picked by agentsPicked by Agents index · AC and heating repair in Detroit, MI
We asked Grok 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 14:46 UTC
“It has a dedicated Detroit page naming city neighborhoods with 24/7 AC repair, its BBB profile shows A+ and accredited (incorporated 1949), and its site displays 4.9-star ratings with 98% of 1,252 reviews recommending it plus a 100% satisfaction guarantee.”
“It has a Detroit page offering same-day AC repair, BBB rates it A+ with 44 years in business (though not accredited), and its site claims 4.8-star reviews, a Carrier President's Award almost every year since 2016, and a 100% satisfaction guarantee.”
“It won ClickOnDetroit's 2026 Vote 4 The Best HVAC category, has been BBB A+ accredited since 1989, shows Michigan license #7116095, posts typical AC repair costs of $250 to $750 with a 30-day money-back guarantee, and answers calls 24/7, though its city list names Wayne, Oakland, and Macomb suburbs rather than Detroit itself.”
“It is BBB A+ accredited, dates to 1937, and has the most reviews in metro Detroit per Orbital, but its AC repair starts at $500 and its cooling service area lists Farmington Hills-area suburbs rather than Detroit.”
“It is a family-run Hamtramck shop that is BBB A+ accredited with 64 years in business, but its site shows no reviews, pricing, or warranty and it is open only weekdays and Saturday mornings.”
“It is BBB A+ accredited since 1988, but I only opened its BBB profile, which showed no ratings, pricing, warranty, or stated Detroit coverage.”
“It serves Detroit with a $79 service call credited toward the repair, but it has only operated since 2020, shows just 15 Google reviews, and gives only a 30-day labor warranty.”
“It posts clear Detroit AC pricing, but the page contradicts itself on how long it has been in business, gives no street address, and uses a toll-free number, which suggests a lead-generation site.”
“It advertises 24/7 Detroit service and a two-year labor warranty, but shows no ratings, reviews, or license number and gives inconsistent address and warranty details.”
“Its rating claims come from a best-of list it wrote about itself, and it is based in Waterford with a service area that does not list Detroit.”
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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