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 Marana, Arizona?”
“It serves Marana and advertises emergency HVAC repair and furnace repairs.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Marana, Arizona.”
“It serves Marana and advertises emergency HVAC repair.”
Passed
“Who is the best heating and air company in Marana, Arizona?”
“It has Marana service pages and advertises NATE-certified technicians, but its reviewed pages gave less public detail about service history and customer review volume.”
Who it picked instead
The company the assistant picked most often in Marana.
GoodFellas
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1700 reviews
“It publishes Marana-specific service details, same-day and emergency service, upfront pricing, online booking, and more than 1,700 Google reviews.”
What would change it
Where the assistant found the answer on another site and not on this one.
GoodFellas explicitly claims same-day service across Marana; the Eco pages read do not make a same-day arrival claim.
https://www.goodfellasac.com/1-hvac-company-in-marana-azGoodFellas says customers hear the price before work starts; Eco says free estimates and transparent service but does not explain the repair-price process on the pages read.
https://www.goodfellasac.com/1-hvac-company-in-marana-azGoodFellas displays 1,700+ Google reviews on its Marana page, compared with 129 listed for Eco in the supplied market data.
https://www.goodfellasac.com/1-hvac-company-in-marana-az
Pages the assistant read
What it opened on this company's own site before answering.
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