What the assistant said
Its own sentence for each question, verbatim.
Passed
“My furnace won't turn on. Who can fix it this week in Gadsden, Alabama?”
“It says weekend emergency calls are available but does not specify furnace repair response timing.”
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 picked five times, with its site listing broad HVAC services, same-day or next-day service, online booking, and financing.”
What would change it
Where the assistant found the answer on another site and not on this one.
Knight's claims same-day or next-day service; The Comfort Doctor's homepage and contact page do not state a comparable response window.
https://www.knights-hvac.com/Knight's links to Housecall Pro online booking; The Comfort Doctor's contact page asks customers to call or contact the company, without showing appointment 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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