Topic

What reviews say about cleanliness in United States

Cleanliness appears in 3.7% of analyzed complaint excerpts in this market.

Google Maps is above the baseline by 0.8 percentage points.

Confidence
503,694
Reviews analyzed
Last update
August 24, 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: +12.4pp

Complaint signal

3.9%

Praise signal

16.3%

Google Maps
Signal balance: +7.9pp

Complaint signal

3.5%

Praise signal

11.4%

How this market compares

Compare this country-level view with global cross-category patterns.

Largest gap: Google Maps is above baseline by 0.8 points.

Tripadvisor

Global baseline

3.3%

Google Maps

Global baseline

2.8%

Platform-by-platform signal

Compare complaint and praise mentions by source, including the available baseline.

Tripadvisor

Complaint signal is 3.9%.

Praise signal is 16.3%.

Baseline signal is 3.3%.

Delta vs baseline is 0.6 points.

Google Maps

Complaint signal is 3.5%.

Praise signal is 11.4%.

Baseline signal is 2.8%.

Delta vs baseline is 0.8 points.

Largest difference from baseline

This is the largest measured difference between the current market and its available baseline.

Google Maps

0.8pp above

Current signal is above baseline by 0.8 points (current 3.5%, baseline 2.8%).

Tripadvisor

0.6pp above

Current signal is above baseline by 0.6 points (current 3.9%, baseline 3.3%).

What reviewers keep mentioning

These themes appear most often in the analyzed excerpts for this market.

Tripadvisor Top complaints
Dirty
Tripadvisor Top complaints
Dirty.
Tripadvisor Top complaints
$12.95 for dirty bagel and lox.
Tripadvisor Top praises
Clean.
Tripadvisor Top praises
Very clean.
Tripadvisor Top praises
The room was clean.
Google Maps Top complaints
Dirty.
Google Maps Top complaints
$15 for a glass of wine, and it was dirty, there was something in it.
Google Maps Top complaints
$9 for a iced dirty chai with oat milk that tasted sooo awful.
Google Maps Top praises
Clean.
Google Maps Top praises
Very clean.
Google Maps Top praises
Clean rooms.

Representative review quotes

These excerpts show the review language behind the measured signal.

Tripadvisor Complaint quote
The bathrooms dirty and smelled and toilet clogged.

Review rating: 1.0

Tripadvisor Praise quote
Unbelievably Beautiful Art inside Very Neat!

Review rating: 5.0

Google Maps Complaint quote
It was very dirty on the inside of the restaurant and our booth was sticky.

Review rating: 1.0

Google Maps Praise quote
The food was delicious, the restaurant clean, but the best part was the service.

Review rating: 5.0

What the signal means

Coverage

5208 insight listings mention Cleanliness in this scope.

Signal strength

Complaint signal is 3.7% across available platforms.

Praise signal is 13.8% 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.

Evidence behind this topic

  • Cleanliness groups review language such as clean, cleanliness, dirty, hygiene, pests, and sanitary, so the signal stays tied to concrete guest wording rather than a generic score.
  • United States uses 503694 analyzed reviews across 2 platforms, 64 locality records, and 5208 supporting insight listings for Cleanliness.
  • Tripadvisor has the strongest complaint signal for Cleanliness at 3.9%, compared with a measured average of 3.7% across platforms.
  • Tripadvisor has the strongest praise signal for Cleanliness at 16.3%, compared with a measured average of 13.8% 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

503,694

Platforms covered

2

Last update

August 24, 2026

Reports behind this finding

Open the source reports behind this topic to check the platform metrics and surrounding analysis.

Google Maps

Hotels

What Google Maps reviews show about noise at Los Angeles hotels

Noise appears in the Google Maps review sample for Los Angeles 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.

Los Angeles · August 08, 2026 Read Full Insight

TripAdvisor

Hotels

What TripAdvisor reviews show about amenities at Los Angeles hotels

Amenities appears in the TripAdvisor review sample for Los Angeles 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.

Los Angeles · August 08, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about cleanliness at Seattle restaurants

Cleanliness appears in the Google Maps review sample for Seattle 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.

Seattle · August 04, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about location at Seattle restaurants

Location appears in the TripAdvisor review sample for Seattle 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.

Seattle · August 04, 2026 Read Full Insight

Google Maps

Hotels

What Google Maps reviews show about location at Atlanta hotels

Location 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.

Atlanta · July 31, 2026 Read Full Insight

TripAdvisor

Hotels

What TripAdvisor reviews show about service at Atlanta hotels

Service 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.

Atlanta · July 31, 2026 Read Full Insight

Google Maps

Hotels

What Google Maps reviews show about breakfast at Kansas City hotels

Breakfast appears in the Google Maps review sample for Kansas City 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.

Kansas City · July 31, 2026 Read Full Insight

TripAdvisor

Hotels

What TripAdvisor reviews show about breakfast at Kansas City hotels

Breakfast appears in the TripAdvisor review sample for Kansas City 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.

Kansas City · July 31, 2026 Read Full Insight

Keep exploring

Compare this finding with another topic or a broader market.

Compare another market

This page combines several categories in United States. Choose a category for a more precise comparison.

Look at a narrower market

See how Cleanliness changes across a more specific category or region.

Other themes in this market

Compare other themes in United States 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.

FAQ