Topic

What restaurant reviews say about cleanliness in Massachusetts, United States

Cleanliness appears in 1.4% of analyzed complaint excerpts in this market.

Google Maps is above the baseline by 0.8 percentage points.

Confidence: 12,123; Reviews analyzed
Last update: July 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.

Google Maps

Signal balance: +1.0pp

Complaint signal

1.7%

Praise signal

2.7%

Tripadvisor

Signal balance: +0.7pp

Complaint signal

1.2%

Praise signal

1.9%

How this market compares

Compare this subdivision with country-level Restaurants patterns.

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

Google Maps

Country baseline

0.9%

Tripadvisor

Country baseline

1.0%

Platform-by-platform signal

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

Google Maps

Complaint signal is 1.7%.

Praise signal is 2.7%.

Baseline signal is 0.9%.

Delta vs baseline is 0.8 points.

Tripadvisor

Complaint signal is 1.2%.

Praise signal is 1.9%.

Baseline signal is 1.0%.

Delta vs baseline is 0.2 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 1.7%, baseline 0.9%).

Tripadvisor

0.2pp above

Current signal is above baseline by 0.2 points (current 1.2%, baseline 1.0%).

What reviewers keep mentioning

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

Google Maps Top complaints

Dirty plates stayed on the table for over 15 minutes, and another staff member had to clear them.

Google Maps Top praises

By the way, they may want to clean the bathroom.

Tripadvisor Top complaints

$6 for weak coffee that tastes like hot, dirty dishwater, and the fact that they bring you one little pot to serve yourself means it will never get refilled.

Tripadvisor Top complaints

A dirty dish rubbed against one of our party's suit coat.

Tripadvisor Top praises

Clean.

Tripadvisor Top praises

A beautiful restaurant (atmosphere is so much better than in the pics!) with an excellent dirty martini.

Representative review quotes

These excerpts show the review language behind the measured signal.

Google Maps Praise quote

The staff here is friendly, and it's clean, bright, and cozy.

Review rating: 5.0

Tripadvisor Complaint quote

Our server then suggested masking the quality by ordering a cosmopolitan or an extra dirty martini with blue cheese olives—obviously they also have no respect for their clientele they will be fine with one the lowest quality vodkas available.

Review rating: 1.0

Tripadvisor Praise quote

A beautiful restaurant (atmosphere is so much better than in the pics!) with an excellent dirty martini.

Review rating: 4.0

What the signal means

Coverage

118 insight listings mention Cleanliness in this scope.

Signal strength

Complaint signal is 1.4% across available platforms.

Praise signal is 2.3% across available platforms.

Next step

Pick one issue worth checking, then use recent reviews to see whether the pattern is still present.

Compare Massachusetts, 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.

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.
Massachusetts, United States, Restaurants uses 12123 analyzed reviews across 2 platforms, 1 locality records, and 118 supporting insight listings for Cleanliness.
Google Maps has the strongest complaint signal for Cleanliness at 1.7%, compared with a measured average of 1.4% across platforms.
Google Maps has the strongest praise signal for Cleanliness at 2.7%, compared with a measured average of 2.3% across platforms.