picked by agentsPicked by Agents index · AC and heating repair in Knoxville 37922, TN
We asked Meta Muse and Instinct this exact question in October 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 2026-10-04 15:40 UTC
“Voted Knoxville's Best Heating & Cooling Company by Knoxville News Sentinel readers, in business since 1998, with 4.5 stars across 245 reviews and a same-day-service-or-free guarantee.”
“Knoxville location rated 4.9 across 319 reviews, with reviewers specifically praising new AC unit installs and the company's satisfaction guarantee.”
“Third-generation family business serving Knoxville 40+ years with free estimates and reviewers praising prompt, professional new-unit installations.”
“An electrical contractor, not an HVAC company, so not suited for a full AC install.”
“Primarily a plumbing shop with thin install-specific review evidence.”
Europe · Instinct over iMessage · asked 2026-10-11 21:08 UTC
“It covers residential installation in Knoxville and Farragut, and BBB shows A+ accreditation with license 73214 listed through March 31, 2027; as a budget, Costadia's June 2026 Knoxville guide gives roughly $5,400-$11,550 for condenser, evaporator coil, labor, startup/refrigerant, hookup, removal and an estimated permit (no tonnage or SEER2 stated, not an EZ quote).”
“Its page includes a Manual J load calculation, matched components, warranty registration and a free installation estimate, but I found no installed price, and BBB shows it A-rated and not accredited with mismatched Texas licensing references, so no Tennessee license was verified.”
“BBB shows A+ accreditation and license 18756 and its page offers a no-fee installation assessment, but its homepage showed an unresolved template token ('%Title% | Chancey &Amp; Reynolds') and zeroed counters, and I found no installed price, so I left it out.”
“Its page gives an undated $5,500-$7,200 estimate for a 1,500 sq ft home with no tonnage or SEER, but its homepage refers to Fort Myers and SWFL and shows two different Google review counts.”
“BBB lists A+ accreditation and it offers Knoxville installation, but its pages gave less sizing and warranty detail, no installed price and no BBB license number.”
No longer recommended since the last round: site:jcsheatingandair.com
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 October 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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