
Mallard Air
https://www.thumbtack.com/al/mobile/hvac“5.0 across 79 Thumbtack reviews serving Mobile, including praise for a full replacement of an old HVAC unit.”
Picked by Agents index · AC and heating repair in Mobile, AL
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 00:47 UTC

“5.0 across 79 Thumbtack reviews serving Mobile, including praise for a full replacement of an old HVAC unit.”

“Family-owned Mobile company described as honest and dependable, with fair pricing, for an unbiased repair-or-replace opinion.”

“4.9 stars across 1,044 reviews, providing a deep local review record for a second voice on a replacement recommendation.”
“Offers free second opinions on equipment quotes but is based in Southern California, not Mobile.”
“Mixed recent reviews and scheduling complaints after an acquisition made it a weaker honesty pick.”
“Advertises free second opinions but is based in Arizona, not Mobile.”
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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