What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“Who is the best heating and air company in Gadsden, Alabama?”
“Its site describes a locally owned company serving greater Gadsden with 24/7 service for residential and commercial HVAC.”
Picked #3
“I need a new furnace or heat pump installed in Gadsden, Alabama. Who should I get quotes from, and roughly what will it cost?”
“It lists furnace and heat pump installation and offers financing with approved credit.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Gadsden, Alabama.”
“It advertises 24/7 emergency HVAC service and a testimonial on its site reports service within hours for a failed AC.”
Passed
“My furnace won't turn on. Who can fix it this week in Gadsden, Alabama?”
“It advertises 24-hour emergency HVAC service but does not state same-day or next-day furnace repair scheduling.”
Passed
“I want my furnace serviced before winter in Gadsden, Alabama. Who can I book online?”
“It offers routine heating maintenance through a request form but does not link to self-scheduling on the page reviewed.”
Who it picked instead
The company the assistant picked most often in Gadsden.
Knight's Heating & Cooling
Picked first in 5 of 6, picked in 5 of 6 · 4.9 stars on Google from 344 reviews
“Knight's was selected more often and ranked first four times, with published same-day or next-day service and online booking.”
What would change it
Where the assistant found the answer on another site and not on this one.
Knight's publishes a same-day or next-day service guarantee; Houston's describes 24-hour service and timeliness but does not publish a comparable arrival window.
https://www.knights-hvac.com/Knight's provides an online appointment booking link; Houston's service form says the team will contact the customer but does not show self-scheduling.
https://www.knights-hvac.com/maintenance-comfort-programs
Pages the assistant read
What it opened on this company's own site before answering.
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