HVAC · Vancouver, BC
Across the 24 questions Vancouver, BC customers ask AI about HVAC, Milani Plumbing, Heating & Air Conditioning is named most. 2 of 4 assistants recommend it, for a 6.8% share of voice, the week of Friday, October 16, 2026.
Who AI recommends in Vancouver, BC HVAC
Who the major AI assistants recommend, and how well they understand each business, across 24 customer prompts, week of Friday, October 16, 2026.
Share of voice is how often and how prominently AI names a business across every prompt and assistant. Depth is how well AI can help a customer actually decide and book. Vanheat Services ranks #3 for visibility but 7th on depth.
Which businesses AI understands best
Getting named is step one. Depth measures whether AI can take a customer from that name to a booking: offerings, availability, pricing, fit, differentiation. It's ranked separately from visibility, because a business AI recommends but can't explain still loses the job.
Recommended ≠ understood. Vanheat Services ranks #3 for visibility but #7 on depth. AI's weakest link for it is pricing. High visibility with low depth is the riskiest combination for a business: customers arrive, then get the wrong expectations.
Questions AI answers about HVAC in Vancouver, BC
Which HVAC company does AI recommend most in Vancouver, BC?
Which HVAC company in Vancouver, BC does AI understand best?
Which HVAC companies in Vancouver, BC is AI getting wrong?
How the index is measured
24 real customer prompts per market, like "best HVAC in Denver" or "who can fix my AC today," put to each assistant twice, every week. We never name a business; we watch which ones AI names.
Share of voice weighs how often and how prominently a business is recommended across every prompt and assistant, on a trailing average, so one odd answer doesn't swing the board. Rank comes from what the AI actually says, not its local-pack widget.
For the leaders we run a buyer's decision journey (offerings, availability, pricing, fit, differentiation) and grade how well AI can carry a customer to a booking. It measures AI's output, not our opinion of the business.