Tripadvisor
Complaint signal is 11.4%.
Praise signal is 60.5%.
Baseline signal is 10.9%.
Delta vs baseline is 0.6 points.
Topic
What restaurant reviews say about service in New York, United States
Service appears in 9.4% of analyzed complaint excerpts in this market.
TripAdvisor is above the baseline by 0.6 percentage points.
- Confidence
- 29,944
- Reviews analyzed
- Last update
- August 25, 2026
- 2 platforms in the sample
At a glance
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.
Tripadvisor
Signal balance: +49.1pp
Complaint signal
11.4%
Praise signal
60.5%
Google Maps
Signal balance: +29.8pp
Complaint signal
7.4%
Praise signal
37.2%
How this market compares
Compare this subdivision with country-level Restaurants patterns.
Largest gap:
Tripadvisor is above baseline by 0.6 points.
Google Maps
Country baseline
7.7%
Tripadvisor
Country baseline
10.9%
Platform-by-platform signal
Compare complaint and praise mentions by source, including the available baseline.
Google Maps
Complaint signal is 7.4%.
Praise signal is 37.2%.
Baseline signal is 7.7%.
Delta vs baseline is -0.3 points.
Largest difference from baseline
This is the largest measured difference between the current market and its available baseline.
Tripadvisor
0.6pp aboveCurrent signal is above baseline by 0.6 points (current 11.4%, baseline 10.9%).
Google Maps
0.3pp belowCurrent signal is below baseline by 0.3 points (current 7.4%, baseline 7.7%).
What reviewers keep mentioning
These themes appear most often in the analyzed excerpts for this market.
Tripadvisor
Top complaints
Terrible service.
Tripadvisor
Top complaints
The service was terrible.
Tripadvisor
Top complaints
Bad service
Tripadvisor
Top praises
Service was excellent.
Tripadvisor
Top praises
Great service.
Tripadvisor
Top praises
The service was excellent.
Google Maps
Top complaints
Horrible service.
Google Maps
Top complaints
Awful service.
Google Maps
Top complaints
Terrible service.
Google Maps
Top praises
Great service.
Google Maps
Top praises
Friendly staff.
Google Maps
Top praises
Great food and service!
Representative review quotes
These excerpts show the review language behind the measured signal.
Google Maps
Praise quote
An excellent venue with stellar service and food!
Review rating: 5.0
What the signal means
Coverage
359 insight listings mention Service in this scope.
Signal strength
Complaint signal is 9.4% across available platforms.
Praise signal is 48.9% 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 Service signal to decide where to look, then check it against recent feedback from your own Restaurants.
Evidence behind this topic
- Service groups review language such as service, staff, assistance, support, help, and slow service, so the signal stays tied to concrete guest wording rather than a generic score.
- New York, United States, Restaurants uses 29944 analyzed reviews across 2 platforms, 4 locality records, and 359 supporting insight listings for Service.
- Tripadvisor has the strongest complaint signal for Service at 11.4%, compared with a measured average of 9.4% across platforms.
- Tripadvisor has the strongest praise signal for Service at 60.5%, compared with a measured average of 48.9% across platforms.
How reliable is this signal?
Check how much evidence is available and when it was last updated before relying on the finding.
Reviews analyzed
29,944
Collected reviews: 886,722 · Analysis coverage: 3.4%
Platforms covered
2
Last update
August 25, 2026
Reports behind this finding
Open the source reports behind this topic to check the platform metrics and surrounding analysis.
Google Maps
RestaurantsWhat Google Maps reviews show about cleanliness at New York restaurants
Cleanliness appears in the Google Maps review sample for New York restaurants. For operators, the useful question is whether recent reviews for their own business show the same pattern; the market sample cannot diagnose one venue or explain a cause.
New York · July 31, 2026
Read Full Insight
TripAdvisor
RestaurantsWhat TripAdvisor reviews show about noise at New York restaurants
Noise appears in the TripAdvisor review sample for New York restaurants. For operators, the useful question is whether recent reviews for their own business show the same pattern; the market sample cannot diagnose one venue or explain a cause.
New York · July 31, 2026
Read Full Insight
Google Maps
RestaurantsWhat Google Maps reviews show about cleanliness at Buffalo restaurants
Cleanliness appears in the Google Maps review sample for Buffalo restaurants. For operators, the useful question is whether recent reviews for their own business show the same pattern; the market sample cannot diagnose one venue or explain a cause.
Buffalo · July 30, 2026
Read Full Insight
TripAdvisor
RestaurantsWhat TripAdvisor reviews show about noise at Buffalo restaurants
Noise appears in the TripAdvisor review sample for Buffalo restaurants. For operators, the useful question is whether recent reviews for their own business show the same pattern; the market sample cannot diagnose one venue or explain a cause.
Buffalo · July 30, 2026
Read Full Insight
Keep exploring
Compare this finding with another topic or a broader market.
Compare another market
This page covers Restaurants in New York, United States. Compare it with the country view to see whether the difference is regional.
Other themes in this market
Compare other themes in New York, United States, Restaurants to see whether this finding stands alone or belongs to a wider pattern.
Where to go next
Compare the broader market or return to the topic library.