picked by agentsPicked by Agents index · AC and heating repair in McKinney, 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
“Its McKinney furnace repair page is the clearest fit for this week because it offers same-day and next-day appointments plus 24/7 emergency dispatch, says it is open 24 hours, lists a McKinney office at 701 S Kentucky, shows license TACLA76759C, quotes a flat-rate price before work starts, and has 5.0 stars from 1,770 Google reviews on directories.”
“This McKinney company at 301 E Midway St has a gas-furnace repair page and advertises 24/7 emergency service, shows licenses TACLA27091C, TACLA69075C, and TACLA00149132C, is BBB A+ and accredited since 1999, and has 4.9 stars from 3,580 Google reviews on directories, though it publishes no fees or regular hours.”
“Based in McKinney at 555 Berry Ave since 1958, it covers furnace and emergency repair, advertises 24/7 answering and upfront flat-rate pricing, is BBB A+ and accredited since 1994, shows a 4.9 Google rating from 1,200+ reviews on its site, and has license TACLA00004007C listed as active on BuildZoom.”
“It is a strong backup, based in McKinney with TACLA152199C, live 24/7 phones, same-day service, a published $95 diagnostic, and 5.0 stars on Google, but it has a much shorter track record, far fewer reviews (82 to 161), and no separate furnace page.”
“It is a McKinney company operating since 2008 with a furnace repair page, license TACLB27812E, and 4.9 stars from 1,078 reviews, but it offers same-day service only 'whenever possible' and emergency service as 'call for availability', with no 24/7 claim or published hours.”
“It is based in Plano, and the page I opened showed generic content with a different phone number and no license, so its TACLA38788C license and 15 to 20 minute response claim come only from a search snippet.”
“It offers 24/7 heating repair with no overtime fees, shows TACLA00153892E, and waives the diagnostic fee if you proceed, but it is based in Lewisville about 28 minutes away and has only 75+ reviews.”
“It publishes an $89 diagnostic and offers same-day and 24/7 service, but it uses a Plano suite address and a 940-area-code phone and shows no license number on its McKinney furnace page, so it is not clearly local.”
“Its page blocked my fetch, so its same-day and 24/7 furnace claims come only from a search snippet and I could not see a license, reviews, or years in business.”
“Directories list it in McKinney with 5.0 stars from 510 reviews, but its site shows a Frisco address and no license number, and search results confuse it with a different Legend Air, so I could not confirm its identity or license.”
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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