Montreal in AI travel recommendations
Montreal's AI travel narrative underrepresents neighbourhood-based cultural exploration, even though 93% of the theme's 1,049 rated mentions are positive.
The strongest signal for Montreal is a ThemeGap: 'visitors seeking neighbourhood-based cultural exploration' is underrepresented despite overwhelmingly positive sentiment, with 93% of 1,049 rated mentions positive, 5% neutral, and 0% negative. Cross-model agreement sits at just 2%, well below the 10% network average, suggesting AI models diverge sharply on how they describe this theme. Montreal's confirmed-open rate of 73% also trails the 82% network average, and its distinctiveness score of 30% is below the 40% network norm. Together these numbers point to a well-liked but inconsistently represented and less differentiated destination narrative.
How AI sees Montreal
Across the prompts we've tracked, AI most consistently associates Montreal with:
How Montreal benchmarks
The benchmark bars compare Montreal's cross-model agreement (2% vs. 10% network), confirmed-open rate (73% vs. 82% network), and distinctiveness score (30% vs. 40% network), showing Montreal below the network average on all three measures.
Each metric shows two bars: Montreal's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.
Presence beyond Montreal-specific questions
How often Montreal comes up in regional and national AI questions that aren't specifically about it (out of 15 tracked questions, as of Aug 12, 2026):
See all questions
- Three-Day Itinerary in Québec Province — Direct Recommendation
- Three-Day Itinerary in Québec Province — Conversational Recommendation
- Three-Day Itinerary in Québec Province — Recommendation Recommendation
- Two-Week Must-See Itinerary in Canada — Direct Recommendation
- Two-Week Must-See Itinerary in Canada — Conversational Recommendation
- Two-Week Must-See Itinerary in Canada — Recommendation Recommendation
- Best Winter Destinations in Canada — Direct Recommendation
- Best Winter Destinations in Canada — Conversational Recommendation
- Best Winter Destinations in Canada — Recommendation Recommendation
- Best Foodie Cities in Canada — Direct Recommendation
- Best Foodie Cities in Canada — Conversational Recommendation
- Best Foodie Cities in Canada — Recommendation Recommendation
- Best Romantic Weekend Destinations in Canada — Direct Recommendation
- Best Romantic Weekend Destinations in Canada — Conversational Not mentioned
- Best Romantic Weekend Destinations in Canada — Recommendation Mention
Where AI might be wrong
- Le Mousso — Best Restaurants Closed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and GPT-4o.
According to multiple news reports, the Montreal restaurant **Le Mousso** has announced it will permanently close and will officially stop operating as of August 22, 2026.[1][3]
Source - Le Mousso — Best Fine-Dining Restaurants Closed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and Gemini 3.6 Flash and GPT-4o.
According to multiple news reports, the Montreal restaurant **Le Mousso** has announced it will permanently close and will officially stop operating as of August 22, 2026.[1][3]
Source - Hotel Le St-James — Best Luxury Hotels Closed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and GPT-4o.
Hotel Le St-James in Montreal is permanently closed and no longer operating as a hotel.
Source