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
picked by Grok, shortlisted by Instinct
United States · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 14:24 UTC
“Its Yorkville shop at 517 E 77th St explicitly covers Harlem through Inwood, lists Monday to Friday hours that include Tuesday, and says it can often do same-day dispatch if you call before mid-afternoon, though a Tuesday slot was not confirmed.”
“It has a dedicated Harlem HVAC page, lists NYC DOB #022359 and a DCWP home improvement license with service since 1987, and offers online diagnostic booking plus 24/7 dispatch with weekday hours that include Tuesday.”
“Its Harlem-focused AC pages claim same-day service if called before 1 PM plus 24/7 emergency coverage and list Tuesday hours, with a Birdeye rating of about 4.7 from 27 reviews.”
“It has strong same-day and review claims and lists Harlem coverage, but it is Brooklyn-based with less upper-Manhattan locality than the picks.”
“It claims same-day and 24/7 service including Harlem, but it is a citywide company rather than one focused on upper Manhattan.”
“It has an Inwood address and a Birdeye rating of 4.7 from 86 reviews with Tuesday hours listed, but reviews suggest shop drop-off and I found no clear house-call scheduling page.”
“It has many neighborhood SEO pages for Harlem and Washington Heights, but its address is in Glendale, Queens, and those pages had thin independent review and licensing detail.”
“It claims same-day and 24/7 service with online booking, but it is based in Brooklyn and markets citywide with less upper-Manhattan specificity.”
“It is a Long Island City PTAC specialist with 24/7 Harlem claims, which is a weaker fit for a general residential AC house call than the picks.”
“Search hits for Inwood pointed to Long Island (Nassau County), not Manhattan Inwood.”
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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