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 Merriam, Kansas?”
“It covers Merriam and handles emergencies, but its listed emergency availability depends on staffing, and the site gives no 24/7 commitment.”
Passed
“Who is the best heating and air company in Merriam, Kansas?”
“It has strong customer testimonials and a local Merriam address, but the site lists limited routine hours and emergency service only based on availability.”
Passed
“I need a new furnace or heat pump installed in Merriam, Kansas. Who should I get quotes from, and roughly what will it cost?”
“It handles repairs and replacements, but the site pages I reviewed did not provide a public installation cost range.”
Passed
“I want my furnace serviced before winter in Merriam, Kansas. Who can I book online?”
“It has a customer review for routine furnace maintenance, but I did not find online appointment booking on the pages reviewed.”
Passed
“Which heating company in Merriam, Kansas has upfront pricing, so I know the cost before they come?”
“Its testimonials mention fair or reasonable pricing, but the service pages reviewed do not describe a published upfront-pricing process.”
Who it picked instead
The company the assistant picked most often in Merriam.
Polestar Plumbing, Heating & Air Conditioning
Picked first in 0 of 6, picked in 2 of 6 · 4.8 stars on Google from 4364 reviews
“The market answers favored Polestar for its Merriam page's same-day service claim, heating repair and installation offerings, financing, and online scheduling.”
What would change it
Where the assistant found the answer on another site and not on this one.
Polestar advertises same-day service for Merriam; the Integrity pages reviewed did not state same-day availability.
https://polestarcomfort.com/service-area/merriam-ks/Polestar offers online scheduling; Integrity's contact page lists call, text, email, and chat, but no online appointment booking.
https://polestarcomfort.com/service-area/merriam-ks/Polestar advertises upfront pricing for heating repairs; Integrity's pages reviewed mention free estimates and transparency but do not clearly explain when customers receive prices.
https://polestarcomfort.com/heating/repair/
Pages the assistant read
What it opened on this company's own site before answering.
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