L
Les Services Polarbear
#1
Visibility rank in Montréal, QC HVAC
11.2%
Share of voice
41
Depth score · how well AI can help a buyer · ▼ 5 in depth rank this week
Share of voice over time
Weekly, last 3 weeks · vs the Montréal, QC HVAC leader
Les Services Polarbear · 11.2%Les Services Polarbear (leader) · 11.2%
AI recommends Les Services Polarbear #1 in Montréal, QC HVAC (4 of the four assistants name it, at 11.2% share of voice), but understands it only #11. Its weakest link is pricing.
Summary
- Across the questions Montréal, QC customers ask AI about HVAC, Les Services Polarbear is recommended by 4 of 4 assistants and ranks #1 by share of voice.
- ChatGPT, Gemini, Perplexity and Google AI Mode consistently name it.
- Its depth score is held back by pricing: on the system replacement, the assistants quoted $189 to $425, so a customer comparing prices gets a fabricated figure.
How each assistant sees Les Services Polarbear
ChatGPT
Recommends
Named in 57 of 72 prompts · names and recommends this business
Gemini
Recommends
Named in 20 of 72 prompts · names and recommends this business
Perplexity
Recommends
Named in 52 of 72 prompts · names and recommends this business
Google AI Mode
Recommends
Named in 21 of 72 prompts · names and recommends this business
Customer questions it was named in
- Who are the best HVAC companies in Montréal, QC?
- Recommend a good heating and cooling company in Montréal, QC.
- I just moved to Montréal, QC and need an HVAC company. Who should I call?
- What's the top-rated HVAC contractor near Montréal, QC?
Depth: the buyer's journey with AI
Les Services Polarbear is recommended #1, but AI understands it only #11. The gap is pricing, the one question AI can't answer for a buyer.
goodOfferings
partialAvailability
fabricatedPricing
goodFit
partialDifferentiation
Offerings & servicesGood
Customer asks: "What does Les Services Polarbear do?"
“Les Services Polarbear , located in Montreal, QC (specifically 1690 Rue Frontenac), offers a wide range of HVAC services for residential and commercial customers. They are specialized in the installation, repair, and…”
Answerable for the common cases a customer asks about.
Availability & bookingPartial
"Can I book Les Services Polarbear this week? Are they taking new customers?"
“Yes, Les Services Polarbear in Montréal, QC, is actively operating and booking service appointments as of July 2026. They are specialized in the sales, installation, and maintenance of heat pumps and air conditioners…”
AI describes availability but can't confirm a bookable time, so the customer still has to call.
PricingFabricated
"What does Les Services Polarbear charge for a service call?"
“Based on search results, Les Services Polarbear in Montréal, QC generally provides quotes for maintenance and repairs, but specific, standard service call fees are not always explicitly listed. However, related industry…”
Asked about the system replacement, the assistants quoted anywhere from $189 to $425. A customer comparing prices gets a number AI made up.
Fit & qualificationGood
"Can Les Services Polarbear handle what I need?"
“Yes, Les Services Polarbear (based in Montreal) specializes in the service, maintenance, and installation of heat pumps , including wall-mounted and central air conditioning systems. They are equipped to handle both…”
Answerable for the common cases a customer asks about.
What makes them differentPartial
"Why choose Les Services Polarbear over the others?"
“Choosing Les Services Polarbear in Montréal, QC, offers several advantages based on customer reviews and company, specializing in residential and commercial HVAC services, particularly in heat pump installation and…”
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.