What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“My furnace won't turn on. Who can fix it this week in Rochester, New York?”
“It advertises 24/7 emergency furnace service and strives for same-day scheduling.”
Picked #2
“Who is the best heating and air company in Rochester, New York?”
“It serves Rochester homes, offers emergency service and online appointment requests, and provides bilingual service in English and Spanish.”
Picked #2
“I need a new furnace or heat pump installed in Rochester, New York. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace installation and replacement for Monroe County homes and free estimates on new systems.”
Picked #2
“I want my furnace serviced before winter in Rochester, New York. Who can I book online?”
“It offers furnace maintenance and an online booking flow that allows customers to select a date and time.”
Passed
“My AC isn't working, can someone come out today? I'm in Rochester, New York.”
“It states that it strives for same-day scheduling, but the AC-specific page was not verified in this research.”
Who it picked instead
The company the assistant picked most often in Rochester.
Isaac Heating & Air Conditioning
Picked first in 4 of 6, picked in 5 of 6 · 4.8 stars on Google from 8343 reviews
“Isaac was ranked first for broad residential service, documented 24/7 furnace repair, online scheduling, upfront pricing, and Rochester-specific service pages.”
What would change it
Where the assistant found the answer on another site and not on this one.
Isaac's profile explicitly lists online scheduling; Total Comfort offers a preferred-date request but the market answers describe selection as a request rather than a confirmed booking.
https://www.isaacheating.com/about/Isaac's market profile identifies upfront pricing and free replacement estimates on its homepage; Total Comfort advertises free installation estimates but does not state repair pricing before a technician visit on the pages read.
https://www.isaacheating.com/
Pages the assistant read
What it opened on this company's own site before answering.
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