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.
AC Repair NYC (acrepair.nyc)
shortlisted by Grok and Instinct
United States · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 13:54 UTC
“Its emergency page says a dispatcher answers 24/7 for residential AC emergencies in all five boroughs, and it lists an NYC DOB contractor number (#022359), a DCWP home improvement license (#2135244-DCWP), and service since 1987, though it dispatches by severity and promises no exact arrival time.”
“It is based on E 77th St in Manhattan, and its same-day page says calls booked before 11 AM usually get a technician that afternoon, Manhattan is usually reached within about two hours, and the emergency line is answered 24/7, though license records are only 'available on request'.”
“It is based on Murray St in Lower Manhattan, says it has operated since 2010, is listed as open 24 hours, and advertises same-day and 24/7 emergency residential AC repair across NYC, though its site shows no license number.”
“It advertises same-day 24/7 service with a 2-hour average response, but it is based in Brooklyn and its page shows no license number or years in business.”
“It advertises 24/7 emergency AC repair covering Manhattan, but it is based in Brooklyn, says its fastest response is in Brooklyn, uses a Gmail address, and shows no license number.”
“It claims same-day 24/7 service and a 60-minute average arrival, but its homepage gives no street address, license number, or years in business to check.”
“It advertises 24/7 dispatch in all five boroughs, but its page shows no address, license number, or years in business, and it says emergency rates apply after hours.”
“It claims same-day AC repair in Manhattan, but its header lists 8am to 6pm hours, the page contains placeholder 'lorem ipsum' text, and it shows no license number.”
“It is in Manhattan with certified technicians and says it handles emergencies seven days a week, but its homepage never clearly promises same-day service and one featured review says they came the next day.”
“I only saw it in search snippets claiming 24/7 service and did not open the site, and the snippets showed no address or license number.”
“I only saw it in a search snippet advertising same-day repair from 7 AM to 9 PM and did not open the site, and the snippet showed no after-hours emergency service.”
Europe · Instinct over iMessage · asked 2026-09-28 13:46 UTC
“NYC HVAC company offering same-day AC repair with fully published pricing ($250-$450 typical repair, $175 diagnostic waived with repair) and a 90-day repair warranty.”
“Licensed Manhattan contractor (517 E 77th St) dispatching same-day when you call before mid-afternoon, with published diagnostic fees ($150-$300) and no same-day surcharge.”
“24/7 emergency AC repair across NYC and Brooklyn with a stated average arrival time of 2 hours.”
“Advertises 24/7 fast dispatch but publishes no pricing or specific response-time commitment.”
“24/7 residential and commercial 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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