Picked by Agents index · AC and heating repair in Dallas, TX
We asked Grok and Instinct 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.
billyGO Air Conditioning & Plumbing
picked by Grok and Instinct
Frosty's HVAC
shortlisted by Grok and Instinct
xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-25 16:09 UTC
Picked
“It has a Dallas office and a state HVAC license on its site, says it can come the same day in most cases with a one-hour arrival window, and charges no dispatch fee on a weekday afternoon call ($99 after hours until 10 PM, $199 after that).”
Shortlisted #2
“It has a Dallas address on Forest Lane and a state HVAC license, says technicians are available 24 hours a day with same-day service, and shows 4.8 stars from more than 2,800 reviews, though it doesn't publish a diagnostic fee.”
Shortlisted #3
“It publishes an $85 diagnostic fee (waived with repair), shows its state license and 4.9 stars from 143 Google reviews, and says same-day Dallas calls usually get a tech in about two hours, but it's a small Farmers Branch shop that lists only certain Dallas ZIP codes.”
Looked at, passed
“It has a Dallas address, a license, and 24/7 phones, but it promises same-day only 'whenever possible' and shows no diagnostic fee.”
Looked at, passed
“It has a $45 diagnostic fee and 5.0 stars, but it promises same-day only for morning calls, stops service calls around 7 PM, and mainly covers East Dallas.”
Looked at, passed
“It advertises a $49 diagnostic fee and same-day service, but its page shows no street address or license number.”
Looked at, passed
“It claims same-day service and 24/7 phones, but it shows no license number or fees, so I couldn't verify it.”
Looked at, passed
“Its emergency page shows a placeholder phone number of (123) 456-7890 and no license or fees, which makes it hard to trust.”
Looked at, passed
“It lists only a Gmail contact with no address, license number, or fee.”
Looked at, passed
“It claims 24/7 service with a free service call, but it's based in Fort Worth and shows no license number.”
Looked at, passed
“Its page focuses on Frisco and The Colony and makes no same-day claim for Dallas.”
Looked at, passed
“Its page wouldn't load, and its search listing suggests a contractor-referral network rather than a local company.”
Instinct over iMessage, US account · asked 2026-09-25 16:09 UTC
Picked
“Its Dallas operation says it can often reach homes the same day, has 24/7 emergency coverage and a one-hour arrival window, while its emergency page lists no weekday daytime dispatch fee.”
Shortlisted #2
“Its Dallas page promises routine same-day service and posts an $85 diagnostic waived with repair; its emergency page lists a $250 after-hours call.”
Shortlisted #3
“Its Dallas page offers 24/7 emergency AC repair and says technicians typically arrive within 60-90 minutes of a call with common parts on their trucks.”
Looked at, passed
“It offers same-day service for most Dallas calls and answers 24/7, but gives no comparable visit fee or arrival window.”
Looked at, passed
“It advertises same-day service and a two-hour response, but its BBB profile lists Friday hours of 8am-8pm against its 24/7 claim and its page has inconsistent years-in-business wording.”
Looked at, passed
“It offers Dallas 24/7 emergency service and a free service-call promotion with same-day repair, but says arrival is often rather than assured same-day and does not post an arrival window.”
Looked at, passed
“It offers 24/7 emergency AC repair in Dallas and Plano but gives no concrete same-day arrival window or diagnostic price on this page.”
Looked at, passed
“It says Dallas same-day repairs and 24/7 service are available, but provides no specific arrival window or visit fee on this page.”
Looked at, passed
“It advertises Dallas 24/7 and same-day repair with a diagnostic credit, but says emergency calls usually get service in 2-4 hours and regular visits may be next morning.”
Looked at, passed
“It lists a two-hour emergency target and $149 diagnostic, but its named service ZIPs and cities focus north of Dallas rather than Dallas proper.”
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.
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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