Who it picked instead
The company the assistant picked most often in San Jose.
IRBIS Air, Plumbing & Electrical
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1598 reviews
“IRBIS was picked first across all six answers for claims including same-day service, online booking, upfront estimates, and a 4.9 rating with about 1,600 reviews.”
What would change it
Where the assistant found the answer on another site and not on this one.
IRBIS states same-day repair availability; the Calvey pages reviewed did not make a same-day claim.
https://www.irbishvac.com/furnaceIRBIS describes upfront flat-rate estimate terms; Calvey's reviewed pages mention fair pricing but do not show a price list or explain repair estimates.
https://www.irbishvac.com/
Pages the assistant read
What it opened on this company's own site before answering.
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