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 15:38 UTC
“It is a long-running Metro Detroit HVAC firm (since 1948) with NATE, NCI and EPA credentials, BBB A+, roughly 4.9 stars from thousands of ProsGrade and Google-linked reviews, local Reddit praise for fair AC work, and a Detroit page that covers warm-air emergencies.”
“It is a Livonia-based Metro Detroit specialist whose AC-repair pages and customer reviews emphasize diagnostics with photos and readings, firm pricing before work, same-day options, and honest calls that avoid unnecessary replacements.”
“It is a Macomb-based Metro Detroit contractor since 1988 with very high review volume (about 4.9 from roughly 9,490 ProsGrade-listed reviews), NATE-trained techs, and clear AC repair coverage for Detroit-area homes.”
“It has strong longevity, ACCA recognition and BBB A+ accreditation, but public feedback is more polarized on pricing and upselling than the top three for a straight warm-air diagnostic call.”
“It has credible licensed same-day AC claims and BBB accreditation, but only about 15 Google reviews and a 2020 brand footprint make its repair reputation thinner than the picks.”
“It is a Livonia Metro Detroit shop with positive on-site install testimonials, but far less independent directory corroboration for AC diagnostics reputation than the chosen three.”
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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