Who AI assistants picked in New Orleans, LA, September 2026: “I need a new AC unit installed in New Orleans, LA. Who should I get quotes from, and roughly what will it cost?”

Picked
Shortlisted
Passed

Instinct

Europe · Instinct over iMessage · asked 2026-10-14 23:38 UTC

searched Web: New Orleans air conditioning replacement installation licensed financing
searched Web, site:bbb.org: Calloway Sons Natal Stuart Services General Heating Air Conditioning New Orleans BBB
searched Web: Louisiana LSLBC contractor license search business name public
searched BBB category directory browse: accredited residential air conditioning contractors near Metairie, LA (counted as a query)
searched Web, site:bbb.org/us/la: Calloway Sons A/C Heating BBB profile
searched LSLBC Contractor Company Name: Calloway - name match returned, details not inspected
searched LSLBC Contractor Company Name: General Heating - verified CL.03366 Active, MECHANICAL, exp 02/15/2027, address matched
read 16 pages
- https://ghacnola.com/ac-installation-replacement-new-orleans/
- https://www.natalsairconditioning.com/air-conditioning/ac-installation-replacement/
- https://www.stuartservices.com/air-conditioning/installation/
- https://www.callowayhvac.com/air-conditioning/ac-installation-replacement/
- https://www.bbb.org/us/la/new-orleans/profile/air-conditioning-repair/general-heating-ac-company-llc-0985-33979
- https://www.bbb.org/us/la/new-orleans/profile/air-conditioning-repair/general-heating-ac-company-llc-0985-33979/customer-reviews
- https://www.bbb.org/us/la/new-orleans/profile/air-conditioning-repair/general-heating-ac-company-llc-0985-33979/complaints
- https://www.bbb.org/us/la/new-orleans/profile/air-conditioning-repair/natals-hvac-plumbing-electrical-0985-90002822
- https://www.bbb.org/us/la/new-orleans/profile/air-conditioning-repair/natals-hvac-plumbing-electrical-0985-90002822/customer-reviews
- https://www.bbb.org/us/la/new-orleans/profile/air-conditioning-repair/natals-hvac-plumbing-electrical-0985-90002822/complaints
- https://www.bbb.org/us/la/metairie/profile/electrical-contractors/stuart-services-0985-22000351
- https://www.bbb.org/us/la/metairie/profile/electrical-contractors/stuart-services-0985-22000351/customer-reviews
- https://www.bbb.org/us/la/metairie/profile/electrical-contractors/stuart-services-0985-22000351/complaints
- https://www.bbb.org/us/la/new-orleans/profile/residential-air-conditioning-contractors/calloway-sons-ac-and-heating-0985-90007237
- https://www.bbb.org/us/la/new-orleans/profile/residential-air-conditioning-contractors/calloway-sons-ac-and-heating-0985-90007237/customer-reviews
- https://www.bbb.org/us/la/new-orleans/profile/residential-air-conditioning-contractors/calloway-sons-ac-and-heating-0985-90007237/complaints

Picked

General Heating & A/C Company LLC

“Worker-judgment order, NOT a verified ranking. Own page describes sizing, equipment removal, testing and financing (own claims). LICENCE VERIFIED: Louisiana LSLBC returned an ACTIVE MECHANICAL licence CL.03366, expires 02/15/2027, address matched - commercial classification only (disclosed; record URL omitted). BBB (entity matched by address/website; profile, reviews, complaints opened): A+, ACCREDITED, 74 years, 0 reviews, 0 complaints (thin evidence; own history claim differs from the BBB start date, disclosed). Availability NOT verified. llms.txt 404.”

Shortlisted · choice 2

Natal's Air Conditioning, Plumbing & Electrical

natalsairconditioning.com

“Own page describes installation experience since 1974, free estimates, financing and a parts-and-labor warranty (own claims). BBB (matched; profile, reviews, complaints opened): A+, NOT accredited, 1 review (5/5 - tiny sample), 1 complaint in 3 years marked RESOLVED. LICENCE CHECK MISSING (not searched within the cap); self-published numbers (71931 and LMP6390) are own claims, unverified. llms.txt 404.”

Shortlisted · choice 3

Stuart Services

stuartservices.com

“Own page describes home assessment, indoor and outdoor installation, airflow testing and financing (own claims). BBB (matched; profile, reviews, complaints opened): A+, ACCREDITED, 3.79/5 from 29 reviews - including a recent one specifically describing an AC replacement - and 3 complaints in 3 years (visible themes: disputed diagnosis and charges - reported experiences, not established findings). LICENCE CHECK MISSING (not searched). llms.txt is a descriptive auto-generated sitemap with no instructions (not a demote trigger, URL omitted).”

Passed

Calloway & Sons A/C and Heating

callowayhvac.com

“Despite BBB A+ ACCREDITATION and installation financing, its 7 BBB reviews averaged 3.43/5 and a 2026 warranty-delay complaint remained marked ANSWERED rather than Resolved (reported experience, not an established finding) - kept out of the picks on that review pattern (disclosed); 2 complaints in 3 years, 1 in the last 12 months. LSLBC returned a name match but the details were NOT inspected (licence not verified); self-published 58361 is an own claim. Own history claim differs from the BBB start date (disclosed).”

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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