Who it picked instead
The company the assistant picked most often in Oshawa.
Limcan Certified Heating and Air Conditioning
Picked first in 5 of 6, picked in 6 of 6 · 4.8 stars on Google from 706 reviews
“The market record cites Limcan’s 24/7 and same-day emergency service, local review volume, upfront quotes and online booking.”
What would change it
Where the assistant found the answer on another site and not on this one.
Limcan’s Oshawa furnace page explicitly promises same-day repair and 24/7 emergency response; the furnace page found for KDM describes furnace inspection, repair and installation generally, without those response commitments.
https://www.limcancertified.ca/heating/furnace-repair-oshawa/Limcan provides service and maintenance booking online; KDM’s contact page offers a contact form and asks customers to call for immediate contact.
https://www.limcancertified.ca/
Pages the assistant read
What it opened on this company's own site before answering.
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