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 Oceanside, California?”
“Its Oceanside furnace-repair page advertises same-day repairs and says emergency response can be under an hour.”
Picked #3
“I want my furnace serviced before winter in Oceanside, California. Who can I book online?”
“It offers furnace tune-ups and an online booking form for Oceanside service.”
Passed
“Who is the best heating and air company in Oceanside, California?”
“It advertises a broad range of heating services and fast response, but Thompson provided clearer information about its current owners and long local history.”
Passed
“I need a new furnace or heat pump installed in Oceanside, California. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace and heat-pump installation with free estimates, but I found no published installed price range.”
Passed
“My AC isn't working, can someone come out today? I'm in Oceanside, California.”
“It advertises same-day HVAC service and emergency response, but the sources I read gave a clearer AC-specific emergency response claim for American.”
Passed
“Which heating company in Oceanside, California has upfront pricing, so I know the cost before they come?”
“It says it provides a firm, upfront quote before proceeding, but the sources reviewed did not show prices online.”
Who it picked instead
The company the assistant picked most often in Oceanside.
Thompson Plumbing Heating & Air Conditioning
Picked first in 3 of 6, picked in 5 of 6 · 4.9 stars on Google from 1300 reviews
“The site says it has provided service in Southern California since 1980 and is family-owned. It offers online booking and text confirmation with a technician photo before arrival. It offers furnace repair, installation, maintenance, and seasonal tune-ups in Oceanside. It says same-day service is available and pricing is provided before work begins.”
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