picked by agentsPicked by Agents index · AC and heating repair in Houston, 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.
United States · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 10:24 UTC
Picked
“Their AC repair page promises 24/7 emergency service in Houston, their site shows license TACLB 81200E and up to 10 years of parts and labor warranty, and their BBB profile shows an A+ rating, accreditation since 2011, and only 1 complaint in the last 3 years.”
Shortlisted #2
“Their Houston emergency page offers 24/7 AC repair, shows license TACLA103460E, and displays a 4.7 rating from 10,839 reviews, and their BBB profile shows an A+ rating, accreditation since 1975, and 12 complaints in 3 years, which is modest for a company that size.”
Shortlisted #3
“Their site lists 24/7 operating hours, same-day service, emergency AC repair, Houston as a service area, and license TACLB135286E, and their BBB profile shows an A+ rating, accreditation since 2018, 22 years in business, and 0 complaints.”
Looked at, passed
“Its site offers 24/7 emergency AC repair, is waiving after-hours fees for HVAC calls, and shows license TACLB00110099E, but its BBB page shows 142 complaints in 3 years (55 closed in the last 12 months) despite the A+ rating, so I left it out of the top three even with a 4.7 rating from 2,964 reviews on HomeAdvisor.”
Looked at, passed
“I never opened this page, and the search snippets contradict each other: one page says there is no after-hours surcharge while another says after-hours rates may apply, and the diagnostic fee shows as both $85 and $89.”
Looked at, passed
“I never opened this page, and the snippets contradict themselves on Google review count (156+ in one place, 347 in another), and I could not confirm its BBB A+ claim.”
Looked at, passed
“I never opened this page; the snippet shows 24/7 emergency service and a 4.7 rating from 1,509 reviews, but I had no BBB or license check, and one snippet review complained about upselling.”
Looked at, passed
“I never opened this page; the snippet shows 24/7 dispatch and license TACLA011844E, but the review count is small (4.8 from 144+) and I did no BBB check.”
Looked at, passed
“I never opened this page; the snippet says same-day is realistic mostly for calls placed before noon and it focuses on south Houston, so it may not cover every part of the city.”
Looked at, passed
“I never opened this page; the snippet shows license TACLA #00051749C and a 4.9 rating from 200 reviews, but it describes a morning-call, same-day model rather than 24/7 service.”
Looked at, passed
“I only saw third-party snippets (BBB A+, 4.8 from 2,915+ Google reviews), and one of them lists its hours as closing at 7 PM and closed Sunday.”
Looked at, passed
“I only saw third-party snippets (4.9 from 2,595+ reviews), and one of them lists it as closing at 7 PM, with no 24/7 claim that I checked.”
Looked at, passed
“I only saw third-party snippets (BBB A+, 0 complaints), and they suggest weekday business hours with no 24/7 or emergency service.”
Looked at, passed
“I only saw a third-party snippet, which says it closes at 5 PM.”
Looked at, passed
“I only saw a third-party snippet (4.9 from 371 reviews, open 24 hours) and never opened its site or BBB page.”
Europe · Instinct over iMessage · asked 2026-09-28 10:29 UTC
Picked
“Its emergency page is the most concrete for a same-day callout: published typical arrival windows (2 hours inside Houston, 2-4 hours in the suburbs for calls before 8 PM), a flat $89 diagnostic with no after-hours uplift that is applied to the repair, real per-component price ranges, and licensed NATE-certified technicians, though the review count shown is self-reported.”
Shortlisted #2
“Its same-day page promises same-day repair in almost every case for morning calls across southwest Houston with a 24-hour answered phone, honest triage about what can safely wait, NATE-certified techs, license TACLA #00051749C, 4.9 stars from 200 Google reviews and a written quote before work, though a fully booked day can push a late call to tomorrow and the diagnostic fee amount is not posted.”
Shortlisted #3
“It answers emergency AC calls 24/7/365 with rapid dispatch, stocked trucks for first-visit repairs and a $79 new-customer diagnostic (normally $129), backed by the deepest review base of the group at 1,509 Google reviews, though a few displayed reviews complain of upselling and after-hours fees may apply.”
Looked at, passed
“It offers 24-hour emergency AC repair across Houston neighborhoods and lists the common failures it fixes, but publishes no pricing, arrival windows, review count or license number to compare against the picks.”
Looked at, passed
“It claims technicians dispatched in under 60 minutes around the clock with stocked trucks and a parts-and-labor warranty, but the page shows a placeholder phone number ((123) 456-7890) alongside its real one and no pricing, reviews or license, which undercuts trust in the dispatch claim.”
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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