In Best Luxury Hotels, the top 3 properties capture 56% of mentions versus the 30% expected if all luxury hotels were recommended evenly.
Concentration
Best Fine-Dining Restaurants shows the widest concentration gap in the data set: Little Louis Oyster Bar, Windjammer, and Tide & Boar Gastropub take 52.2% of mentions against an even-split expectation of 21.4%.
Movement
Best Hidden Gems and Best Rainy-Day Attractions are the most volatile categories tracked, with all 43 entities moving position between checks.
Distinctiveness
Little Louis Oyster Bar appears among the top 3 in five separate restaurant categories, including Best Restaurants, Best Fine-Dining, Best Local or Traditional, Best Budget-Friendly, and Best Restaurants for Couples.
Generated from this check's dataUpdated Sep 7, 2026
Lead finding
Moncton's AI narrative is dominated by a single theme cluster, registering a 300% concentration finding — the strongest signal in its profile.
Moncton's AI-driven travel presence is highly concentrated, with its top finding type showing a 300% concentration level centered on Acadian cuisine, Acadian culture, and Outdoor Activities. Sentiment around these themes is overwhelmingly positive, with 96% of 369 rated mentions favorable and virtually no negativity. Yet Moncton's confirmed-open rate of 77% lags the network average of 80%, and its distinctiveness score of 10% sits exactly at the network average, suggesting its themes, while positive, aren't especially unique. Compounding this, Moncton is entirely absent from broader travel conversations, earning zero recommendations or mentions across all 12 tracked non-destination-specific questions.
How AI sees Moncton
Across the prompts we've tracked, AI most consistently associates Moncton with:
Acadian cuisine
Acadian culture
Outdoor Activities
arts and culture
budget-friendly
craft beer scene
culinary destination
indoor activities
Acadian and Maritime cuisine
Acadian and Maritime specialties
Acadian and multicultural character
How Moncton benchmarks
Confirmed-open rate
Moncton77%
Network average80%
Distinctiveness
Moncton10%
Network average10%
Presence rate
Moncton0%
Network average11%
Moncton's 10% distinctiveness score compares to the 10% network average, matching the network average in how distinctly AI assistants describe it.
Each metric shows two bars: Moncton's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.
Presence beyond Moncton-specific questions
How often Moncton comes up in regional and national AI questions that aren't specifically about it (out of 12 tracked questions, as of Oct 5, 2026):
0
Recommended
0
Mentioned
12
Not mentioned
See all questions
Two-Week Must-See Itinerary in Canada — DirectNot mentioned
Two-Week Must-See Itinerary in Canada — ConversationalNot mentioned
Two-Week Must-See Itinerary in Canada — RecommendationNot mentioned
Best Winter Destinations in Canada — DirectNot mentioned
Best Winter Destinations in Canada — ConversationalNot mentioned
Best Winter Destinations in Canada — RecommendationNot mentioned
Best Foodie Cities in Canada — DirectNot mentioned
Best Foodie Cities in Canada — ConversationalNot mentioned
Best Foodie Cities in Canada — RecommendationNot mentioned
Best Romantic Weekend Destinations in Canada — DirectNot mentioned
Best Romantic Weekend Destinations in Canada — ConversationalNot mentioned
Best Romantic Weekend Destinations in Canada — RecommendationNot mentioned
Where AI might be wrong
Cape Enrage
โ Best Day TripsTemporarily closed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and Perplexity Sonar.
The Cape Enrage Interpretive Centre board announced that the site would not be open to visitors for the 2026 season, citing the lack of a formal operating agreement with the province and inability to plan safe operations.
Fort Beauséjour – Fort Cumberland National Historic Site6 of 21
rank #5–#8
Lutz Mountain Heritage Museum and Meeting House6 of 21
rank #1–#6
Best Local or Traditional Restaurants
21 answers
Little Louis Oyster Bar16 of 21
rank #2–#8
Tide & Boar Gastropub11 of 21
rank #2–#6
Catch 22 Lobster Bar10 of 21
rank #1–#3
Les Brumes du Coude8 of 21
rank #1–#8
Pump House Brewery7 of 21
rank #1–#7
Skipper Jack’s7 of 21
rank #1–#7
Moncton Farmers' Market6 of 21
rank #1–#9
Calactus Restaurant5 of 21
rank #4–#7
Best Restaurants for Couples
21 answers
Little Louis Oyster Bar19 of 21
rank #1–#3
Windjammer18 of 21
rank #1–#9
Tide & Boar Gastropub15 of 21
rank #1–#10
Gusto Italian Grill and Bar11 of 21
rank #2–#7
Les Brumes du Coude6 of 21
rank #2–#7
St. James Gate Boutique Hotel5 of 21
rank #2–#8
Atelier Tony4 of 21
rank #3–#6
Black Rabbit4 of 21
rank #2–#3
Best Winter Experiences
21 answers
Resurgo Place16 of 21
rank #2–#16
Centennial Park15 of 21
rank #1–#7
Fundy National Park11 of 21
rank #4–#13
Irishtown Nature Park11 of 21
rank #2–#8
Magnetic Hill Zoo10 of 21
rank #1–#9
Ian Fowler Oval9 of 21
rank #1–#6
Mapleton Park8 of 21
rank #2–#5
Poley Mountain7 of 21
rank #1–#9
Where Perplexity's answers about Moncton come from
Perplexity cited destinationmonctondieppe.ca,
Moncton's official tourism site, in
13 of 52 answers about Moncton
(25%, last 90 days).
The web domains Perplexity's live search pulled most while answering tracked travel questions about
Moncton (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet.
See the network-wide ranking.