Current score27/100Average of model agreement, confirmed-open rate and presence rate — how this score is calculated
Key takeaways
What this check tells you
Closed places
Science East Science Centre, temporarily closed, is still recommended in 31 answers by all four AI assistants, as are Blue Door and The Abbey Café & Gallery, both permanently closed.
Presence
Fredericton isn't recommended in 4 Canada-wide or regional AI questions: 'Two-Week Must-See Itinerary in Canada', 'Best Winter Destinations in Canada', 'Best Foodie Cities in Canada', 'Best Romantic Weekend Destinations in Canada'.
Official site
Perplexity cited frederictoncapitalregion.ca, Fredericton's official site, in 31 of 60 sourced answers in the October check (52%), about the same as in September (50%).
Generated from this check's dataUpdated Oct 8, 2026
Lead finding
AI assistants name the same top pick for 7% of comparable questions about Fredericton, below the 14% average for tracked Canadian destinations.
This figure measures how often all four AI assistants converge on the same top recommendation when answering comparable questions about Fredericton. The city's rate falls below the average recorded across other tracked Canadian destinations, pointing to less agreement among the assistants on a single leading pick for Fredericton.
Based on the check of October 8, 2026
How AI sees Fredericton
Across the prompts we've tracked, AI most consistently associates Fredericton with:
outdoor activities
vibrant culinary scene
Fine Dining
local experience
indoor activities
craft beer culture
local culture
historic charm
Nature and Outdoors
Craft Beer Capital
How Fredericton benchmarks
Model agreement
Fredericton7%
Tracked Canadian destinations14%
Confirmed-open rate
Fredericton82%
Tracked Canadian destinations76%
Presence rate
Fredericton0%
Tracked Canadian cities18%
Each metric shows two bars: Fredericton's rate and the average it is compared with, so you can see how it compares. See how these scores are calculated.
When travellers don't ask about Fredericton
Fredericton comes up in 0 of 4
Canada-wide questions.
Each question is asked 3 ways to each of the 4 AI assistants, so 12 answers per question.
Best Foodie Cities in CanadaNot named
AI named instead:
Montreal (12 of 12 answers), Toronto (12 of 12 answers), Vancouver (12 of 12 answers)
How we asked
A question travellers ask without naming a place, in 3 wordings.
An answer is one assistant answering one wording.
“What are the best foodie cities in Canada?” Answered by ChatGPT, Claude, Gemini, Perplexity.
“I'm planning a food-focused trip to Canada. Which cities have the best culinary scenes?” Answered by ChatGPT, Claude, Gemini, Perplexity.
“Recommend the top Canadian cities known for their food and restaurant scenes.” Answered by ChatGPT, Claude, Gemini, Perplexity.
Best Romantic Weekend Destinations in CanadaNot named
AI named instead:
Québec City (12 of 12 answers), Tofino (11 of 12 answers), Niagara-on-the-Lake (10 of 12 answers)
How we asked
A question travellers ask without naming a place, in 3 wordings.
An answer is one assistant answering one wording.
“What are the best romantic weekend destinations in Canada?” Answered by ChatGPT, Claude, Gemini, Perplexity.
“My partner and I want a romantic Canadian getaway. Where should we go?” Answered by ChatGPT, Claude, Gemini, Perplexity.
“Suggest the most romantic weekend destinations in Canada for couples.” Answered by ChatGPT, Claude, Gemini, Perplexity.
Best Winter Destinations in CanadaNot named
AI named instead:
Banff and Lake Louise (12 of 12 answers), Ottawa (12 of 12 answers), Québec City (12 of 12 answers)
How we asked
A question travellers ask without naming a place, in 3 wordings.
An answer is one assistant answering one wording.
“What are the best winter destinations in Canada?” Answered by ChatGPT, Claude, Gemini, Perplexity.
“I want to experience a Canadian winter. Which destinations are the best for that?” Answered by ChatGPT, Claude, Gemini, Perplexity.
“Recommend the top Canadian destinations to visit in winter.” Answered by ChatGPT, Claude, Gemini, Perplexity.
Two-Week Must-See Itinerary in CanadaNot named
AI named instead:
Québec City (11 of 12 answers), Montreal (10 of 12 answers), Toronto (10 of 12 answers)
How we asked
A question travellers ask without naming a place, in 3 wordings.
An answer is one assistant answering one wording.
“What are the must-see destinations during two weeks in Canada?” Answered by ChatGPT, Claude, Gemini, Perplexity.
“I have two weeks to explore Canada. What destinations should I absolutely visit?” Answered by ChatGPT, Claude, Gemini, Perplexity.
“Create a two-week Canada itinerary highlighting the top destinations.” Answered by ChatGPT, Claude, Gemini, Perplexity.
Where AI might be wrong
Science East Science Centre
— Best Attractions for Families(+1 more)Temporarily closed
Flagged closed by 1 source, still recommended by Gemini 3.6 Flash and GPT-4o and Perplexity Sonar.
Science East’s official announcement says the science centre is not offering walk-in visits or general admission to an exhibit space. The centre is not open to the public as an attraction, although the organization continues educational programs and outreach.
Saint John River waterfront and Bill Thorpe Walking Bridge30 of 43
rank #1–#10
Gagetown27 of 43
rank #2–#15
Hopewell Rocks26 of 43
rank #2–#17
Hartland Covered Bridge24 of 43
rank #1–#17
Fundy National Park23 of 43
rank #2–#17
Best Hidden Gems
37 answers
Odell Park31 of 37
rank #1–#12
Fredericton Botanic Garden20 of 37
rank #2–#10
Hyla Park Nature Preserve20 of 37
rank #1–#13
Charlotte Street Arts Centre16 of 37
rank #4–#12
Killarney Lake Park16 of 37
rank #1–#10
Fredericton Region Museum13 of 37
rank #1–#11
Boyce Farmers Market12 of 37
rank #4–#15
Science East Science Centre11 of 37
rank #2–#11
Best Historical Attractions
35 answers
Christ Church Cathedral35 of 35
rank #1–#11
Government House33 of 35
rank #1–#10
Historic Garrison District33 of 35
rank #1–#9
Fredericton Region Museum24 of 35
rank #2–#9
Beaverbrook Art Gallery17 of 35
rank #2–#10
The Legislative Assembly Building17 of 35
rank #1–#7
Kings Landing13 of 35
rank #3–#12
Officer’s Square13 of 35
rank #1–#11
Best Local or Traditional Restaurants
35 answers
Isaac's Way29 of 35
rank #1–#6
Boyce Farmers Market15 of 35
rank #1–#9
The Palate15 of 35
rank #1–#7
540 Kitchen & Bar14 of 35
rank #1–#7
Wolastoq Wharf14 of 35
rank #1–#5
Snooty Fox11 of 35
rank #1–#9
The Lunar Rogue Pub11 of 35
rank #1–#6
The Diplomat10 of 35
rank #1–#8
Best Boutique Hotels
34 answers
Quartermain House Bed & Breakfast22 of 34
rank #1–#4
The Carriage House Inn19 of 34
rank #1–#4
Crowne Plaza Fredericton-Lord Beaverbrook16 of 34
rank #1–#6
By The River B&B10 of 34
rank #2–#4
The Colonel's In Bed and Breakfast10 of 34
rank #2–#4
Micro Boutique Living Fredericton8 of 34
rank #1–#5
Chateau Fredericton7 of 34
rank #2–#4
Delta Hotels by Marriott Fredericton4 of 34
rank #2–#4
Best Family Hotels
34 answers
Delta Hotels by Marriott Fredericton33 of 34
rank #1–#6
Crowne Plaza Fredericton-Lord Beaverbrook27 of 34
rank #1–#7
Hilton Garden Inn Fredericton21 of 34
rank #2–#7
Best Western Plus Fredericton Hotel & Suites18 of 34
rank #1–#6
Hampton Inn & Suites by Hilton Fredericton16 of 34
rank #1–#6
Chateau Fredericton15 of 34
rank #1–#4
Holiday Inn Express & Suites Fredericton14 of 34
rank #3–#5
Ramada by Wyndham Fredericton11 of 34
rank #2–#7
Best Local Experiences
34 answers
Boyce Farmers Market25 of 34
rank #1–#5
Beaverbrook Art Gallery24 of 34
rank #1–#13
Historic Garrison District18 of 34
rank #1–#16
Harvest Jazz & Blues Festival16 of 34
rank #3–#13
Odell Park14 of 34
rank #3–#20
The Fredericton Playhouse10 of 34
rank #2–#9
Fredericton Trail System9 of 34
rank #1–#9
Graystone Brewing9 of 34
rank #3–#6
Best Budget Hotels
33 answers
Days Inn Fredericton27 of 33
rank #1–#6
Comfort Inn Fredericton21 of 33
rank #1–#7
Hilton Garden Inn Fredericton16 of 33
rank #1–#5
Norfolk Motel Fredericton10 of 33
rank #1–#5
Travelodge Fredericton9 of 33
rank #1–#6
Amsterdam Inn & Suites8 of 33
rank #1–#5
City Motel Fredericton8 of 33
rank #1–#5
Super 86 of 33
rank #1–#4
Best Fine-Dining Restaurants
33 answers
The Palate28 of 33
rank #1–#5
11th Mile14 of 33
rank #1–#4
Wolastoq Wharf13 of 33
rank #1–#5
Isaac's Way12 of 33
rank #1–#6
BrewBakers10 of 33
rank #1–#6
MOCO Downtown10 of 33
rank #2–#6
540 Kitchen & Bar8 of 33
rank #4–#5
Maxwell’s Steak & Seafood8 of 33
rank #1–#3
Best Food Experiences
33 answers
Boyce Farmers Market25 of 33
rank #1–#7
Isaac's Way19 of 33
rank #1–#12
Chess Piece Patisserie & Café15 of 33
rank #2–#13
Graystone Brewing14 of 33
rank #3–#9
11th Mile13 of 33
rank #1–#6
The Lunar Rogue Pub12 of 33
rank #1–#9
Wolastoq Wharf12 of 33
rank #2–#12
Fredericton Farmers Market8 of 33
rank #1–#3
Best Rainy-Day Attractions
33 answers
Beaverbrook Art Gallery33 of 33
rank #1–#2
Fredericton Region Museum27 of 33
rank #1–#5
Kingswood Entertainment Centre24 of 33
rank #1–#16
The Fredericton Playhouse21 of 33
rank #2–#16
Fredericton Public Library16 of 33
rank #3–#14
Science East Science Centre15 of 33
rank #2–#3
Boyce Farmers Market14 of 33
rank #3–#13
Clay Café14 of 33
rank #3–#15
Best Restaurants for Couples
33 answers
The Palate24 of 33
rank #1–#6
Isaac's Way18 of 33
rank #1–#8
11th Mile16 of 33
rank #1–#4
MOCO Downtown13 of 33
rank #2–#6
Wolastoq Wharf10 of 33
rank #3–#5
Maxwell’s Steak & Seafood9 of 33
rank #1–#4
The Lunar Rogue Pub7 of 33
rank #1–#10
BrewBakers6 of 33
rank #2–#7
Best Viewpoints
33 answers
Saint John River waterfront and Bill Thorpe Walking Bridge30 of 33
rank #1–#7
Odell Park23 of 33
rank #1–#6
Carleton Park19 of 33
rank #1–#8
The Green17 of 33
rank #1–#9
Killarney Lake Park15 of 33
rank #2–#8
Government House10 of 33
rank #2–#7
Fredericton Botanic Garden8 of 33
rank #2–#8
Christ Church Cathedral7 of 33
rank #3–#8
Best Winter Experiences
33 answers
Beaverbrook Art Gallery26 of 33
rank #4–#13
FROSTival26 of 33
rank #1–#9
Odell Park21 of 33
rank #1–#6
Crabbe Mountain19 of 33
rank #1–#12
Killarney Lake Park19 of 33
rank #2–#5
Mactaquac Provincial Park18 of 33
rank #1–#7
Officer’s Square16 of 33
rank #1–#8
The Fredericton Playhouse13 of 33
rank #6–#15
Where Perplexity's answers about Fredericton come from
Perplexity cited frederictoncapitalregion.ca,
Fredericton's official tourism site, in
31 of 60 answers about Fredericton
in the October check (52%), about the same as in September (50%).
The web domains Perplexity's live search pulled most while answering tracked travel questions about
Fredericton (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet.
See the network-wide ranking.