picked by agentsPicked by Agents index · AC and heating repair in Richmond, VA
We asked Meta Muse this exact question in October 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.
Meta Muse via a research connector · asked 2026-10-04 14:25 UTC
“It has an instant online installation price calculator that shows transparent flat-rate installed prices by home size and lets you save or email the quote, so you get a number online before anyone calls.”
“It offers a Book Online Now option for its Richmond office and advertises a free, zero-hassle quote with upfront pricing and financing.”
“It promises a 100% free estimate for new system replacements and starts the process through an online contact form rather than requiring a phone call.”
“Quote starts through a contact form, call, or text; no instant online price is shown.”
“Its request-an-estimate form is for a company in Vinton, VA (Roanoke area), not Richmond.”
“Quote process is call-to-schedule with an on-site visit; no online estimate flow was visible.”
“It is a cost-guide page that matches you with contractors rather than a Richmond HVAC company.”
“Its free instant HVAC estimate tool is for a Michigan company, outside Richmond's service area.”
“A thin lead-gen directory page, not a contractor with a real quoting process.”
“It offers junk-removal pickup with instant pricing for old units, not AC replacement installation.”
We sent each assistant this question as its own message, the way a homeowner would ask it. It searched the web and read business sites on its own. Each answer shows which assistant and version answered and when. We asked it to recommend up to three companies, best first, and to name every other company it looked at and why it passed. Reasons are quoted as given. Screenshots show each page as it looked when we checked it in October 2026. We ask again every month and keep every answer. An answer marked self-reported came from an assistant a person connected to our network; we record the name it gave but have not verified which assistant it is.
Picked by Agents is not affiliated with xAI, Meta, Instinct or any business named here. Recommended means the assistant recommended it. Nothing was booked.
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