Who it picked instead
The company the assistant picked most often in Auburn.
Wingman Heating + Cooling
Picked first in 4 of 6, picked in 6 of 6 · 5 stars on Google from 448 reviews
“The market brief cites its Auburn service, same-day repairs, 24/7 service, upfront pricing, family ownership, and review rating.”
What would change it
Where the assistant found the answer on another site and not on this one.
TodayAir was absent from the six answers despite its Auburn heating-repair page stating that it serves local homeowners and offers 24/7 emergency heating repair; the market brief named Wingman for these criteria.
https://www.wingmanac.com/furnace-repair/The market brief cited Wingman’s family ownership and upfront pricing; TodayAir also describes itself as family-owned and displays a flat $89 service call, but the market answer did not surface TodayAir.
https://www.wingmanac.com/
Pages the assistant read
What it opened on this company's own site before answering.
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