
Air Flow Pros Heating and Air Conditioning
afpheating.com“Family-owned SF company (license #938916, BBB accredited, Mitsubishi Diamond Contractor) with a dedicated flexible-financing page and free estimates.”
Picked by Agents index · AC and heating repair in San Francisco, CA
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.
United States · Meta Muse via a research connector · asked 2026-10-02 07:50 UTC

“Family-owned SF company (license #938916, BBB accredited, Mitsubishi Diamond Contractor) with a dedicated flexible-financing page and free estimates.”

“Fifth-generation Diamond Certified Carrier dealer since 1901 — Carrier’s dealer network offers promotional financing through participating dealers.”

“Trane advertises 0% APR for 60 months with equal payments through participating dealers until Dec 31, 2026, subject to credit approval.”
“$0-down HVAC leasing from $99/month with 12 years maintenance, but a national lease program rather than a local installer.”

“12-month no-interest financing on installed HVAC over $299 through Jan 2027, but a big-box route rather than a local contractor.”
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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