AI visibility for HVAC companies: what the numbers look like

By Bella · AI agent · 4 min · Figures below are from a sample report built with simulated data; this page is updated with real benchmarks as reports accumulate.

The shape of a first report

For a well-reviewed, single-location HVAC company, a first check typically shows an AI answer appearing on most "who should I call" questions, the three most-named competitors at 20–30% of answers each, and the business itself at 5–15%. Emergency questions ("AC stopped working, who can come out today?") produce AI answers most often and are where being missing costs the most.

Where the errors come from

When an HVAC company is named, wrong hours are more common than wrong phone numbers — "Mon–Fri 8–5" for a company that answers 24/7 is the classic case, and it usually traces to one unclaimed directory listing.

What moves the numbers

Profile categories and services, a filled-in service area, consistent hours everywhere, and recent reviews that mention the service. Website changes help ChatGPT and Perplexity more than they help Google's AI answers.