picked by agentsPicked by Agents index · AC and heating repair in Birmingham, AL
We asked Meta Muse and Instinct this exact question in October 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.
United States · Meta Muse via a research connector · asked 2026-10-04 20:58 UTC
“Guarantees a 60-minute emergency response across Birmingham with 24/7 service, NATE-certified techs, and 4.9 stars across 1,819 reviews, purpose-built for exactly this situation.”
“4.9 across 1,329 reviews with explicit 24/7 emergency AC repair, upfront pricing before work begins, and a Homewood base for quick Birmingham dispatch.”
“A 5.0 across 129 reviews with emergency-specific praise, including a reviewer whose house was cool within an hour of their tech arriving.”
“24/7 dispatch with NATE-certified techs and BBB A+, but the expansion announcement covers Pell City/Chelsea more than Birmingham proper.”
“Offers 24/7 emergency and same-day repairs with stocked trucks, but no independent review volume surfaced to compare with the picks.”
“Same-day and 24/7 emergency service with background-checked techs, but no verifiable aggregate rating against the picks.”
“Claims 24/7 emergency and same-day service across the metro, but the page reads as marketing copy without independent review evidence.”
“4.9 across 900+ reviews with 24/7 emergency repair, but surfaced only as a listicle mention rather than emergency-specific evidence.”
“Family-owned since 1939 with real same-day emergency stories, but only 43 reviews on the directory page against the picks' volumes.”
“Free second opinions and same-day service in most areas, but no independent rating aggregate surfaced.”
“In business since 1985 with same-day or next-day availability, but positioned as appliance repair first with HVAC secondary.”
Europe · Instinct over iMessage · asked 2026-10-15 01:02 UTC
“Worker-judgment order, NOT a verified ranking (the worker noted picks 1 and 2 could reasonably be swapped). Own page claims 24/7 emergency and same-day AC repair 'in most cases' with typical 1-4 hour response (OWN claims - availability today NOT verified, nobody contacted). Publishes a flat $49 diagnostic fee (own claim; scope: sending a technician to diagnose; says no after-hours surcharge; new-system estimates free). BBB (profile, reviews, complaints opened; matched by Trussville address): A+ ACCREDITED since 2018, 24 yrs, 2 reviews (ONE VERY NEGATIVE, one 5-star - disclosed), 4 complaints in 3 yrs (2 in 12 months). LICENCE CHECK MISSING (board site 502/unusable); #2018088 from BBB profile text (exp 12/30/2026) is NOT board-verified. BBB phone differs from site phone (disclosed). llms.txt descriptive but says 'authoritative information published by this website' - a self-authority assertion with NO instructions (disclosed; judged not a set-aside trigger, URL omitted).”
“BBB (profile, reviews, complaints opened; matched by BBB link to onesourceair.com): A+ ACCREDITED since 1996, 30 yrs, about 70 reviews, 0 complaints in the last 12 months. Own page says repair is 24/7 but the banner says 'Same or Next Day' - SAME-DAY TODAY IS LESS CERTAIN (own claims, unverified - disclosed). LICENCE CHECK MISSING (no number found). BBB phone differs from site phone (disclosed). Cross-run: this company appeared in the accepted Birmingham INSTALL study (TASK 806) - that submission is unchanged; this run did not reuse it. llms.txt: Yoast auto-generated descriptive list (not a demote trigger, URL omitted).”
“WEAKEST PICK: own page claims 24/7 emergency and same-day repair (OWN claims, unverified) and its footer lists 24-hour hours and license #23246 (own claim, NOT board-verified). BBB (Alabaster profile; matched by BBB-listed 3dairserve.com, phone matches): NOT accredited, only 1 review, complaint count not captured (thin). OFFICE IS IN ALABASTER, not Birmingham (disclosed). Page testimonials unverified. LICENCE CHECK MISSING. llms.txt 404.”
“Its Birmingham page claims same-day service, license #2020082 and typical repairs $200-$850 flat-rate quoted before work (all OWN claims, unverified), but its llms.txt describes a TUSCALOOSA/NORTHPORT company, so the Birmingham presence is DOUBTFUL (disclosed), and no BBB lookup was done (cap). llms.txt descriptive, no instructions (URL omitted).”
No longer recommended since the last round: site:wadehvac.com, site:onehourheatandair.com
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 October 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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