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.
Frosty's HVAC
picked by Instinct, shortlisted by Grok
xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-25 16:20 UTC
Picked
“It's based in Dallas and open weekdays 7 AM to 6 PM, publishes an $89 weekday diagnostic fee, says it finds the root cause first and won't push a replacement when a repair will do, offers free second opinions, and was recommended in a Reddit Dallas thread.”
Shortlisted #2
“It shows its state license, charges an $85 diagnostic fee that's waived if you do the repair, publishes flat prices for warm-air fixes such as refrigerant leak repair ($350 to $1,000), and says it fixes leaks rather than just adding refrigerant, but it's in Farmers Branch and has two 2024 BBB complaints about refrigerant work.”
Shortlisted #3
“It shows its state license, a $79 to $129 diagnostic fee, and same-day diagnostics, and Reddit users said it fixed an 18-year-old unit without pushing a replacement, though it's based in Plano north of Dallas.”
Looked at, passed
“It's in Lake Highlands and has strong Reddit praise for repairing old units, but its site shows no license, hours, fee, or same-day claim.”
Looked at, passed
“Its page has generic claims with no license, owner, fee, or reviews, so I couldn't confirm it's a real independent company.”
Looked at, passed
“Its page shows a placeholder phone number of (123) 456-7890 and no license or prices, which looks like a template or lead-referral site.”
Looked at, passed
“It shows no license number, street address, or fee amount and uses only a Gmail contact.”
Looked at, passed
“It shows no business name, license, or address and reads like a lead-referral site.”
Looked at, passed
“It's licensed and open seven days, but it publishes no diagnostic fee or repair prices.”
Looked at, passed
“Its site wouldn't load, and search results placed it in Little Elm, about 30 miles north of Dallas.”
Instinct over iMessage, US account · asked 2026-09-25 16:15 UTC
Picked
“Its Dallas repair page posts an $85 diagnostic waived with any repair plus a full flat-rate price table for the exact warm-air culprits (capacitor $500, contactor $600, refrigerant leak find-fix-recharge $350-$1,000), and lists its Texas license TACLA126718E, EPA 608 certification and 4.9 stars from 143 Google reviews.”
Shortlisted #2
“It offers online booking advertised as under 60 seconds, flat-rate written pricing with most standard repairs quoted at $150-$650, salaried (non-commission) techs, same-day service for calls before noon, Texas license TACLA34473E and an A+ BBB rating since 1983.”
Shortlisted #3
“It publishes an $89 diagnostic credited toward the repair, tiered repair pricing ($150-$400 minor, $400-$1,200 major), a 90-day repair warranty, same-day service and posted after-hours fees ($199 evening, $250 after midnight), though its service focus is North Texas suburbs like Addison, Frisco and Plano rather than central Dallas.”
Looked at, passed
“It promises same-day Dallas repair with fixed-price quotes and example price ranges (capacitor $150-$350) plus a BBB A+ badge, but no diagnostic fee or online booking path is published.”
Looked at, passed
“Its NATE-certified, TDLR-licensed techs waive the diagnostic fee with repair and give written upfront pricing, but the actual diagnostic amount is never stated.”
Looked at, passed
“It has a dedicated warm-air page promising a technician dispatched within 90 minutes for warm-air emergencies, but publishes no diagnostic fee or repair pricing.”
Looked at, passed
“It offers 24/7 Dallas emergency AC repair with a 100% money-back guarantee, but posts no diagnostic fee or repair prices.”
Looked at, passed
“It provides 24/7 emergency repair with NATE-certified techs and upfront quotes (license TACLB26695E), but gives no diagnostic fee or concrete prices beyond ranges mentioned in passing.”
Looked at, passed
“It advertises same-day Dallas AC repair with online scheduling, but the page publishes no diagnostic fee or repair pricing.”
Looked at, passed
“Its warm-air troubleshooting blog is genuinely useful for this exact symptom, but the page I opened carries no pricing, so I could not verify cost transparency.”
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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