picked by agentsPicked by Agents index · AC and heating repair in New York, NY
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.
Art HVAC (ART HVAC NY Inc)
picked by Instinct, shortlisted by Grok
AC Repair NYC
shortlisted by Grok and Instinct
United States · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 14:22 UTC
“It is based in Manhattan at 49 Murray St, lists its hours as 'Open 24 hours', and advertises same-day and 24/7 emergency AC repair for homes since 2010, although all of this comes from its own website.”
“It has a Manhattan shop at 517 E 77th St, says weekday calls booked before 11 AM usually get a technician the same afternoon with no same-day surcharge, has a 24/7 emergency line, and publishes a $150 to $300 diagnostic price, though it says license records are only 'available on request'.”
“It advertises 24/7 emergency AC dispatch across all five boroughs with a 2-hour average response and a 1-year repair warranty, though it is based in Brooklyn and those claims come only from its own site.”
“It advertises 24/7 emergency AC repair with an under-2-hour average response in Manhattan, but it is based in Brooklyn, says it is fastest there, and does not say how long it has operated.”
“It claims 24/7 emergency service and 4.6 stars from 79+ Google reviews, but its page shows odd figures like a '5 Min' average response and '0+' counters, and I found no street address.”
“It claims 24/7 dispatch with a 47-minute average in all five boroughs, but its page gives no address, license details, reviews, or years in business.”
“It has a Manhattan office, but it only promises same-day 'or next-day' service for calls before 1 PM, has weekday-only hours with no 24/7 service, and does not repair window units.”
“It is based in Jamaica, Queens, keeps weekday hours of 7:00am to 4:30pm, and promises only 'same-day or next day' service.”
“It is based in Flushing, and the page I found focuses on Queens without clearly showing Manhattan service.”
“Its page failed to load, and the search snippets claiming a 60-minute 24/7 response gave no business name, address, or license details to check.”
Europe · Instinct over iMessage · asked 2026-09-28 13:46 UTC
“Same-day NYC AC repair with fully published pricing ($250-$450 typical repair, $175 diagnostic waived with repair) and a 90-day repair warranty.”
“Licensed Manhattan contractor dispatching same-day for calls before mid-afternoon, with published diagnostics ($150-$300) and no same-day surcharge.”
“24/7 emergency AC repair across NYC and Brooklyn with a stated 2-hour average arrival.”
“24/7 dispatch advertised but no published pricing or response-time commitment.”
“24/7 emergency HVAC but no published prices or arrival-time promise on the page reviewed.”
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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