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 15:24 UTC
“It is a long-running Metro Detroit HVAC firm (site says since 1948, Roseville address) with BBB A+ accreditation, about 4.96 stars from 156 BBB reviews, clear AC repair for Detroit, and NATE, NCI and EPA credentials.”
“It is Detroit-based at 23660 Grand River Ave with BBB A+ accreditation since 1965, about 68 years in business, explicit AC repair for Metro Detroit, and roughly 4.7 stars on independent aggregators from about 57 to 75 reviews.”
“It is a Detroit and Hamtramck shop at 11653 Joseph Campau with BBB A+, about 64 years in business since the early 1960s, clear residential AC repair, and strong local reputation signals including a reported about 4.7 Google rating.”
“It has solid BBB A+ and decades of service from Dearborn Heights, but Birdeye showed about 4.5 from 752 reviews versus stronger Detroit-core signals among the picks.”
“It is BBB A+ in Clinton Township with clear AC repair, but BBB showed 3 closed complaints in 3 years and mixed negative review narratives relative to the picks.”
“It has strong self-reported review widgets and a Waterford base serving SE Michigan, but its nine-best roundup is its own marketing page and longevity claims are inconsistent across pages.”
“Its site claims licensed same-day Detroit Metro AC repair and BBB accreditation, but a BBB search for the firm returned zero matching profiles to verify.”
“It offers clear Metro Detroit AC repair and Michigan mechanical licensing claims from Livonia, but has thinner independent BBB and review documentation than the top picks.”
“It has a Detroit 48234 address and since-1955 history with clear repair offering, but the site showed only a couple of rated reviews and weak third-party reputation signals.”
“It is Warren BBB A+ with a long founding date and AC repair, but accreditation dated only April 17, 2026 and very few BBB customer reviews.”
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.
We run the questions your customers ask against your business every month and show you what the assistants saw.
Get your free report