Who it picked instead
The company the assistant picked most often in West Palm Beach.
Preferred Air Conditioning & Mechanical, LLC
Picked first in 2 of 6, picked in 6 of 6 · 4.6 stars on Google from 669 reviews
“The market test cited 24/7 heating repair, flat-rate pricing, free second opinions, heat-pump installation, and online maintenance requests.”
What would change it
Where the assistant found the answer on another site and not on this one.
Preferred states flat-rate heating repair and free second opinions; the reviewed Mechanical Air pages did not surface those policies.
https://getcold.com/services/heating-repairMechanical's service request flow uses a form, while the market answer highlighted Hopkins's Schedule Online button for appointment booking.
https://hopkinsair.com/
Pages the assistant read
What it opened on this company's own site before answering.
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