Newfoundland and Labrador in AI travel recommendations
Praised for food and culture, but AI rarely links it to outdoor adventure or surfaces it beyond direct searches.
Newfoundland and Labrador official site ↗
across 2 tracked cities in Newfoundland and Labrador
Latest findings
- In Best Restaurants, 26 of the 27 ranked entities changed position this check, making it St. John's most volatile tracked category.
- In Best Family Hotels, the top 3 properties — Sheraton Hotel Newfoundland, Holiday Inn St. John's Conference Centre, and Alt Hotel St. John's — capture 50% of mentions across 6 answers, well above the 27% an even split would produce.
- In Best Restaurants, all 22 tracked entities changed position this check, making it Corner Brook's most volatile category.
- In Best Family Hotels, the top 3 properties — Comfort Inn Corner Brook, Glynmill Inn Pond, and Greenwood Inn & Suites — hold 65% of mentions across 6 answers, versus the 43% expected under an even split.
How Newfoundland and Labrador compares, rolled up
Newfoundland and Labrador's benchmark numbers averaged across its tracked cities, compared to the network average across all tracked destinations.
Each metric shows two bars: the rolled-up average across Newfoundland and Labrador's tracked destinations and the network average for that metric, so you can see how it compares. See how these scores are calculated.
What this check tells you
In Best Fine-Dining Restaurants, the top 3 picks — Raymonds Restaurant, The Merchant Tavern, and Mallard Cottage — take 42.5% of mentions versus the 18.8% they'd get if AI spread recommendations evenly across all options.
Best Hidden Gems shows the widest gap between even distribution and reality, with Red Bay National Historic Site, Battle Harbour, and Change Islands pulling 16.5% of mentions against an expected 4.6%.
Best Local Experiences and Best Food Experiences both show entities-moved counts exceeding their total tracked entities (90 of 46, and 77 of 18), indicating repeated churn among the same small pool of picks between the September 3 and September 6 checks.
Raymonds Restaurant and Mallard Cottage each appear in the top 3 across five separate restaurant categories, from Best Restaurants to Best Restaurants for Couples, showing consistent AI preference for the same names regardless of the specific query angle.
Newfoundland and Labrador scores 0% distinctiveness versus a 10% network average and surfaces in none of the 12 indirect AI questions tracked.
AI assistants most often describe Newfoundland and Labrador through its culinary scene, paired with supporting themes like local ingredients, fine dining, and family-friendly activities, drawing overwhelmingly positive sentiment at 93% across 746 rated mentions. Yet the destination's own promoted strength—outdoor adventures in warmer months and winter sports and festivals in winter—is underrepresented in how AI currently frames it. This gap coincides with a 0% distinctiveness score against a 10% network average and a confirmed-open rate of 74%, below the 80% network benchmark. The destination also fails to appear in any of the 12 tracked indirect questions, limiting its visibility beyond direct searches.
How AI sees Newfoundland and Labrador
Across the prompts we've tracked, AI most consistently associates Newfoundland and Labrador with:
- culinary scene
- culinary experience
- family-friendly activities
- fine dining
- food culture
- Local Culture
- local experiences
- local ingredients
- natural attraction
How Newfoundland and Labrador benchmarks
Newfoundland and Labrador's 0% distinctiveness score compares to the 10% network average, trailing the network average in how distinctly AI assistants describe it.
Each metric shows two bars: Newfoundland and Labrador's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.
Presence beyond Newfoundland and Labrador-specific questions
How often Newfoundland and Labrador comes up in regional and national AI questions that aren't specifically about it (out of 12 tracked questions, as of Oct 5, 2026):
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
- Raymonds Restaurant — Best Fine-Dining Restaurants(+4 more) Closed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and GPT-4o and Perplexity Sonar.
CBC News reported that Raymonds in St. John’s had been "shuttered since January 2021."
Source
Top picks by traveler intent
Best Restaurants
Best Luxury Hotels
Must-See Attractions
Best Romantic Hotels
Best Attractions for Families
Best Budget-Friendly Restaurants
See more categories
Best Food Experiences
Best Local Experiences
Best Day Trips
Best Local or Traditional Restaurants
Best Historical Attractions
Best Boutique Hotels
Best Budget Hotels
Best Fine-Dining Restaurants
Best Family Hotels
Best Rainy-Day Attractions
Best Restaurants for Couples
Best Viewpoints
Best Winter Experiences
Where Perplexity's answers about Newfoundland and Labrador come from
Perplexity cited newfoundlandlabrador.com, Newfoundland and Labrador's official tourism site, in 31 of 53 answers about Newfoundland and Labrador (58%, last 90 days).
The web domains Perplexity's live search pulled most while answering tracked travel questions about Newfoundland and Labrador (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet. See the network-wide ranking.
- Tripadvisor ↗ 179
- canada.ca ↗ 43
- reddit.com ↗ 31
- Expedia ↗ 13
- OpenTable ↗ 12
- Hotels.com ↗ 10