AI visibility for HVAC companies in Austin, TX

For heating and cooling businesses and the agencies that market them · part of our AI visibility for HVAC companies industry guide

When someone in Austin asks ChatGPT, Gemini or Perplexity for a HVAC companie recommendation, the assistant answers from the public data layer it can see: 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. 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 a HVAC companie in Austin

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

Why monthly re-runs instead of a daily dashboard

Assistants produce a different answer every time they are asked, so daily spot checks mostly measure noise. Monthly re-runs with fixed questions turn sampling into a trend you can act on — and the method is documented in full on our methodology page.

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Sample buyer questions we ask

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”