Topic

What restaurant reviews say about food in United States

Food appears in 12.6% of analyzed complaint excerpts in this market.

TripAdvisor is above the baseline by 1.2 percentage points.

Confidence
205,843
Reviews analyzed
Last update
August 23, 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: +65.5pp

Complaint signal

14.3%

Praise signal

79.8%

Google Maps
Signal balance: +47.0pp

Complaint signal

10.9%

Praise signal

57.9%

How this market compares

Compare Restaurants in United States with peer markets in other countries.

Largest gap: Tripadvisor is above baseline by 1.2 points.

Google Maps

Global Restaurants baseline

10.5%

Tripadvisor

Global Restaurants baseline

13.1%

Platform-by-platform signal

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

Tripadvisor

Complaint signal is 14.3%.

Praise signal is 79.8%.

Baseline signal is 13.1%.

Delta vs baseline is 1.2 points.

Google Maps

Complaint signal is 10.9%.

Praise signal is 57.9%.

Baseline signal is 10.5%.

Delta vs baseline is 0.5 points.

Largest difference from baseline

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

Tripadvisor

1.2pp above

Current signal is above baseline by 1.2 points (current 14.3%, baseline 13.1%).

Google Maps

0.4pp above

Current signal is above baseline by 0.4 points (current 10.9%, baseline 10.5%).

What reviewers keep mentioning

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

Tripadvisor Top complaints
Food was average.
Tripadvisor Top complaints
Food was mediocre.
Tripadvisor Top praises
Great food
Tripadvisor Top praises
Great food.
Google Maps Top complaints
Food poisoning.
Google Maps Top complaints
Food was cold.
Google Maps Top complaints
Food was ok.
Google Maps Top praises
Great food.
Google Maps Top praises
Great food!
Google Maps Top praises
Food was great.

Representative review quotes

These excerpts show the review language behind the measured signal.

Tripadvisor Praise quote
Good food terrible service terrible options don’t cater to people with special dietary needs

Review rating: 4.0

Google Maps Complaint quote
Ok for drinks, not so great for food.

Review rating: 1.0

Google Maps Praise quote
Lingon is an amazing place to have a meal.

Review rating: 5.0

What the signal means

Coverage

2320 insight listings mention Food in this scope.

Signal strength

Complaint signal is 12.6% across available platforms.

Praise signal is 68.9% across available platforms.

Next step

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

This Restaurants view keeps the evidence focused on one business type in United States. Compare its complaint and praise rates with the broader country topic before treating the pattern as category-specific. Check the source mix and review excerpts, then use your own recent feedback to decide whether the same issue deserves attention.

Use the Food signal to decide where to look, then check it against recent feedback from your own Restaurants.

Evidence behind this topic

  • Food groups review language such as food, taste, flavor, menu, dish, and meal, so the signal stays tied to concrete guest wording rather than a generic score.
  • United States, Restaurants uses 205843 analyzed reviews across 2 platforms, 35 locality records, and 2320 supporting insight listings for Food.
  • Tripadvisor has the strongest complaint signal for Food at 14.3%, compared with a measured average of 12.6% across platforms.
  • Tripadvisor has the strongest praise signal for Food at 79.8%, compared with a measured average of 68.9% 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

205,843

Collected reviews: 4,775,372 · Analysis coverage: 4.3%

Platforms covered

2

Last update

August 14, 2026

Reports behind this finding

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

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

Restaurants

What Google Maps reviews show about cleanliness at New York restaurants

Cleanliness appears in the Google Maps review sample for New York 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.

New York · July 31, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about noise at New York restaurants

Noise appears in the TripAdvisor review sample for New York 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.

New York · July 31, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about cleanliness at Dallas restaurants

Cleanliness appears in the Google Maps review sample for Dallas 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.

Dallas · July 31, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about noise at Dallas restaurants

Noise appears in the TripAdvisor review sample for Dallas 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.

Dallas · July 31, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about noise at Boston restaurants

Noise appears in the Google Maps review sample for Boston 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.

Boston · July 30, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about noise at Boston restaurants

Noise appears in the TripAdvisor review sample for Boston 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.

Boston · July 30, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about noise at Las Vegas restaurants

Noise appears in the Google Maps review sample for Las Vegas 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.

Las Vegas · July 30, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about atmosphere at Las Vegas restaurants

Atmosphere appears in the TripAdvisor review sample for Las Vegas 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.

Las Vegas · July 30, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about cleanliness at Buffalo restaurants

Cleanliness appears in the Google Maps review sample for Buffalo 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.

Buffalo · July 30, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about noise at Buffalo restaurants

Noise appears in the TripAdvisor review sample for Buffalo 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.

Buffalo · July 30, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about cleanliness at San Francisco restaurants

Cleanliness appears in the Google Maps review sample for San Francisco 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.

San Francisco · July 29, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about location at San Francisco restaurants

Location appears in the TripAdvisor review sample for San Francisco 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.

San Francisco · July 29, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about cleanliness at Orlando restaurants

Cleanliness appears in the Google Maps review sample for Orlando 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.

Orlando · July 29, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about value at Orlando restaurants

Value appears in the TripAdvisor review sample for Orlando 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.

Orlando · July 29, 2026 Read Full Insight

Google Maps

Restaurants

What 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

Restaurants

What 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

Google Maps

Restaurants

What Google Maps reviews show about cleanliness at Miami restaurants

Cleanliness appears in the Google Maps review sample for Miami 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.

Miami · July 28, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about cleanliness at Miami restaurants

Cleanliness appears in the TripAdvisor review sample for Miami 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.

Miami · July 28, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about cleanliness at Kansas City restaurants

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

Kansas City · July 28, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about location at Kansas City restaurants

Location appears in the TripAdvisor review sample for Kansas City 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.

Kansas City · July 28, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about atmosphere at Philadelphia restaurants

Atmosphere appears in the Google Maps review sample for Philadelphia 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.

Philadelphia · July 28, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about location at Philadelphia restaurants

Location appears in the TripAdvisor review sample for Philadelphia 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.

Philadelphia · July 28, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about noise at Los Angeles restaurants

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

Los Angeles · July 27, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about atmosphere at Los Angeles restaurants

Atmosphere appears in the TripAdvisor review sample for Los Angeles 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.

Los Angeles · July 27, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about cleanliness at Atlanta restaurants

Cleanliness 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.

Atlanta · July 27, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about noise at Atlanta restaurants

Noise 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.

Atlanta · July 27, 2026 Read Full Insight

Google Maps

Restaurants

What Google Maps reviews show about cleanliness at Houston restaurants

Cleanliness appears in the Google Maps review sample for Houston 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.

Houston · July 26, 2026 Read Full Insight

TripAdvisor

Restaurants

What TripAdvisor reviews show about noise at Houston restaurants

Noise appears in the TripAdvisor review sample for Houston 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.

Houston · July 26, 2026 Read Full Insight
Show fewer related insights

Keep exploring

Compare this finding with another topic or a broader market.

Compare another market

This page covers Restaurants in United States. Compare regions and cities to see where the pattern is strongest.

United States topics Market overview

Look at a narrower market

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

California, United States, Restaurants Florida, United States, Restaurants Georgia, United States, Restaurants Illinois, United States, Restaurants Massachusetts, United States, Restaurants Missouri, United States, Restaurants Nevada, United States, Restaurants New York, United States, Restaurants Pennsylvania, United States, Restaurants Texas, United States, Restaurants Washington, United States, Restaurants

Other themes in this market

Compare other themes in United States, Restaurants to see whether this finding stands alone or belongs to a wider pattern.

Wait Time Service Value Location Noise

Where to go next

Compare the broader market or return to the topic library.

Back to topic library Open market overview Food across United States Global Food topic

FAQ