picked by agentsPicked by Agents index · AC and heating repair in Tampa, FL
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 2026-10-05 05:47 UTC
“Launched an online HVAC system calculator in June 2026 that gives instant whole-home replacement estimates from property info alone, with no phone call or in-home visit required, from a family-owned company serving Tampa Bay for 30+ years.”
“Offers free estimates with transparent pricing and flexible financing, sized by free in-home evaluation, from a company built on integrity since 2009.”
“Local family-owned shop with 1,300+ five-star reviews that starts the process online with a free diagnosis and free estimate, open 24/7.”
“Tampa's HVAC Company of the Year with free estimates and 24/7 service, but no online quote tool was shown.”
“Tampa-based with replacement estimates in its offerings, but no online-first quoting evidence was shown.”
“Advertised $5,600 installed systems with a 5-star claim, but the only source was the company's own video ad with no verifiable quote process.”
“Offers free estimates statewide, but the evidence was a Medium post with no verifiable review trail.”
Europe · Instinct over iMessage · asked 2026-10-18 21:58 UTC
“Its homepage says you get a bookable, itemized AC replacement quote online in about 10 minutes after uploading photos and answering questions.”
Instinct named this company without a reason.
“Its estimator page gives an instant online ballpark, but the page says exact quotes come from a free in-home assessment.”
“Its instant estimate tool page states the company is based in and serves Port St. Lucie and the Treasure Coast, not Tampa.”
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.
We run the questions your customers ask against your business every month and show you what the assistants saw.
Get your free report