Tripadvisor
Complaint signal is 0.9%.
Praise signal is 2.1%.
Baseline signal is 0.8%.
Delta vs baseline is 0.1 points.
Product
Appearance
System
Topic
Cleanliness appears in 0.9% of analyzed complaint excerpts in this market.
Google Maps is above the baseline by 0.1 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
0.8%
Praise signal
2.0%
Complaint signal
0.9%
Praise signal
2.1%
Compare this subdivision with country-level Restaurants patterns.
Google Maps
Country baseline
0.7%
Tripadvisor
Country baseline
0.8%
Compare complaint and praise mentions by source, including the available baseline.
Tripadvisor
Complaint signal is 0.9%.
Praise signal is 2.1%.
Baseline signal is 0.8%.
Delta vs baseline is 0.1 points.
Google Maps
Complaint signal is 0.8%.
Praise signal is 2.0%.
Baseline signal is 0.7%.
Delta vs baseline is 0.1 points.
This is the largest measured difference between the current market and its available baseline.
Google Maps
0.1pp aboveCurrent signal is above baseline by 0.1 points (current 0.8%, baseline 0.7%).
Tripadvisor
0.1pp aboveCurrent signal is above baseline by 0.1 points (current 0.9%, baseline 0.8%).
These themes appear most often in the analyzed excerpts for this market.
30 minute wait, 15 for one drink, oysters were dirty!
Always get the dirty bird.
Very clean.
All the condiments and accessories were filled and keep clean and presentable.
Also, I mistakenly left my birthday gifts on the table and they told me it was thrown away by the clean up crew and it’s nothing that they could do about it.
Also, when I came in I realised a very strong smell of cleaning chemicals - which was very off - putting- but then after a few minutes the waiter came and he seemed polite- however he did really not advise me well with the food.
Place was clean.
Again, I wanted to lick the dish clean.
Alan, the sous chef, checked every single dish, tasted, cleaned and seasoned every plate before it left.
These excerpts show the review language behind the measured signal.
30 minute wait, 15 for one drink, oysters were dirty!
Review rating: 2.0
Food was good, vibes were fun, loved the customer service, it was clean in there and I’m so happy that me and my friend 10/10 would recommend
Review rating: 5.0
I had ordered a dry and very dirty martini.
Review rating: 2.0
The staff is very friendly and the room was very clean..
Review rating: 5.0
Coverage
128 insight listings mention Cleanliness in this scope.
Signal strength
Complaint signal is 0.9% across available platforms.
Praise signal is 2.0% across available platforms.
Next step
Pick one issue worth checking, then use recent reviews to see whether the pattern is still present.
Compare Georgia, United States with the national Restaurants pattern to see what stands out locally.
Use the Cleanliness 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
13,360
Collected reviews: 231,280 · Analysis coverage: 5.8%
Platforms covered
2
Last update
August 06, 2026
Open the source reports behind this topic to check the platform metrics and surrounding analysis.
Google Maps
RestaurantsCleanliness appears in the Google Maps review sample for Atlanta 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.
TripAdvisor
RestaurantsNoise appears in the TripAdvisor review sample for Atlanta 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.
Compare this finding with another topic or a broader market.
This page covers Restaurants in Georgia, United States. Compare it with the country view to see whether the difference is regional.
Compare other themes in Georgia, 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.