picked by agentsPicked by Agents index · AC and heating repair in Gaithersburg, MD
We asked Meta Muse this exact question in September 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 2026-09-30 05:50 UTC
“Family-owned Gaithersburg business offering free estimates on system replacements, financing options, MD-licensed and EPA-certified technicians, and a ten-year customer review calling them consistently professional.”
“Serving Maryland, Northern Virginia, and DC since 1950 with 1,897 Porch reviews, making them the most established AC installer serving Gaithersburg.”
“Serves Gaithersburg with 565 Porch reviews; a heat-pump installer says they are not the cheapest but the best, standing out on quality.”
“DMV-area company with a useful published price range ($6,500–$14,000) but less Gaithersburg-specific review presence than the picks.”
“Serves Gaithersburg with 5.0 (6) on HomeGuide and 25+ years, but far fewer reviews than the picks.”
“Gaithersburg shop with competitive pricing praise for a full HVAC replacement, but a smaller public review footprint.”
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 September 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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