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 Milton, Florida?”
“Its furnace service page offers 24/7 emergency furnace repairs and lists Milton in its service area.”
Picked #2
“Who is the best heating and air company in Milton, Florida?”
“It describes itself as family-owned since 1981 and offers heating, cooling, maintenance, and emergency HVAC repairs around Milton.”
Picked #2
“I need a new furnace or heat pump installed in Milton, Florida. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace installation in Milton, free estimates, and financing on qualifying new systems.”
Picked #2
“I want my furnace serviced before winter in Milton, Florida. Who can I book online?”
“Its furnace page covers maintenance and the site provides an online appointment request.”
Picked #2
“Which heating company in Milton, Florida has upfront pricing, so I know the cost before they come?”
“Its homepage says customers receive the diagnosis and price up front.”
Who it picked instead
The company the assistant picked most often in Milton.
Armor Service Group Heating & Cooling
Picked first in 5 of 6, picked in 6 of 6 · 5 stars on Google from 544 reviews
“Its market profile cites its Milton base, specific same-day and 24/7 service claims, upfront pricing, online scheduling, and nearly 400 five-star reviews.”
What would change it
Where the assistant found the answer on another site and not on this one.
Armor's homepage states same-day HVAC service in Milton and links an online scheduler; Lunsford's pages reviewed offer a service request or appointment request but do not make the same direct local same-day claim.
https://www.armorservicegroup.com/Armor explicitly describes transparent, upfront pricing before work; Lunsford's homepage says customers receive diagnosis and price up front, so this is a difference in emphasis and specificity, not an absent claim.
https://www.armorservicegroup.com/
Pages the assistant read
What it opened on this company's own site before answering.
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