Topic

What reviews say about cleanliness in Massachusetts, United States

Cleanliness appears in 4.2% of analyzed complaint excerpts in this market.

Confidence: 27,835; 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.

Tripadvisor

Signal balance: +14.8pp

Complaint signal

3.4%

Praise signal

18.1%

Google Maps

Signal balance: +14.4pp

Complaint signal

5.0%

Praise signal

19.4%

How this market compares

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

Baseline comparison is not available for this scope yet.

Platform-by-platform signal

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

Google Maps

Complaint signal is 5.0%.

Praise signal is 19.4%.

Tripadvisor

Complaint signal is 3.4%.

Praise signal is 18.1%.

Largest difference from baseline

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

Not enough comparison data is available for interpretation in this scope.

What reviewers keep mentioning

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

Tripadvisor Top complaints

Carpets are dirty both in my room and in the common areas.

Tripadvisor Top complaints

Dirty

Tripadvisor Top complaints

Room was dirty.

Tripadvisor Top praises

Clean.

Tripadvisor Top praises

Room was clean.

Tripadvisor Top praises

The room was clean and comfortable.

Google Maps Top complaints

$400 dollars a night for a closet sized room with a view into a dirty back alley.

Google Maps Top complaints

1) The room was so outdated and dirty.

Google Maps Top praises

Clean rooms.

Google Maps Top praises

Clean room.

Google Maps Top praises

Clean.

Representative review quotes

These excerpts show the review language behind the measured signal.

Tripadvisor Complaint quote

The bathroom was not cleaned, there was hair left in the shower when I checked in.

Review rating: 2.0

Tripadvisor Praise quote

Super clean with friendly staff.

Review rating: 5.0

What the signal means

Coverage

304 insight listings mention Cleanliness in this scope.

Signal strength

Complaint signal is 4.2% across available platforms.

Praise signal is 18.8% 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.
Massachusetts, United States uses 27835 analyzed reviews across 2 platforms, 1 locality records, and 304 supporting insight listings for Cleanliness.
Google Maps has the strongest complaint signal for Cleanliness at 5.0%, compared with a measured average of 4.2% across platforms.
Google Maps has the strongest praise signal for Cleanliness at 19.4%, compared with a measured average of 18.8% across platforms.