Tripadvisor
Complaint signal is 0.6%.
Praise signal is 1.9%.
Baseline signal is 0.8%.
Delta vs baseline is -0.2 points.
Topic
What restaurant reviews say about cleanliness in Illinois, United States
Cleanliness appears in 0.6% of analyzed complaint excerpts in this market.
Tripadvisor is below the baseline by 0.2 percentage points.
- Confidence
- 15,968
- Reviews analyzed
- Last update
- September 16, 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: +2.4pp
Complaint signal
0.6%
Praise signal
2.9%
Tripadvisor
Signal balance: +1.3pp
Complaint signal
0.6%
Praise signal
1.9%
How this market compares
Compare this subdivision with country-level Restaurants patterns.
Largest gap:
Tripadvisor is below baseline by 0.2 points.
Google Maps
Country baseline
0.7%
Tripadvisor
Country baseline
0.8%
Platform-by-platform signal
Compare complaint and praise mentions by source, including the available baseline.
Google Maps
Complaint signal is 0.6%.
Praise signal is 2.9%.
Baseline signal is 0.7%.
Delta vs baseline is -0.1 points.
Largest difference from baseline
This is the largest measured difference between the current market and its available baseline.
Tripadvisor
0.2pp belowCurrent signal is below baseline by 0.2 points (current 0.6%, baseline 0.8%).
Google Maps
0.1pp belowCurrent signal is below baseline by 0.1 points (current 0.6%, baseline 0.7%).
What reviewers keep mentioning
These themes appear most often in the analyzed excerpts for this market.
Google Maps
Top complaints
Ate inside and wouldn’t recommend get to go restaurant not that nice and could be cleaned better.
Google Maps
Top praises
Clean.
Google Maps
Top praises
Very clean.
Tripadvisor
Top complaints
And a very dirty toilet…
Tripadvisor
Top complaints
As a matter of fact, if restaurants cleaned their glasses better (and yes, I DID work as a server/bartender for years!), my friend might not have asked for a straw!
Tripadvisor
Top complaints
At the end of the day, if such a basic thing is not clean, you wonder what the restaurant philosophy is, at least regarding hygiene.
Tripadvisor
Top praises
What a neat place!
Tripadvisor
Top praises
$15 for full Indian buffet in downtown Chicago in a very clean looking place is unbeatable!
Tripadvisor
Top praises
A+ A++ Never seen a place with cleanliness and beautiful decorations and retractable roof.
Representative review quotes
These excerpts show the review language behind the measured signal.
Google Maps
Praise quote
Clean and friendly!
Review rating: 5.0
Tripadvisor
Complaint quote
Cappuccino was cold and we were told of machine cleaning during dinner service.
Review rating: 3.0
Tripadvisor
Praise quote
What a neat place!
Review rating: 5.0
What the signal means
Coverage
151 insight listings mention Cleanliness in this scope.
Signal strength
Complaint signal is 0.6% across available platforms.
Praise signal is 2.4% across available platforms.
Next step
Pick one issue worth checking, then use recent reviews to see whether the pattern is still present.
Compare Illinois, 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.
- Illinois, United States, Restaurants uses 15968 analyzed reviews across 2 platforms, 1 locality records, and 151 supporting insight listings for Cleanliness.
- Tripadvisor has the strongest complaint signal for Cleanliness at 0.6%, compared with a measured average of 0.6% across platforms.
- Google Maps has the strongest praise signal for Cleanliness at 2.9%, compared with a measured average of 2.4% 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
15,968
Collected reviews: 470,620 · Analysis coverage: 3.4%
Platforms covered
2
Last update
August 07, 2026
Reports behind this finding
Open the source reports behind this topic to check the platform metrics and surrounding analysis.
Google Maps
RestaurantsWhat Google Maps reviews show about noise at Chicago restaurants
Noise appears in the Google Maps review sample for Chicago 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.
Chicago · July 29, 2026
Read Full Insight
Tripadvisor
RestaurantsWhat Tripadvisor reviews show about atmosphere at Chicago restaurants
Atmosphere appears in the Tripadvisor review sample for Chicago 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.
Chicago · July 29, 2026
Read Full Insight
Keep exploring
Compare this finding with another topic or a broader market.
Compare another market
This page covers Restaurants in Illinois, United States. Compare it with the country view to see whether the difference is regional.
Other themes in this market
Compare other themes in Illinois, United States, Restaurants 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.