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 Waterford Township?”
“Its service page advertises 24/7 repair and online scheduling, but I found less Waterford-specific furnace information than on Krane's page.”
Passed
“Who is the best heating and air company in Waterford Township?”
“Its repair page presents broad 24/7 coverage and online scheduling, but provides less direct evidence of Waterford-specific HVAC service details.”
Passed
“My AC isn't working, can someone come out today? I'm in Waterford Township.”
“It advertises 24/7 repair, but I found no explicit same-day appointment claim on the service page.”
Passed
“I want my furnace serviced before winter in Waterford Township. Who can I book online?”
“It provides online scheduling and repair services, but its service page does not clearly describe a furnace tune-up booking.”
Passed
“Which heating company in Waterford Township has upfront pricing, so I know the cost before they come?”
“Its repair page mentions a price-match guarantee, but I did not find a clear upfront pricing statement.”
Who it picked instead
The company the assistant picked most often in Waterford Township.
Krane Heating & Cooling
Picked first in 4 of 6, picked in 6 of 6 · 4.9 stars on Google from 761 reviews
“The market answers favored Krane for its Waterford office, same-day service, 24/7 emergency claim, Waterford-specific furnace page, and listed review count.”
What would change it
Where the assistant found the answer on another site and not on this one.
Krane's Waterford-specific furnace page was cited in the market answers; Kotz's repair page lists Waterford among its service cities but the market answers did not identify an equally direct Waterford furnace page.
https://kraneheating.com/furnace-repair-maintenance-service-in-Waterford-TWP-mi/Kotz's repair page states same-day repair options and upfront pricing, but the market answers reported they did not find those claims on Kotz's service page.
https://kraneheating.com/contact/
Pages the assistant read
What it opened on this company's own site before answering.
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