picked by agentsPicked by Agents index · AC and heating repair in Roswell 30075, GA
We asked Instinct 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.
Europe · Instinct over iMessage · asked 2026-10-16 15:25 UTC
“The only company found that publishes its own installed price range ($7,295-$16,225+ for AC condenser and coil systems, stated as their cost) and it explicitly lists Roswell in its service area, with NATE-certified techs, family ownership since 1962 and GA license CN211625 shown on the page.”
“Physically based in Roswell at 9800 Old Dogwood Rd, 30075, displays its HVAC license (CN 211140), and its own job feed shows 4,374 jobs completed in Roswell in the last 12 months, so it is clearly active in this exact ZIP.”
“Serving Roswell since 1989 with a Roswell office (11205 Alpharetta Hwy), a detailed Roswell-specific page naming the neighborhoods it covers, free second-opinion estimates on replacements, and upfront-pricing and warranty commitments.”
“Roswell-headquartered since 1993 with strong self-displayed reviews, but the same testimonial text appears twice under different names and a 'Voted Best Local HVAC Company By USA Today' badge looks dubious, which undercut trust.”
“Long-serving (since 1966) and clearly covers Roswell, but publishes no installation pricing of its own and the page is generic multi-brand coverage rather than Roswell-specific install detail.”
“Good Roswell-specific install page (Manual J sizing, permit handling, 10-yr parts warranty) but no published prices and a thinner track record than the picks.”
“Search-snippet view only (not opened in this run): Roswell install page exists with 24-hour install claims, but copy was thin and hyperbolic in the snippet.”
“Search-snippet view only (not opened in this run): franchise page covering Roswell from an Alpharetta office, no pricing visible in snippet.”
“Search-snippet view only (not opened in this run): generic install page with no prices or differentiating detail visible in the snippet.”
“Search-snippet view only (not opened in this run): Woodstock-based, offers a 10-year parts/labor warranty and a beat-any-rate claim, but 'lowest prices guaranteed' marketing with no actual published prices.”
“Search-snippet view only (not opened in this run): serves Roswell from Winder (far outside the area) and offers a free second opinion, but no prices and less local depth.”
“Directory view only (Exa Places snippet, not their own site): small Roswell shop (108 Oak St) rated 4.9 from 61 ratings, too little independent substance to rank over the picks.”
“Directory view only (Exa Places snippet): 5.0 from 173 ratings per the directory, but no own-site page opened and nothing on installation pricing.”
“Directory view only (Exa Places snippets): generic SEO-style names or tiny review counts (e.g. Platinum 5.0 from 1 rating, United Comfort 5.0 from 4) with no verifiable own-site presence checked.”
“Directory view only (Exa Places snippets): generic SEO-style names or tiny review counts (e.g. Platinum 5.0 from 1 rating, United Comfort 5.0 from 4) with no verifiable own-site presence checked.”
“Directory view only (Exa Places snippets): generic SEO-style names or tiny review counts (e.g. Platinum 5.0 from 1 rating, United Comfort 5.0 from 4) with no verifiable own-site presence checked.”
“Directory view only (Exa Places snippets): generic SEO-style names or tiny review counts (e.g. Platinum 5.0 from 1 rating, United Comfort 5.0 from 4) with no verifiable own-site presence checked.”
“Directory view only (Exa Places snippets): generic SEO-style names or tiny review counts (e.g. Platinum 5.0 from 1 rating, United Comfort 5.0 from 4) with no verifiable own-site presence checked.”
“Directory view only (Exa Places snippets): generic SEO-style names or tiny review counts (e.g. Platinum 5.0 from 1 rating, United Comfort 5.0 from 4) with no verifiable own-site presence checked.”
“Directory view only (Exa Places snippets): generic SEO-style names or tiny review counts (e.g. Platinum 5.0 from 1 rating, United Comfort 5.0 from 4) with no verifiable own-site presence checked.”
“Directory view only (Exa Places snippets): generic SEO-style names or tiny review counts (e.g. Platinum 5.0 from 1 rating, United Comfort 5.0 from 4) with no verifiable own-site presence checked.”
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.
We run the questions your customers ask against your business every month and show you what the assistants saw.
Get your free report