AI visibility for HVAC companies
For heating and cooling businesses and the agencies that market them · industry guide, covers 15 US metros · part of the AI Visibility Index data series
When a customer asks ChatGPT, Gemini or Perplexity for a HVAC company recommendation, the assistant answers from the public data layer it can see: business profiles, listings, reviews, and the words on your website. If that layer is thin or inconsistent, the answer names someone else — and the loss is invisible, because nobody tells you what the AI said.
FoundNow measures that layer for HVAC companies. We ask the assistants the questions real buyers type, several times each, and report how often a business is mentioned as a rate with a 95% confidence interval — never a single-number claim. Every sample records which sources the assistant cited and which model version produced the answer.
What a report shows for HVAC companies
- Mention rate reported per engine, each as a rate with a 95% confidence interval
- The exact engines and model versions used are listed in the report itself
- The sources each assistant actually cited — profiles, directories, review sites, your own site
- The same measurement for one competitor, so the gap is concrete
- A fix list ordered by impact and effort: profile completeness, listings consistency, schema and on-site answers
Questions HVAC company customers ask AI assistants
Three examples from the HVAC companies question set (the full set is part of the product, not this page):
- “ac repair same day”
- “furnace tune up cost”
- “best hvac company near me”
Metros we sample for HVAC companies
Every metro below has a dedicated page describing what we measure there:
HVAC companies in Austin, TX · HVAC companies in Dallas, TX · HVAC companies in Houston, TX · HVAC companies in Denver, CO · HVAC companies in Phoenix, AZ · HVAC companies in Seattle, WA · HVAC companies in Portland, OR · HVAC companies in Chicago, IL · HVAC companies in Atlanta, GA · HVAC companies in Miami, FL · HVAC companies in Charlotte, NC · HVAC companies in Nashville, TN · HVAC companies in Columbus, OH · HVAC companies in Philadelphia, PA · HVAC companies in Sacramento, CA
Frequently asked questions
How do AI assistants decide which HVAC company to recommend?
Assistants answer from the public data layer they can see when the question is asked: business profiles, listings, reviews, and the words on your website. We do not speculate about each assistant's internal ranking - we measure the outcome directly: how often a specific business is named, in how many runs, with which sources cited.
What does a FoundNow report show for a HVAC company?
Mention rate by engine - each reported as a rate with a 95% confidence interval, with the exact engines and model versions used listed in the report itself; the sources the assistants cited; the same measurement for one competitor, so the gap is concrete; and a fix list ordered by impact and effort - profile completeness, listings consistency, schema and on-site answers.
Which cities are covered?
The HVAC companies question set currently covers 15 US metropolitan areas, listed on this page. A one-time scan or audit covers one business location; monthly plans cover 1 to 40 locations.
What questions do HVAC company customers type into AI assistants?
Buyer language such as "ac repair same day", "furnace tune up cost" or "best hvac company near me". Our question sets are built from this real buyer language - the three samples on this page come from the HVAC companies question pack, and the full set is part of the product, not this page.
Method details (sampling, intervals, model versions): methodology page.