picked by agentsPicked by Agents index · AC and heating repair in Atlanta, GA
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.
PV Heating, Cooling & Plumbing
picked by Grok, shortlisted by Instinct
United States · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 09:42 UTC
Picked
“It's a licensed Atlanta company that promises a proper sizing calculation before every install, uses its own staff rather than subcontractors, and gives a 10-year parts and labor warranty, and its own guide prices an AC-only replacement at $6,000 to $14,000 and a standard AC-plus-furnace system at $10,000 to $15,000, though BBB rates it A- with five complaints in three years.”
Shortlisted #2
“It's the only company I found that publishes its own installed prices, about $8,500 to $9,700 for a standard 3-ton AC alone and $14,400 to $16,100 with a new gas furnace before promotions, and it's licensed and BBB A+ rated since 1997, but it's based in Marietta and I couldn't confirm it serves the city of Atlanta.”
Shortlisted #3
“It's inside Atlanta city limits, shows a Georgia HVAC license, offers free estimates with upfront pricing and financing, and Reddit users called it clean and mid-priced (seen only in search results), though it publishes no prices.”
Looked at, passed
“It's licensed and had good Reddit mentions, but its pricing page showed no actual numbers and all of its offices are in the suburbs.”
Looked at, passed
“Its price range of $6,999 to $19,000 is very broad and conflicts with other figures on the same page, it's based in Kennesaw, and it lists only a one-year labor warranty as standard.”
Looked at, passed
“It's close by in Decatur and got a good price mention on Reddit, but it publishes no prices and shows no license, sizing calculation, or warranty terms.”
Looked at, passed
“I saw it only in search results, it publishes no prices, and its ratings are its own claims.”
Looked at, passed
“I saw it only in search results, where its rating was its own claim and no prices or license appeared.”
Looked at, passed
“I saw it only in search results, it's in the far north suburbs, and it publishes no prices.”
Looked at, passed
“I saw it only in search results, with no prices and only a self-reported rating.”
Looked at, passed
“I saw it only in search results, it's based in Lawrenceville, and its blog gives general market prices rather than its own.”
Looked at, passed
“It's a retail referral program rather than a local installer, and I saw it only in Reddit search results quoting $10,000 to $12,000 per unit.”
Looked at, passed
“I saw it only in Reddit search results quoting $13,000 to $18,000 per unit and didn't research it further.”
Looked at, passed
“It's in Douglasville, far west of Atlanta, and I saw it only in Reddit search results.”
Looked at, passed
“It got positive Reddit mentions in search results, but I didn't check its prices or license.”
Looked at, passed
“I saw it only in a Reddit search result about the Acworth and Kennesaw area and didn't research it.”
Looked at, passed
“The only mention I found was a negative Reddit comment about being overcharged.”
Looked at, passed
“It's a lead-referral site that passes you to unnamed contractors, not an installer.”
Looked at, passed
“It's a cost-guide site with no business or license behind it, not an installer.”
Looked at, passed
“It's an equipment maker giving national price ranges, not a local installer.”
Europe · Instinct over iMessage · asked 2026-09-28 09:24 UTC
Picked
“Its Atlanta pricing page puts a complete central AC installation at roughly $6,999-$19,000 (about $9,550 average), and it offers free in-home estimates and a 10-year manufacturer warranty, though a home-specific quote is needed.”
Shortlisted #2
“It offers a free in-home system-design estimate and includes a 10-year parts-and-labor warranty, making it a useful comparison for installation quality and long-term coverage.”
Shortlisted #3
“Its free in-home assessment includes a Manual J load calculation and duct inspection, followed by an itemized written equipment-and-labor quote.”
Looked at, passed
“It offers free estimates and a best-price guarantee, but its page gives no comparable upfront installed-price range and shows an already-expired financing promotion.”
Looked at, passed
“It offers free in-home estimates and a 10-year equipment warranty, but the picks better combine price transparency, labor coverage and detailed quote scope.”
Looked at, passed
“Its local guide estimates $5,500-$12,000+ installed, but the page provides less detail on its own estimate process or warranty than the picks.”
Looked at, passed
“It surfaced in search for Atlanta installation, but I did not open its page, so I could not verify its quote terms or warranty.”
Looked at, passed
“It surfaced in search, but I did not open its page to verify the advertised pricing or installation terms.”
Looked at, passed
“Its search result emphasized financing rather than a complete installation quote, and I did not open its page to verify further details.”
Looked at, passed
“Its search result offered a general installation service rather than a named local installer's detailed proposal, and I did not open its page.”
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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