
TemperaturePro (Tulsa)
directorii.com“Thumbtack Top Pro at 4.9 across 117 reviews with electronic pricing and estimating; reviewers report same-day full-system replacement quotes and competitive prices.”
Picked by Agents index · AC and heating repair in Tulsa, OK
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 2026-10-06 11:41 UTC

“Thumbtack Top Pro at 4.9 across 117 reviews with electronic pricing and estimating; reviewers report same-day full-system replacement quotes and competitive prices.”
“A Yelp review describes a next-day in-home measurement with a quote delivered that afternoon and an excellent, clean installation that cut the utility bill by 30 percent.”
“Yelp page shows a Request a Quote button for HVAC installation or replacement with 24-hour availability and a stated free quote.”
“A ranked directory (American Home Pros 9.0/10, Dowd 8.8/10) rather than a company recommendation with an easy quote path.”

“Perfect 5.0 but only 9 reviews, too thin a base to rank above busier shops.”
“A generic search results page rather than a specific company recommendation.”
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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