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 Lodi?”
“It advertises 24/7 emergency heating service, but I found less detail about furnace repair pricing and scheduling options.”
Passed
“Who is the best heating and air company in Lodi?”
“It advertises broad HVAC services and transparent pricing, but I found less supporting detail about its heating work and customer record.”
Passed
“I need a new furnace or heat pump installed in Lodi. Who should I get quotes from, and roughly what will it cost?”
“It installs heating systems and heat pumps, but I found no public installation estimate or price range.”
Passed
“My AC isn't working, can someone come out today? I'm in Lodi”
“It advertises 24/7 emergency AC service, but its site gives less detail about same-day scheduling and prices.”
Passed
“I want my furnace serviced before winter in Lodi. Who can I book online?”
“It offers preventive heating tune-ups, but its contact information directs customers to call rather than book online.”
Passed
“Which heating company in Lodi has upfront pricing, so I know the cost before they come?”
“It claims transparent pricing and no hidden fees but does not show specific prices on the pages reviewed.”
Who it picked instead
The company the assistant picked most often in Lodi.
All-Air Heating & Air Conditioning
Picked first in 5 of 6, picked in 6 of 6 · 4.9 stars on Google from 512 reviews
“Aims for same-day service on no-heat emergencies and answers calls 24/7. Publishes common furnace repair costs of $194–$668 and says it provides the exact price in writing before work starts. Reports a 4.9 Google rating from 500+ reviews.”
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