picked by agentsPicked by Agents index · AC and heating repair in Houston, TX
We asked Grok, Meta Muse 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.
House Pro Air Conditioning (House Pro, Inc.)
shortlisted by Grok and Instinct
United States · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 10:20 UTC
“Their Houston pages say they repair gas and electric furnaces and heat pumps and list 24-hour availability every day, show license TACLA103460E, show 4.7 stars from 10,839 reviews, promise no trip fee if you go ahead with the repair, and back work for up to two years; their BBB profile shows an A+ rating, accreditation since 1975, and 12 closed complaints in 3 years.”
“They have a dedicated furnace repair page that offers 24/7 emergency heating service and same-day appointments, a published $79 diagnostic for new customers (normally $129), license TACLA21463E, and 4.7 stars from 1,509 reviews; BBB shows an A+ rating, accreditation, and only 3 closed complaints in 3 years, though some reviews and one BBB complaint say they upsold home-warranty customers.”
“This is a family-owned Houston HVAC company serving the area since 1951, with license TACLB1009C, weekday hours of 8 to 5 plus stated 24/7 emergency heating and cooling help, and a BBB A+ accredited profile with zero complaints in 3 years; the catch is that its site has no furnace-specific page and no review count of its own.”
“It was a close fourth, with a clear furnace repair page, a 24/7 phone line, and BBB A+ with 2 closed complaints, but BBB lists the current business as started in 2023 (the site claims 40+ years through earlier companies) and I did not see a TDLR license number on the page I read.”
“It offers same-day and emergency heating repair, shows license TACLA135747C, claims 4.7 stars from 11,600+ reviews, and BBB rates it A+ accredited, but BBB shows 48 closed complaints in 3 years (15 in the last 12 months), far more than my picks, and a search snippet mentioned pricing and upselling complaints elsewhere.”
“The page lists a lot: a $95 diagnostic waived if you go ahead, a 2-year parts and labor warranty, 24/7 service, a 1-3 hour response, and license TACLB9265E, but the business address is in Pattison (far west of Houston), there is a $150 after-hours fee, and I did not check its BBB profile or reviews.”
“BBB shows a C rating, no accreditation, 52 closed complaints in 3 years, and a Pattern of Complaints alert.”
“I only saw it in a search snippet claiming 24/7 furnace and heat pump repair and never opened its page or checked BBB.”
“Snippet only (same-day when possible, free estimates, north Houston area); I never opened its page or checked license or BBB.”
“Snippet only, claiming 24/7 dispatch with no after-hours surcharge and license TACLA72152E; I never opened the page or verified the license or BBB.”
“Snippet only; the site has a generic name and no clear business identity, it may be a lead-generation site, and I never opened it.”
“I only saw a HomeAdvisor snippet (4.8 from 511 reviews, only 4 of them for gas furnace service), never opened the page, and it is a Dallas company that recently expanded to Houston.”
“Snippet only from a third-party scoring site, which described it as mainly AC-focused and said its BBB status was NR and not accredited; I never opened its own site.”
Meta Muse via a research connector · asked 2026-09-25 16:13 UTC
“Largest verified review base in Houston (4.7/5, 11,612 reviews) with 24-hour emergency heating repair and same-day service explicitly offered on their heating page.”
“Licensed and insured (TACLB64349E) local Houston company advertising 24/7 emergency and same-day furnace repairs for all brands, with upfront pricing.”
“Serves Houston and West Houston, offers same-day appointments with licensed techs (TACLA30277E), and repair most major furnace brands.”
Europe · Instinct over iMessage · asked 2026-09-28 10:27 UTC
“Its Houston furnace-repair page is the most transparent for a dead furnace: a published price table ($89-$129 diagnostic, $150-$350 minor repair, ignitor $200-$400), 24/7 emergency dispatch, same-day response, license TACLA00126275E, 262+ 5-star Google reviews and a 1-year parts and labor warranty, though review counts are self-reported.”
“Its furnace-repair page promises same-day dispatch across Houston, licensed contractors who fix all furnace types, a full repair price given and locked before any work begins with no hidden diagnostic fees and free estimates, and trucks stocked with common parts for one-visit fixes, though it posts no review count or license number on this page.”
“Its emergency furnace page offers 24/7 emergency furnace repair with same-day or after-hours response from licensed technicians on all makes and models, backed by the deepest review base of the group at 1,509 reviews, though a few displayed reviews complain of upselling and its pricing is not published.”
“It is licensed (TACLB135286E), open 24/7 and offers same-day heating and furnace repair across Houston and Sugar Land, but publishes no pricing, review count or warranty detail to compare against the picks.”
“A 40-plus-year Houston company offering same-day service, 24/7 response, a $50-off coupon on $300-plus repairs and 1,254 reviews, but it posts no diagnostic fee or repair pricing so cost transparency is weaker than the picks.”
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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