Tripadvisor
Complaint signal is 1.8%.
Praise signal is 20.9%.
Baseline signal is 1.6%.
Delta vs baseline is 0.2 points.
Product
Appearance
System
Topic
Atmosphere appears in 1.4% of analyzed complaint excerpts in this market.
TripAdvisor is above the baseline by 0.2 percentage points.
Share of complaint snippets where this topic appears by platform.
This metric tracks topic presence in complaint snippets, not positive versus negative sentiment split.
Balance is praise minus complaint for this topic on the same platform.
Complaint signal
1.8%
Praise signal
20.9%
Complaint signal
1.0%
Praise signal
14.2%
Compare this subdivision with country-level Restaurants patterns.
Google Maps
Country baseline
0.9%
Tripadvisor
Country baseline
1.6%
Compare complaint and praise mentions by source, including the available baseline.
Tripadvisor
Complaint signal is 1.8%.
Praise signal is 20.9%.
Baseline signal is 1.6%.
Delta vs baseline is 0.2 points.
Google Maps
Complaint signal is 1.0%.
Praise signal is 14.2%.
Baseline signal is 0.9%.
Delta vs baseline is 0.1 points.
This is the largest measured difference between the current market and its available baseline.
Tripadvisor
0.2pp aboveCurrent signal is above baseline by 0.2 points (current 1.8%, baseline 1.6%).
Google Maps
0.0pp aboveCurrent signal is above baseline by 0.0 points (current 1.0%, baseline 0.9%).
These themes appear most often in the analyzed excerpts for this market.
A bit expensive for the atmosphere.
A dark, eclectic atmosphere does not guarantee a great dining experience!
The AV equipment wasn’t set up and the room was freezing.
Great atmosphere.
Nice atmosphere.
Great ambiance.
I have no idea how it’s possible to make these mistakes when there was literally a banquet order and a timeline available through them that we set up together.
- Absolutely no Christmas decorations which was poor considering all of the other diners were there for the (Christmas) Pre-fixe
2 stars are solely for the food and atmosphere.
Great atmosphere.
Great atmosphere!
Great vibe.
These excerpts show the review language behind the measured signal.
The combination of hostile treatment from the maître d', poor service, substandard food, and unsanitary conditions set a terrible tone for what was meant to be a special celebration.
Review rating: 1.0
We got to sit in the outdoor section and the atmosphere feels like it flows both indoor and out, I got the fettuccine con vongole and it was the perfect number of clams and had such a wonderfully buttery garlicy sauce.
Review rating: 5.0
Waiting nearly two hours for food, especially with a set schedule for a show, made the evening feel rushed and stressful instead of enjoyable.
Review rating: 1.0
Coverage
352 insight listings mention Atmosphere in this scope.
Signal strength
Complaint signal is 1.4% across available platforms.
Praise signal is 17.6% across available platforms.
Next step
Pick one issue worth checking, then use recent reviews to see whether the pattern is still present.
Compare New York, United States with the national Restaurants pattern to see what stands out locally.
Use the Atmosphere signal to decide where to look, then check it against recent feedback from your own Restaurants.
Check how much evidence is available and when it was last updated before relying on the finding.
Reviews analyzed
28,312
Collected reviews: 864,754 · Analysis coverage: 3.3%
Platforms covered
2
Last update
July 26, 2026
Open the source reports behind this topic to check the platform metrics and surrounding analysis.
Google Maps
RestaurantsBuffalo Restaurants snapshot: 70 analyzed locations, 46,618 published reviews, and a reported average rating of 4.45.
TripAdvisor
RestaurantsBuffalo Restaurants snapshot: 107 analyzed locations, 29,875 published reviews, and a reported average rating of 4.17.
Google Maps
RestaurantsNew York Restaurants snapshot: 86 analyzed locations, 99,712 published reviews, and a reported average rating of 4.36.
TripAdvisor
RestaurantsNew York Restaurants snapshot: 211 analyzed locations, 255,235 published reviews, and a reported average rating of 4.3.
Compare this finding with another topic or a broader market.
This page covers Restaurants in New York, United States. Compare it with the country view to see whether the difference is regional.
Compare other themes in New York, United States, Restaurants to see whether this finding stands alone or belongs to a wider pattern.
Compare the broader market or return to the topic library.