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 Keystone Heights?”
“Its service page covers furnace systems and diagnostics, including ignition and control problems.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Keystone Heights.”
“Local customer testimonials describe a same-day call and a Saturday AC repair.”
Picked #3
“I want my furnace serviced before winter in Keystone Heights. Who can I book online?”
“It offers annual or bi-annual maintenance plans for systems including furnaces.”
Passed
“Who is the best heating and air company in Keystone Heights?”
“It is a local heating and cooling option, but the site gives less detail on booking, warranties, and replacement estimates.”
Passed
“I need a new furnace or heat pump installed in Keystone Heights. Who should I get quotes from, and roughly what will it cost?”
“It lists full system replacements, but I could not find pricing or a dedicated installation estimate page.”
Passed
“Which heating company in Keystone Heights has upfront pricing, so I know the cost before they come?”
“The pages read describe repair work but show no price list.”
Who it picked instead
The company the assistant picked most often in Keystone Heights.
Lake Area Heating & Air
Picked first in 4 of 6, picked in 5 of 6 · 4.9 stars on Google from 220 reviews
“It serves Keystone Heights and describes repair, maintenance and installation, along with weekend on-call coverage.”
What would change it
Where the assistant found the answer on another site and not on this one.
Lake Area has readable local service-area and installation information; Keystone HVAC's service-areas page had no readable text when accessed.
https://www.lakeareahvac.net/Lake Area lists weekend on-call hours; Keystone HVAC's pages reviewed make no explicit same-day or after-hours availability commitment, though testimonials describe quick visits.
https://www.lakeareahvac.net/The market answer found no pricing or dedicated installation estimate page for Keystone HVAC; Lake Area offers financing and an installation estimate request.
https://www.lakeareahvac.net/financing/
Pages the assistant read
What it opened on this company's own site before answering.
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