly what will it cost?”
“Its site discusses furnace service and estimates, but the pages I read were less specific about heat-pump installation and published replacement costs (https://www.myairone.com/).”
Passed
“My AC isn't working, can someone come out today? I'm in San Marcos, Texas.”
“It offers AC repair, but the pages I read didn't give as specific a same-day appointment claim (https://www.myairone.com/ac-repair).”
Passed
“I want my furnace serviced before winter in San Marcos, Texas. Who can I book online?”
“Its furnace maintenance page directs customers to book by phone rather than offering online booking on that page (https://www.myairone.com/furnace-maintenance).”
Who it picked instead
The company the assistant picked most often in San Marcos.
Woods Comfort Systems
Picked first in 5 of 6, picked in 6 of 6 · 4.9 stars on Google from 3092 reviews
“It documents San Marcos heating and cooling service, publishes replacement cost ranges and a dispatch fee, and offers online appointment scheduling.”
What would change it
Where the assistant found the answer on another site and not on this one.
AirOne advertises 24/7 service, but the market test found no specific appointment window; Woods' market test pages describe urgent repair and customer reports of service within a few hours.
https://woodscomfortsystems.com/heating/AirOne's Simple Price program is described without a specific diagnostic or dispatch fee on the reviewed pages; Woods publishes a $95 residential dispatch fee.
https://woodscomfortsystems.com/about-us/AirOne's heater maintenance page directs customers to call to schedule; Woods provides online appointment scheduling.
https://woodscomfortsystems.com/contact-us/
Pages the assistant read
What it opened on this company's own site before answering.
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