Tripadvisor
Complaint signal is 5.4%.
Praise signal is 16.8%.
Baseline signal is 3.9%.
Delta vs baseline is 1.5 points.
Product
Appearance
System
Topic
Cleanliness appears in 5.3% of analyzed complaint excerpts in this market.
Google Maps is above the baseline by 1.7 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
5.2%
Praise signal
12.9%
Complaint signal
5.4%
Praise signal
16.8%
Compare this country-level view with global cross-category patterns.
Tripadvisor
Global baseline
3.9%
Google Maps
Global baseline
3.5%
Compare complaint and praise mentions by source, including the available baseline.
Tripadvisor
Complaint signal is 5.4%.
Praise signal is 16.8%.
Baseline signal is 3.9%.
Delta vs baseline is 1.5 points.
Google Maps
Complaint signal is 5.2%.
Praise signal is 12.9%.
Baseline signal is 3.5%.
Delta vs baseline is 1.7 points.
This is the largest measured difference between the current market and its available baseline.
Google Maps
1.7pp aboveCurrent signal is above baseline by 1.7 points (current 5.2%, baseline 3.5%).
Tripadvisor
1.5pp aboveCurrent signal is above baseline by 1.5 points (current 5.4%, baseline 3.9%).
These themes appear most often in the analyzed excerpts for this market.
Room was not clean.
30 minute wait, 15 for one drink, oysters were dirty!
Very clean.
Clean room.
It was spacious and clean.
Dirty.
Not clean
The room was clean and comfortable.
The room was clean.
Room was clean.
These excerpts show the review language behind the measured signal.
The dishes WERE ALL DIRTY, as if they were taken from a group of unwashed dishes (see attached photos).
Review rating: 2.0
clean and friendly staff.
Review rating: 5.0
Coverage
337 insight listings mention Cleanliness in this scope.
Signal strength
Complaint signal is 5.3% across available platforms.
Praise signal is 14.8% across available platforms.
Next step
Pick one issue worth checking, then use recent reviews to see whether the pattern is still present.
This country view combines every indexed category with evidence for this topic in United States. Use it as a broad baseline, then open a category view before applying the pattern to a particular kind of business. Differences in complaint rate, praise rate, source mix, and excerpts show where a narrower check may be more useful.
Use the Cleanliness signal to decide where to look, then check it against recent feedback from your own local businesses.
Check how much evidence is available and when it was last updated before relying on the finding.
Reviews analyzed
33,228
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
HotelsLocation appears in the Google Maps review sample for Atlanta hotels. 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
HotelsService appears in the Tripadvisor review sample for Atlanta hotels. 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.
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 combines several categories in United States. Choose a category for a more precise comparison.
See how Cleanliness changes across a more specific category or region.
Compare other themes in Georgia, United States to see whether this finding stands alone or belongs to a wider pattern.
Compare the broader market or return to the topic library.