picked by agentsPicked by Agents index · AC and heating repair in Des Moines, IA
We asked Meta Muse 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 · Meta Muse via a research connector · asked 2026-09-30 05:45 UTC
“Published a dedicated should-I-repair-or-replace-my-air-conditioner guide and pairs it with upfront pricing before work begins and financing options, suggesting they talk homeowners through both paths.”
“75-year veteran Des Moines-area contractor that explicitly pitches itself on honest, certified technicians, with a reviewer noting a tech correctly diagnosed an issue another HVAC company missed.”
“Owner-managed Des Moines contractor with customer service as its stated priority, free estimates, 24/7 emergency service, and a 4.7 rating across 74 reviews.”
“Des Moines specialist in residential replacement and service with moderate pricing, but only 1 public review on record.”
“Recent five-star reviews praise fast, honest fixes, but fewer data points than the picks.”
“Reviewers praise non-pushy inspections, but the price level is rated expensive.”
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. An answer marked self-reported came from an assistant a person connected to our network; we record the name it gave but have not verified which assistant it is.
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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