Destination

Fredericton in AI travel recommendations

Loved when asked about directly, but Fredericton stays invisible in broader AI travel conversations.

Fredericton official site ↗

444

Questions asked

553

Places identified

20 of 20

Categories shifted this check

Sep 7, 2026

Last checked

Current score 31/100 Average of the four metrics below — how this score is calculated

Key takeaways

What this check tells you

Concentration

In Best Luxury Hotels, the top 3 properties capture 70% of mentions versus the 42.9% they'd get if AI spread recommendations evenly across all options.

Concentration

Best Romantic Hotels shows the widest gap between actual and even-share mentions among hotel categories, with the top 3 taking 46.2% versus an expected 20%.

Volatility

Best Hidden Gems had the most entities shift position of any category tracked, with all 54 entities moving between checks.

Distinctiveness

Boyce Farmers Market appears in the top 3 for four separate categories — Best Budget-Friendly Restaurants, Best Local or Traditional Restaurants, Best Rainy-Day Attractions, and Best Food Experiences and Best Local Experiences — making it the most cross-category pick in this data.

Generated from this check's data Updated Sep 7, 2026

Lead finding

Fredericton's AI mentions show a striking 300% concentration finding, yet the city scores 0% distinctiveness against a 21% network average.

Fredericton's AI presence is defined by a strong concentration finding (300%) paired with overwhelmingly positive sentiment—98% of 162 rated mentions are positive, with just 1% neutral and 0% negative. Supporting themes like family-friendly appeal, fine dining, local culture, outdoor activities, affordable restaurants, art and music browsing, and authentic local cuisine paint a warm, well-rounded picture. However, the destination's 0% distinctiveness score, far below the 21% network average, suggests its AI narrative overlaps heavily with other destinations rather than standing apart. Compounding this, Fredericton was not recommended or mentioned in any of the 12 tracked questions that don't name it directly, appearing only in destination-specific queries.

How AI sees Fredericton

Across the prompts we've tracked, AI most consistently associates Fredericton with:

outdoor activities
vibrant culinary scene
budget-friendly
Craft Beer Capital
family-friendly
Fine Dining
historic charm
history
History and Culture
indoor activities

How Fredericton benchmarks

Confirmed-open rate

Fredericton 84%

Network average 81%

Distinctiveness

Fredericton 10%

Network average 10%

Presence rate

Fredericton 0%

Network average 11%

Fredericton's AI benchmark numbers compared to the network average across all tracked destinations.

Each metric shows two bars: Fredericton's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.

Presence beyond Fredericton-specific questions

How often Fredericton comes up in regional and national AI questions that aren't specifically about it (out of 12 tracked questions, as of Sep 29, 2026):

Recommended

Mentioned

Not mentioned

See all questions

Two-Week Must-See Itinerary in Canada — Direct Not mentioned
Two-Week Must-See Itinerary in Canada — Conversational Not mentioned
Two-Week Must-See Itinerary in Canada — Recommendation Not mentioned
Best Winter Destinations in Canada — Direct Not mentioned
Best Winter Destinations in Canada — Conversational Not mentioned
Best Winter Destinations in Canada — Recommendation Not mentioned
Best Foodie Cities in Canada — Direct Not mentioned
Best Foodie Cities in Canada — Conversational Not mentioned
Best Foodie Cities in Canada — Recommendation Not mentioned
Best Romantic Weekend Destinations in Canada — Direct Not mentioned
Best Romantic Weekend Destinations in Canada — Conversational Not mentioned
Best Romantic Weekend Destinations in Canada — Recommendation Not mentioned

Where AI might be wrong

The Schnitzel Parlour — Best Budget-Friendly Restaurants Closed

Flagged closed by 1 source, still recommended by GPT-4o and Perplexity Sonar.
The Schnitzel Parlour is closed for good due to health reasons, effective June 28, 2023.
Source
Science East Science Centre — Best Attractions for Families Closed

Flagged closed by 1 source, still recommended by GPT-4o and Perplexity Sonar.
Science East Science Centre is temporarily closed to the general public. Its official announcement says the former Fredericton location will not reopen to visitors until Science East moves to a temporary location; the organization continues outreach programs and plans a new science centre.
Source

Top picks by traveler intent

Isaac's Way 17 of 22

rank #1–#6

11th Mile 15 of 22

#1 every time

The Palate 11 of 22

rank #1–#6

MOCO Downtown 10 of 22

rank #2–#8

Chess Piece Patisserie & Café 8 of 22

rank #5–#10

The Lunar Rogue Pub 8 of 22

rank #2–#7

Wolastoq Wharf 8 of 22

#2 every time

540 Kitchen & Bar 7 of 22

rank #2–#7

Crowne Plaza Fredericton-Lord Beaverbrook 20 of 21

rank #1–#3

Delta Hotels by Marriott Fredericton 20 of 21

rank #1–#3

Hilton Garden Inn Fredericton 8 of 21

rank #2–#4

Chateau Fredericton 7 of 21

rank #1–#4

Quartermain House Bed & Breakfast 6 of 21

rank #2–#4

The Fredericton Inn 5 of 21

rank #3–#4

The Carriage House Inn 3 of 21

#4 every time

Best Western Plus Fredericton Hotel & Suites 2 of 21

rank #3–#5

Beaverbrook Art Gallery 22 of 22

rank #1–#4

Historic Garrison District 21 of 22

rank #1–#7

Odell Park 19 of 22

rank #4–#7

Kings Landing 18 of 22

rank #1–#13

Christ Church Cathedral 17 of 22

rank #3–#10

Boyce Farmers Market 15 of 22

rank #1–#9

Science East Science Centre 10 of 22

rank #7–#11

Saint John River waterfront and Bill Thorpe Walking Bridge 8 of 22

rank #2–#9

Delta Hotels by Marriott Fredericton 20 of 21

rank #1–#5

Crowne Plaza Fredericton-Lord Beaverbrook 18 of 21

rank #1–#5

Quartermain House Bed & Breakfast 10 of 21

rank #1–#5

The Carriage House Inn 7 of 21

rank #2–#5

The Fredericton Inn 7 of 21

rank #3–#4

By The River Bed & Breakfast 6 of 21

rank #2–#3

The Colonel's In Bed and Breakfast 6 of 21

rank #1–#2

Hilton Garden Inn Fredericton 4 of 21

rank #4–#6

Science East Science Centre 21 of 22

rank #1–#9

Odell Park 20 of 22

rank #1–#7

Boyce Farmers Market 17 of 22

rank #4–#16

Wilmot Park 16 of 22

rank #1–#9

Killarney Lake Park 15 of 22

rank #2–#10

Kingswood Entertainment Centre 15 of 22

rank #2–#11

Fredericton Region Museum 14 of 22

rank #4–#13

Kings Landing 14 of 22

rank #2–#12

Boyce Farmers Market 9 of 21

rank #2–#11

The Cabin 9 of 21

rank #1–#3

Snooty Fox 8 of 21

rank #1–#8

Dimitri’s 7 of 21

rank #1–#6

Isaac's Way 7 of 21

rank #1–#3

The Lunar Rogue Pub 6 of 21

rank #3–#8

Cinnamon Cafe 5 of 21

rank #3–#7

Rocket Burger 5 of 21

rank #3–#11

See more categories

St. Andrews by-the-Sea 29 of 31

rank #1–#7

Kings Landing 23 of 31

rank #1–#21

Saint John River waterfront and Bill Thorpe Walking Bridge 23 of 31

rank #2–#10

Mactaquac Provincial Park 22 of 31

rank #2–#22

Gagetown 20 of 31

rank #2–#15

Hartland Covered Bridge 16 of 31

rank #3–#17

Hopewell Rocks 16 of 31

rank #2–#17

Fundy National Park 15 of 31

rank #4–#17

Odell Park 22 of 25

rank #1–#12

Hyla Park Nature Preserve 16 of 25

rank #1–#13

Fredericton Botanic Garden 14 of 25

rank #2–#5

Charlotte Street Arts Centre 12 of 25

rank #4–#12

Killarney Lake Park 12 of 25

rank #1–#10

Beaverbrook Art Gallery 8 of 25

rank #3–#11

Boyce Farmers Market 8 of 25

rank #4–#15

Fredericton Region Museum 8 of 25

rank #1–#11

Christ Church Cathedral 23 of 23

rank #1–#11

Government House 22 of 23

rank #1–#10

Historic Garrison District 21 of 23

rank #1–#9

Fredericton Region Museum 17 of 23

rank #2–#8

Beaverbrook Art Gallery 12 of 23

rank #2–#10

The Legislative Assembly Building 12 of 23

rank #1–#7

City Hall 8 of 23

rank #3–#7

Kings Landing 7 of 23

rank #3–#12

Isaac's Way 20 of 23

rank #1–#6

Boyce Farmers Market 12 of 23

rank #1–#9

The Palate 12 of 23

rank #1–#7

540 Kitchen & Bar 11 of 23

rank #1–#7

Wolastoq Wharf 9 of 23

rank #1–#5

Snooty Fox 8 of 23

rank #2–#6

11th Mile 7 of 23

rank #1–#5

The Diplomat 7 of 23

rank #1–#8

Quartermain House Bed & Breakfast 14 of 22

rank #1–#2

Crowne Plaza Fredericton-Lord Beaverbrook 12 of 22

rank #1–#6

The Carriage House Inn 12 of 22

rank #1–#3

The Colonel's In Bed and Breakfast 7 of 22

rank #2–#4

By The River B&B 6 of 22

rank #2–#4

Micro Boutique Living Fredericton 5 of 22

rank #1–#5

Chateau Fredericton 4 of 22

rank #2–#4

Delta Hotels by Marriott Fredericton 3 of 22

rank #2–#4

Delta Hotels by Marriott Fredericton 22 of 22

rank #1–#6

Crowne Plaza Fredericton-Lord Beaverbrook 17 of 22

rank #1–#7

Hilton Garden Inn Fredericton 13 of 22

rank #2–#7

Hampton Inn & Suites by Hilton Fredericton 12 of 22

rank #1–#6

Best Western Plus Fredericton Hotel & Suites 10 of 22

rank #1–#6

Chateau Fredericton 10 of 22

rank #1–#3

Holiday Inn Express & Suites Fredericton 9 of 22

rank #3–#5

Ramada by Wyndham Fredericton 8 of 22

rank #2–#7

Boyce Farmers Market 17 of 22

rank #1–#5

Beaverbrook Art Gallery 15 of 22

rank #1–#7

Historic Garrison District 11 of 22

rank #1–#12

Harvest Jazz & Blues Festival 10 of 22

rank #3–#13

Odell Park 10 of 22

rank #3–#16

The Fredericton Playhouse 9 of 22

rank #2–#9

Saint John River waterfront and Bill Thorpe Walking Bridge 6 of 22

rank #2–#7

Charlotte Street Arts Centre 4 of 22

rank #2–#14

Days Inn Fredericton 19 of 21

rank #1–#6

Comfort Inn Fredericton 14 of 21

rank #1–#7

Hilton Garden Inn Fredericton 9 of 21

rank #1–#5

Norfolk Motel Fredericton 7 of 21

rank #1–#5

Amsterdam Inn & Suites 6 of 21

rank #1–#4

Travelodge Fredericton 6 of 21

rank #1–#6

City Motel Fredericton 4 of 21

rank #3–#4

Super 8 4 of 21

rank #1–#4

The Palate 16 of 21

rank #1–#5

11th Mile 9 of 21

rank #1–#4

MOCO Downtown 7 of 21

rank #2–#6

Wolastoq Wharf 7 of 21

rank #1–#4

540 Kitchen & Bar 6 of 21

rank #4–#5

BrewBakers 6 of 21

rank #2–#6

Isaac's Way 6 of 21

rank #1–#6

Maxwell’s Steak & Seafood 5 of 21

#3 every time

Boyce Farmers Market 17 of 21

rank #1–#6

Isaac's Way 12 of 21

rank #2–#12

11th Mile 9 of 21

rank #1–#5

Chess Piece Patisserie & Café 9 of 21

rank #2–#12

The Lunar Rogue Pub 9 of 21

rank #1–#9

Wolastoq Wharf 8 of 21

rank #2–#8

Graystone Brewing 7 of 21

rank #3–#8

540 Kitchen & Bar 6 of 21

rank #3–#10

Beaverbrook Art Gallery 21 of 21

rank #1–#2

Fredericton Region Museum 17 of 21

rank #1–#5

Kingswood Entertainment Centre 15 of 21

rank #1–#10

The Fredericton Playhouse 13 of 21

rank #3–#14

Boyce Farmers Market 12 of 21

rank #3–#13

Fredericton Public Library 11 of 21

rank #3–#14

Science East Science Centre 9 of 21

rank #2–#3

Clay Café 8 of 21

rank #4–#11

The Palate 15 of 21

rank #1–#6

Isaac's Way 12 of 21

rank #2–#8

11th Mile 10 of 21

rank #1–#2

MOCO Downtown 8 of 21

rank #2–#6

Wolastoq Wharf 7 of 21

rank #3–#5

Maxwell’s Steak & Seafood 6 of 21

rank #2–#4

The Lunar Rogue Pub 4 of 21

rank #2–#7

BrewBakers 3 of 21

rank #4–#7

Saint John River waterfront and Bill Thorpe Walking Bridge 19 of 21

rank #1–#7

Odell Park 14 of 21

rank #1–#4

Carleton Park 12 of 21

rank #1–#5

The Green 12 of 21

rank #1–#9

Killarney Lake Park 9 of 21

rank #3–#8

Government House 7 of 21

rank #2–#6

Fredericton Botanic Garden 6 of 21

rank #2–#8

Christ Church Cathedral 5 of 21

rank #3–#8

Beaverbrook Art Gallery 17 of 21

rank #4–#13

FROSTival 17 of 21

rank #1–#9

Odell Park 12 of 21

rank #1–#6

Crabbe Mountain 11 of 21

rank #1–#10

Killarney Lake Park 11 of 21

rank #2–#5

Officer’s Square 11 of 21

rank #2–#8

Mactaquac Provincial Park 10 of 21

rank #2–#7

Boyce Farmers Market 9 of 21

rank #4–#13

Where Perplexity's answers about Fredericton come from

Perplexity cited frederictoncapitalregion.ca, Fredericton's official tourism site, in 27 of 54 answers about Fredericton (50%, last 90 days).

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.

Fredericton in AI travel recommendations

What this check tells you

Fredericton's AI mentions show a striking 300% concentration finding, yet the city scores 0% distinctiveness against a 21% network average.

How AI sees Fredericton

How Fredericton benchmarks

Presence beyond Fredericton-specific questions

Where AI might be wrong

Top picks by traveler intent

Best Restaurants

Best Luxury Hotels

Must-See Attractions

Best Romantic Hotels

Best Attractions for Families

Best Budget-Friendly Restaurants

Best Day Trips

Best Hidden Gems

Best Historical Attractions

Best Local or Traditional Restaurants

Best Boutique Hotels

Best Family Hotels

Best Local Experiences

Best Budget Hotels

Best Fine-Dining Restaurants

Best Food Experiences

Best Rainy-Day Attractions

Best Restaurants for Couples

Best Viewpoints

Best Winter Experiences

Where Perplexity's answers about Fredericton come from

Other New Brunswick destinations TakeScout tracks

Moncton

Saint John