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 Bedford, Ohio?”
“It advertises same-day service and 24/7 dispatch, but the Bedford page contains geographic references that do not match Bedford, Ohio, so I could not rely on those claims for this market.”
Passed
“Who is the best heating and air company in Bedford, Ohio?”
“Its Bedford page includes mismatched geographic details, so I could not use its claims as reliable evidence about Bedford, Ohio.”
Passed
“I need a new furnace or heat pump installed in Bedford, Ohio. Who should I get quotes from, and roughly what will it cost?”
“It advertises a $3,500–$7,500 furnace replacement range, but mismatched geographic references on the Bedford page make that range unreliable for Bedford, Ohio.”
Passed
“My AC isn't working, can someone come out today? I'm in Bedford, Ohio.”
“Although it advertises same-day service, the Bedford page has geographic references inconsistent with Bedford, Ohio.”
Who it picked instead
The company the assistant picked most often in Bedford.
Raber HVAC
Picked first in 6 of 6, picked in 6 of 6 · 5 stars on Google from 21 reviews
“Aims for same-day service for bookings before 2 p.m. and provides 24/7 emergency service. Publishes upfront flat pricing and says its quote is approved before work starts. Lists Bedford-specific furnace and boiler repair, AC service, heat pumps, and seasonal tune-ups. Its homepage reports 5.0 from 21 Google reviews.”
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