# How AI sees Les Services Polarbear: HVAC in Montréal, QC AI Visibility Index. HVAC in Montréal, QC. Week of Friday, October 9, 2026. AI recommends Les Services Polarbear #1 in Montréal, QC HVAC (3 of the three assistants name it, at 13.1% share of voice), but understands it only #7. Its weakest link is pricing. ## At a glance - Visibility rank: #1 in Montréal, QC HVAC - Share of voice: 13.1% - Depth score: 57/100 (weakest on pricing) ## Summary - Across the questions Montréal, QC customers ask AI about HVAC, Les Services Polarbear is recommended by 3 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: on the service call, the assistants quoted $80 to $150, so a customer comparing prices gets a fabricated figure. ## How each assistant sees Les Services Polarbear - ChatGPT: Recommends. Named in 20 of 48 prompts · names and recommends this business - Gemini: Recommends. Named in 23 of 48 prompts · names and recommends this business - Google AI Mode: Recommends. Named in 21 of 48 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 #7. The gap is pricing, the one question AI can't answer for a buyer. ### Offerings & services: Strong Customer asks: "What does Les Services Polarbear do?" > Les Services Polarbear (Polar Bear Canada) is an HVAC contractor based at 1690 Rue Frontenac in Montréal, Québec. The company specializes in selling, installing, maintaining, and repairing air-conditioning and heat-pump… All three assistants answer this accurately for Les Services Polarbear. ### Availability & booking: Good "Can I book Les Services Polarbear this week? Are they taking new customers?" > Les Services Polarbear may be able to arrange a same-day HVAC repair in Montréal, but I couldn't verify a guaranteed same-day emergency service or a published emergency response time. Their official website says they… AI describes availability but can't confirm a bookable time, so the customer still has to call. ### Pricing: Fabricated "What does Les Services Polarbear charge for a service call?" > Yes, Les Services Polarbear in Montréal does advertise financing availability , and there are Québec government rebates worth checking before you purchase a new furnace, air conditioner, or heat pump. The key… Asked about the service call, the assistants quoted anywhere from $80 to $150. A customer comparing prices gets a number AI made up. ### Fit & qualification: Good "Can Les Services Polarbear handle what I need?" > Yes, Les Services Polarbear in Montréal appears to be a good candidate for a full central AC replacement, but I couldn't confirm that they explicitly offer complete furnace-and-AC replacements as a combined project.… Answerable for the common cases a customer asks about. ### What makes them different: Good "Why choose Les Services Polarbear over the others?" > For Les Services Polar Bear (operating in the greater Montréal area), warranties and guarantees are structured around the specific type of installation or product, split into three main components: Parts, Labor, and… Answerable for the common cases a customer asks about. Depth from the tightened scoring run: pricing weighted for cross-assistant consistency, differentiation judged for concreteness. ## Others in Montréal, QC HVAC - Directions: 9.0% share of voice, depth 65 - Industries Garanties: 5.9% share of voice, depth 74 - Closed1690 Rue Frontenac: 4.5% share of voice - Celsius Refrigeration: 4.2% share of voice, depth 51 ## Frequently asked questions ### Does AI recommend Les Services Polarbear in Montréal, QC? Les Services Polarbear is recommended by 3 of the three assistants and ranks #1 for share of voice among Montréal, QC HVAC businesses, at 13.1% share of voice. ### Can AI answer what Les Services Polarbear charges? Its depth score is 57/100, weakest on pricing. On the service call, the assistants quoted $80 to $150, so a customer comparing them gets a fabricated figure. --- Rankings reflect the output of third-party AI assistants (ChatGPT, Gemini, and Google AI Mode) on the dates measured. They are an observed, sourced measurement of how those assistants describe and rank each business, not an endorsement, certification, or rating by Courtyard. AI output changes over time and may be incomplete or inaccurate. Business names and descriptions are taken from the AI responses themselves. Measured across ChatGPT, Gemini, and Google AI Mode. Snapshot captured Fri Oct 9, 2026. An index by Courtyard.