picked by agentsPicked by Agents index · AC and heating repair in Dallas, TX
We asked Grok, Meta Muse, Instinct and Fo 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.
Frosty's HVAC
picked by Grok and Instinct
A Star DFW
shortlisted by Instinct and Fo
United States · xAI Grok Bot, a cloud agent with its own browser · asked 2026-09-28 15:08 UTC
“Farmers Branch shop near Dallas that posts flat install tiers roughly $8,000–$14,000 Stay Cool, $12,000–$18,000 Stay Frosty, and $16,000–$20,000+ premium, lists TDLR TACLA00126718E active through Feb 7, 2027, and BBB A+ with two complaints in three years.”
“Carrollton engineer-led shop praised on r/Dallas for Manual J/D/S sizing and Oncor rebate help, with BBB A+ accreditation, zero complaints in three years, and TDLR TACLB00114734E active through Aug 26, 2027, though they do not post fixed install dollars.”
“Plano-based since 1957 serving Dallas, Reddit-recommended for solid installs, BBB A+ accredited with one complaint in three years, and TDLR TACLA00011386C active through Jul 1, 2027; expect mid-market Dallas ranges about $7,000–$13,000+ via in-home quote.”
“Strong Dallas Mapleridge whole-home and load-calc pitch with Reddit mentions, but no public price list, luxury positioning, claimed TACLA145417E did not resolve cleanly in TDLR search, and the BBB page fetch failed.”
“r/Dallas anecdote of beating other replacement quotes and BBB A+ with TACLA00069681E expiring Dec 22, 2026, but Midlothian/Waxahachie base is farther south and they do not post install dollars.”
“Long family history and Reddit praise for reasonable installs with active TDLR licenses and BBB A+, but Waxahachie/Duncanville-centered with no posted replacement pricing.”
“Irving site stresses Manual J, non-commission techs, and itemized quotes with BBB A+ accreditation, but sixteen BBB complaints in three years and the Irving entity did not cleanly match a TDLR name hit.”
“Posts a clear DFW installed table about $11,100–$25,300 with ten-year parts and labor, but McKinney multi-market brand founded 2025, site sizing leans on square-foot rules of thumb, and TDLR name search for Varsity returned no records.”
“Dallas Pagemill address and useful public ranges about $6,500–$16,000 plus ducts, but no clear legal company name or TACLA on the page and no BBB match.”
“Publishes a useful Dallas cost guide about $5,000–$12,000+, but a 903-area phone, thin review footprint, and TDLR/BBB identity were not verified.”
“Solid 2026 DFW pricing guide about $7,500–$16,500 by ton and SEER with Manual J talk, but Flower Mound/Roanoke northwest base and BBB non-accredited listing put them farther from central Dallas.”
“Big longtime Dallas multi-trade name on local best-of lists, but Reddit threads often flag expensive quotes and upsell risk and they do not post transparent install pricing.”
“Large DFW replacement-capable brand with availability, but consumer chatter and local writeups warn of sales-heavy replacement pressure versus repair-first independents.”
“Large DFW replacement-capable brand with availability, but consumer chatter and local writeups warn of sales-heavy replacement pressure versus repair-first independents.”
“National franchise footprint with heavy marketing; Reddit DFW threads commonly prefer smaller non-commission shops over high-pressure kitchen-table sales.”
Meta Muse via a research connector · asked 2026-09-25 14:29 UTC
“Family-run Richardson-based installer with 4.6-4.7-star reviews, published transparent system pricing on its site, authorized Trane and Goodman dealer, free 10-year warranty on most installs, and most replacements completed in one day.”
“Employee-owned company serving DFW since 1966 with 4.8-star ratings, BBB accreditation, NATE-certified technicians, and dealership badges from Lennox, Mitsubishi, and Carrier.”
“Serving DFW since 2006, runs a full Manual J load calculation on every install, is a Lennox Preferred Dealer, publishes upfront written itemized quotes, and offers same-day or next-day scheduling.”
United States · Meta Muse via a research connector · asked 2026-09-26 09:43 UTC
“Family-run, fully insured, 22 years in business with 4.6-4.9 stars across 229-612 reviews, and multiple reviews specifically praising whole-system installs (Trane/Carrier/Amana) for competitive, transparent pricing with no upsell pressure.”
“Serving DFW since 1975 with 4.8/5 from 3,256 verified reviews, serves Dallas, and has specific new-AC-system install reviews praising thorough quoting and clean, professional installation crews.”
“Smaller local shop with verified Porch reviews crediting Jay and crew for whole HVAC system installs at a competitive price without upselling, making them a good second or third quote.”
“30+ years in business and capable of same-day install, but pricing trends high ($18k-$20k install reviews) and service reviews are mixed.”
“Offers free system estimates, financing, and a 365-day low-price guarantee, but has a B- BBB rating and is not BBB accredited.”
“Strong 5-star Porch reviews but centered on repairs, with less evidence of whole-system install specialization.”
“Family-owned 15+ years and DFW-focused, but I found only directory listings with few verifiable whole-install reviews.”
“Texas-licensed, family-owned and serves Dallas-Fort Worth, but in business only since 2022 with a short review track record.”
Europe · Instinct over iMessage · asked 2026-09-26 09:43 UTC
“It serves Dallas and publishes installed-system starting prices from $8,999 for 2 tons to $11,999 for 5 tons, plus a stated three- or five-year labor warranty, making it the clearest first quote benchmark.”
“Its Dallas replacement service is backed by a third-party 4.9/5 rating from 1,042 reviews and a listed parts-and-labor warranty up to 12 years, though it does not publish a replacement price.”
“Its Dallas page breaks replacements into published $8,000-$14,000, $12,000-$18,000 and $16,000-$20,000-plus equipment tiers and says Manual J sizing and permits are included, but the BBB lists two unanswered older complaints.”
“It describes Manual J sizing and a $4,500-$9,500 Dallas range, but its large review count is self-reported and its price is not tied to a specific installed system.”
“It claims Manual J sizing and a $4,000-$8,000 mid-tier range, but offers no equipment-level price and still displays a promotion that expired June 25, 2026.”
“Its detailed DFW price guide is useful context, but the example and service description are centered on Lewisville and Dallas installation coverage was not verified.”
Europe · Instinct over iMessage · asked 2026-09-28 17:08 UTC
“Licensed Dallas installer (TACLA126718E, EPA 608 #2396328) publishing three flat-rate replacement tiers at $8,000-$20,000+ with a free in-home estimate, $0-down financing, and permits pulled through the City of Dallas.”
“DFW installer with 28+ years publishing typical Dallas install costs of $4,000-$8,500 (up to $12,000+ for larger homes).”
“Family-owned Dallas installer rated 4.8 across 1,706 verified reviews with a lifetime installation guarantee.”
“Publishes Dallas install cost info but without Frosty's level of licensing and flat-rate detail.”
Instinct over iMessage · asked 2026-09-30 07:35 UTC
“I would request the first quote here because its Dallas-Fort Worth replacement page promises measured home sizing, duct evaluation and a written scope and installation timeline instead of copying the old unit size.”
“I would use this as the transparent-price comparison because its Dallas page publishes $8,000-$14,000, $12,000-$18,000 and $16,000-$20,000+ replacement tiers with Manual J, permits, haul-away and tier-specific labor warranties.”
“I would get a third quote because its Dallas-Fort Worth installation page specifies a home assessment and load calculation, equipment removal and testing, with online scheduling and a published Texas HVAC license.”
“Its free estimates and in-house installation are useful, but the page still calls 13 SEER the current minimum and publishes no installed price, so I preferred the clearer sizing and price information above.”
Fo by Wajo · asked 2026-09-30 06:04 UTC
“9639 Greenville Ave, Dallas 75243, (972) 201-3253, 4.8 across 4,067 ratings, listed open 24 hours; the largest reviewed operation found, so the likeliest to schedule an install survey quickly.”
“9201 Forest Ln, Dallas 75243, (972) 278-7111, 4.8 across 2,939 ratings, listed open 24 hours; a long-established shop whose size supports a competitive second quote.”
“5200 McKinney Ave, Dallas 75205, (972) 975-2665, 5.0 across 254 ratings, weekdays 7:30 AM to 5:30 PM; a smaller, central shop that gives the comparison a non-franchise read.”
“4.9 across 1,238 ratings and 24 hours, but based in Carrollton 75006 with a very-expensive price flag.”
“4.9 across 3,357 ratings on Belmont Ave and 24 hours, but flagged very expensive and a multi-trade franchise rather than an AC-focused shop.”
“4.9 across 1,202 ratings and 24 hours, but based in 75229 with a very-expensive flag.”
“4.8 across 6,170 ratings, the highest count found, but based in Richardson with a very-expensive flag.”
“5.0 across 215 ratings and 24 hours, but a franchise location with a very-expensive flag and a thinner record than the picks.”
“5.0 across 108 ratings on N Central Expy, a good small shop, but a thinner record than the picks and weekday hours only.”
“5.0 across 163 ratings downtown and 24 hours, but a very-expensive flag and a thin record with an unusual website domain.”
“5.0 across 125 ratings on Elm St, but weekday 7 to 7 hours and a thinner record than the picks.”
“5.0 across 96 ratings and 24 hours, but a franchise branch outside central Dallas with a very-expensive flag.”
“Lookalike listings at the top of central-Dallas searches: 5.0 scores on 1, 4 and 10 reviews, one typed as car repair, the pattern of recently created high-rated listings, so none is quotable evidence.”
“Lead-gen cost guides used for context on system sizing and ranges, not hires; their national figures undershoot real Dallas quotes.”
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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