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 Liberty, Missouri?”
“It advertises emergency furnace calls and family ownership, but gives less specific scheduling and booking information on its Liberty repair page.”
Passed
“Who is the best heating and air company in Liberty, Missouri?”
“It advertises veteran-owned, family-operated service and emergency furnace repairs, but its site offers fewer detailed customer-facing policies to compare.”
Passed
“I need a new furnace or heat pump installed in Liberty, Missouri. Who should I get quotes from, and roughly what will it cost?”
“It provides furnace installation and advertises financing, but the service page reviewed did not publish installation prices.”
Passed
“I want my furnace serviced before winter in Liberty, Missouri. Who can I book online?”
“It offers furnace maintenance plans, but its page reviewed emphasizes calling or texting rather than online booking.”
Passed
“Which heating company in Liberty, Missouri has upfront pricing, so I know the cost before they come?”
“It claims transparent pricing and same-day quotes, but its Liberty furnace page does not list specific service or diagnostic prices.”
Who it picked instead
The company the assistant picked most often in Liberty.
Duct Daddy
Picked first in 3 of 6, picked in 6 of 6 · 5 stars on Google
“Liberty page publishes a $100 diagnostic charge, says the fee drops to zero with a same-day repair, and explains that flat-rate repair prices are approved before work starts. Liberty page offers online appointments with real-time slots seven days a week. Liberty page publishes furnace installation prices starting at $4,000 and says 0% financing is available. The homepage displays a 5.0 Google rating, but the Google review count was not verified.”
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