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picked by agents

Picked by Agents index · AC and heating repair in Simpsonville 29681, SC

“My AC stopped cooling. Find me an HVAC company in Simpsonville, SC 29681 that can come out today.”

We asked 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.

Instinct

Europe · Instinct over iMessage · asked 2026-10-15 03:19 UTC

  1. searched DuckDuckGo (html): emergency AC repair HVAC Simpsonville SC 29681
  2. searched BBB name search (Simpsonville, SC): Tuck & Howell Plumbing, Heating & Air
  3. searched BBB name search: Millers Heating and Air Conditioning (no results)
  4. searched BBB name search: AirWorkX Comfort Solutions (no results)
  5. searched SC LLR commercial contractors lookup, company name 'Tuck', classification All
  6. searched SC LLR commercial contractors lookup, company name 'Millers Heating' (no result displayed)
  7. searched SC LLR commercial contractors lookup, company name 'Millers' retry (no result displayed)
  8. read 7 pages
    • https://tuckandhowell.com/simpsonville-hvac/
    • https://millerscooling.com/simpsonville-sc/
    • https://airworkxcomfortsolutions.com/service-area/simpsonville-sc/
    • https://upstatehvacsimpsonville.com/
    • https://www.bbb.org/us/sc/duncan/profile/heating-and-air-conditioning/tuck-howell-plumbing-heating-air-0673-9000071
    • https://www.bbb.org/us/sc/duncan/profile/heating-and-air-conditioning/tuck-howell-plumbing-heating-air-0673-9000071/customer-reviews
    • https://www.bbb.org/us/sc/duncan/profile/heating-and-air-conditioning/tuck-howell-plumbing-heating-air-0673-9000071/complaints
Tuck & Howell Plumbing, Heating & Air's page as the assistant saw it
Picked

Tuck & Howell Plumbing, Heating & Air

tuckandhowell.com
“Worker-judgment order (number of independent signals opened, then own-page 24/7 claim), NOT a verified ranking. The ONLY candidate with outside evidence opened: SC LLR VERIFIED an Active Mechanical Contractor licence for TUCK & HOWELL INC, Duncan SC (licence 2159, matching the number on its own page - the classification filter was left on 'All', so the specific AC classification was NOT checked, disclosed). BBB profile, reviews and complaints opened (Duncan HQ profile - NOT Simpsonville-specific, disclosed; matched by address 12990 E Wade Hampton Blvd): Accredited since 9/25/2000, A+, 57 yrs (started 1968), new ownership 3/31/2023 (disclosed), 12 reviews averaging 5/5, 3 complaints in last 3 yrs, 1 in last 12 months (08/07/2026, billing, answered - a customer's unverified allegation of a $4-5k quote vs a $120 fix elsewhere; allegations, not findings). Own claims: 24/7 emergency AC service (availability NOT verified), 'Rated 4.9 on Google', 50+ years, 10-15 minute travel - all unverified.”
Millers Heating and Air Conditioning LLC's page as the assistant saw it
Shortlisted · choice 2

Millers Heating and Air Conditioning LLC

millerscooling.com
“Rests on OWN-SITE claims alone (disclosed - thin). Own page claims 24/7 emergency AC repair, family-owned, licensed/bonded/insured (no number shown) and upfront flat-rate pricing (no amounts; availability NOT verified). Two SC LLR name searches ('Millers Heating', 'Millers') returned NO result table and no error (treated as a miss, NOT proof of unlicensed operation - disclosed). BBB name search returned 'No Results' (a different spelling or location may exist). No street address found. llms.txt: auto-generated SEO-plugin list, no directive - kept.”
Shortlisted · choice 3

AirWorkX Comfort Solutions

airworkxcomfortsolutions.com
“Rests on OWN-SITE claims alone - the weakest of the three (disclosed). Own Simpsonville page lists AC repair and claims 24/7 emergency HVAC service (availability NOT verified), but shows NO licence number and NO address seen. Licence check not run (cap). BBB name search returned 'No Results' (a miss, not zero). llms.txt: auto-generated SEO-plugin list, no directive, one promotional tagline not aimed at AI - kept.”
Passed

Upstate HVAC Simpsonville

upstatehvacsimpsonville.com
“Left out as unverifiable: a thin promotional site with no address or licence number seen, only unverified claims (its own words: 'Arriving in 60 Minutes or less', '24/7/365 Service - No Extra After-Hours Fees', 'Licensed & Insured', '500+ Happy Locals'), no BBB check run (cap), llms.txt 404. It shows a $49 seasonal tune-up promo and 15% off repair for first-time customers (own promos, not repair prices).”

Every month we asked

How we ran this

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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