picked by agentsPicked by Agents index · AC and heating repair in Frisco, TX
We asked Grok 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 · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 17:12 UTC
“This family-owned company in The Colony, right next to Frisco, has repaired gas furnaces since 1977, lists Texas license TACLB4160C on its site, is BBB accredited with an A+ rating since 1987, shows 5.0 stars from 2,004 reviews on Birdeye, and says it tries to offer same-day or next-day visits with an on-call technician after hours.”
“This Frisco-based company (1647 Witt Rd #201), in business since 1998 and BBB accredited A+ since 2005, lists Texas license TACLB019076C and explicitly offers same-day and 24/7 emergency furnace repair, with 4.9 stars from 5,009 Google reviews according to a third-party directory.”
“Its Frisco furnace repair page lists Texas license TACLA126718E, a flat $85 diagnostic fee that is waived if you go ahead with the repair, same-day service during business hours, and 4.9 stars from 143 Google reviews, though it is about 25 minutes away in Farmers Branch and does not offer 24/7 service.”
“It is a strong backup in nearby Lewisville with 24/7 emergency heating, no overtime fees, and license TACLA00153892E, but it claims only 75+ Google reviews, publishes no diagnostic fee, and its BBB page would not load.”
“It lists license TACLA38788C and 24/7 same-day service from Plano, but BBB shows it as not accredited, and recent BBB reviews complain about upselling after a private-equity sale.”
“It has a Frisco address, 24/7 availability, and claims 3,000+ five-star reviews, but its site shows no license number and its two websites disagree on founding year and suite address.”
“It advertises same-day and 24/7 furnace repair from $89, but shows no license number, gives a 4.9 rating with no count or source, and lists an address I could not confirm.”
“This franchise location advertises 24/7 heating repair with no overtime charges, but its page gives no license number, local reviews, or diagnostic fee.”
“It lists license TACLA45889E and same-day furnace repair when its schedule allows, but gives no local address and states its diagnostic fee inconsistently.”
“I saw it only in a search result (24/7 furnace service from Plano) and did not open the page, so its license and reviews are unverified.”
“A search result showed it works out of Mabank, about 1.5 hours from Frisco, which is too far for a quick repair; I did not open the page.”
“A search result showed only a national toll-free number with no local address, license, or reviews; I did not open the page.”
“I saw it only in a search result advertising 24/7 emergency heating and did not check its license, location, or reviews.”
“A search result showed license TACLB83066E and 24/7 furnace service but only 9 reviews at 4.4 stars; I did not open the page.”
“A search result suggested it focuses on McKinney and Anna rather than Frisco; I did not open the page.”
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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