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.
United States · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 14:35 UTC
“Its Manhattan residential AC page covers warm-air, refrigerant, and compressor diagnosis with 24/7 emergency service, and third-party ratings sit around 4.7 across roughly 1,075 to 1,092 Google reviews with a company history since 1906.”
“It serves Manhattan, Brooklyn, and Queens with residential AC repair and published 24/7 dispatch, and an August 2026 editorial cross-check cites Google about 4.9 from 210 reviews under an affiliated name plus Yelp 4.7 from 94 and 4.9 from 47.”
“It offers Manhattan and Brooklyn same-day residential HVAC if you call before 1 PM, describes a detailed refrigerant-leak process with EPA 608 Universal certification, and posts transparent diagnostic fees of $150 in Manhattan and $100 in Brooklyn that apply to the repair.”
“It has a long history and an active NYC home improvement license, but its ratings are mixed (Google about 4.1 from 57, Yelp about 1.8 from 21) and it focuses more on commercial and luxury work.”
“Its site claims EPA 608 certification and refrigerant work from a Manhattan shop, but I did not find independent rating counts or a verified license on the third-party pages I opened.”
“Its site covers warm-air, refrigerant, and compressor repairs with a claimed 24/7 response of about two hours, but the sources I opened did not show strong independent review volume.”
“A directory listing shows about 4.7 from 39 reviews and 24/7 HVAC, but its company AC pages were blocked and the review sample is much smaller than Petri or Fusion.”
“Its same-day and two-hour claims are only on its own site, and I opened no third-party ratings for it.”
“Angi shows 5.0 from only one review and lists no emergency service, which is too little evidence for a first call.”
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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