M
Milani Plumbing, Heating & Air Conditioning
#1
Visibility rank in Vancouver, BC HVAC · ▲ 7 this week
6.8%
Share of voice
73
Depth score · how well AI can help a buyer · ▼ 3 in depth rank this week
Share of voice over time
Weekly, last 13 weeks · vs the Vancouver, BC HVAC leader
Milani Plumbing, Heating & Air Conditioning · 6.8%Milani Plumbing, Heating & Air Conditioning (leader) · 6.8%
AI recommends Milani Plumbing, Heating & Air Conditioning #1 in Vancouver, BC HVAC (2 of the three assistants name it, at 6.8% share of voice), but understands it only #4. Its weakest link is pricing.
Summary
- Across the questions Vancouver, BC customers ask AI about HVAC, Milani Plumbing, Heating & Air Conditioning is recommended by 2 of 4 assistants and ranks #1 by share of voice.
- ChatGPT, Gemini and Google AI Mode consistently name it.
- Its depth score is held back by pricing: AI describes what it offers well but can't tell a customer what a service call costs.
How each assistant sees Milani Plumbing, Heating & Air Conditioning
ChatGPT
Recommends
Named in 10 of 48 prompts · mentions this business
Gemini
Recommends
Named in 12 of 48 prompts · names and recommends this business
Google AI Mode
Recommends
Named in 17 of 48 prompts · names and recommends this business
Customer questions it was named in
- Who are the best HVAC companies in Vancouver, BC?
- I just moved to Vancouver, BC and need an HVAC company. Who should I call?
- How do the top HVAC companies in Vancouver, BC compare on price and reviews?
- What are the pros and cons of the leading heating and cooling contractors in Vancouver, BC?
Depth: the buyer's journey with AI
Milani Plumbing, Heating & Air Conditioning is recommended #1, but AI understands it only #4. The gap is pricing, the one question AI can't answer for a buyer.
goodOfferings
goodAvailability
partialPricing
goodFit
partialDifferentiation
Offerings & servicesGood
Customer asks: "What does Milani Plumbing, Heating & Air Conditioning do?"
“Milani Plumbing, Heating & Air Conditioning offers a range of HVAC services in Vancouver, BC, including furnace and boiler services, heat pump installation and repair, and air conditioning services. The company serves…”
Answerable for the common cases a customer asks about.
Availability & bookingGood
"Can I book Milani Plumbing, Heating & Air Conditioning this week? Are they taking new customers?"
“Yes, Milani Plumbing, Heating & Air Conditioning is actively accepting new customers and booking service appointments for homes and businesses across the Vancouver and Lower Mainland area. Repair and Replacement -…”
Answerable for the common cases a customer asks about.
PricingPartial
"What does Milani Plumbing, Heating & Air Conditioning charge for a service call?"
“Yes. Milani Plumbing, Heating & Air Conditioning in Vancouver, BC, advertises financing for new heating and cooling equipment, and it has promoted rebates and installation specials. The important distinction is that…”
AI's answers here are uneven across the assistants.
Fit & qualificationGood
"Can Milani Plumbing, Heating & Air Conditioning handle what I need?"
“Yes , Milani Plumbing, Heating & Air Conditioning handles full heating and cooling installations, including full furnace and central air conditioning system replacements. Milani Plumbing, Heating & Air…”
Answerable for the common cases a customer asks about.
What makes them differentPartial
"Why choose Milani Plumbing, Heating & Air Conditioning over the others?"
“Milani Plumbing, Heating & Air Conditioning in Vancouver advertises a 100% guarantee and says it stands behind its work. However, there is an important distinction between that general promise and a specific, written…”
AI's answers here are uneven across the assistants.
Depth from the tightened scoring run: pricing weighted for cross-assistant consistency, differentiation judged for concreteness.