Market review analysis

Restaurant review trends in United States

Food is the most common complaint theme, appearing in 12.6% of analyzed complaint excerpts.

See the review patterns that stand out, compare the platforms, and open the source reports behind the numbers.

Published reviews
2.4 Million
Locations
2,775
Platforms
2
Updated
September 16, 2026

Platform comparison

How the review sources compare

Ratings and review volume are shown side by side so differences are easy to spot. The combined row is a market summary, not another review source.

Google Maps

Average rating

4.40/ 5

Locations

970

Published reviews

1,048,151

Tripadvisor

Average rating

4.29/ 5

Locations

1,805

Published reviews

1,349,037

Total

All sources

Average rating

4.33/ 5

Locations

2,775

Published reviews

2,397,188

Recurring themes

What guests mention when something goes wrong

These percentages show how often each theme appears in analyzed complaint excerpts. Open a topic for the platform split, benchmark, and supporting quotes.

  1. 01 Food Analysis of food and taste mentions. Complaint signal 12.6% 12.6% View evidence
  2. 02 Wait Time Analysis of wait time and delays. Complaint signal 10.2% 10.2% View evidence
  3. 03 Service Analysis of service mentions. Complaint signal 9.2% 9.2% View evidence
  4. 04 Value Analysis of value mentions. Complaint signal 6.1% 6.1% View evidence
  5. 05 Location Analysis of location mentions. Complaint signal 2.7% 2.7% View evidence
  6. 06 Noise Analysis of noise and volume mentions. Complaint signal 2.5% 2.5% View evidence
  7. 07 Atmosphere Analysis of ambiance and setting mentions. Complaint signal 1.3% 1.3% View evidence
  8. 08 Cleanliness Analysis of cleanliness mentions. Complaint signal 0.7% 0.7% View evidence

Geographic coverage

What this market includes

The current United States analysis covers 15 localities. Open a city only when you need its local source reports.

Source reports

Read the platform reports to see the source metrics and narrative behind this market summary.

Aggregate

Restaurants

Los Angeles restaurant reviews show sample differences in food consistency and service praise

Across 119 Los Angeles restaurants, this snapshot compares 8,998 topic-analyzed reviews from Google Maps and Tripadvisor. The businesses are not matched across samples, so differences do not prove a platform effect.

Los Angeles · August 09, 2026 Read source report

Aggregate

Restaurants

Seattle restaurant reviews show sample differences in food consistency and service praise

Across 151 Seattle restaurants, this snapshot compares 10,038 topic-analyzed reviews from Google Maps and Tripadvisor. The businesses are not matched across samples, so differences do not prove a platform effect.

Seattle · August 08, 2026 Read source report

Aggregate

Restaurants

San Francisco restaurant reviews show sample differences in service and food consistency praise

Across 211 San Francisco restaurants, this snapshot compares 13,678 topic-analyzed reviews from Google Maps and Tripadvisor. The businesses are not matched across samples, so differences do not prove a platform effect.

San Francisco · August 08, 2026 Read source report

Aggregate

Restaurants

The Tripadvisor sample has higher food and service praise shares for Houston restaurants, while food consistency is the larger complaint theme in both samples

Houston restaurant samples show where praise is concentrated, where complaints persist, and where the two samples differ.

Houston · August 07, 2026 Read source report

Aggregate

Restaurants

Dallas restaurant reviews point to strong service and food praise, but value and wait-time complaints still surface

Across provider coverage totaling 147 Dallas restaurant records, reviewers praise service and food most often. The Tripadvisor sample has higher praise shares for location, value, and wait time than the Google Maps sample.

Dallas · August 07, 2026 Read source report

Aggregate

Restaurants

Philadelphia restaurant samples show food and service as leading praise themes, with different value and wait-time shares

Separate Google Maps and Tripadvisor samples for Philadelphia restaurants show food and service as leading praise themes, while value and wait-time shares differ between the samples.

Philadelphia · August 07, 2026 Read source report

How to read this analysis

Reviato standardizes public review metrics across sources, then calculates topic signals from analyzed complaint and praise excerpts. Platform labels and source reports stay visible so the findings can be checked.

Topic percentages describe the analyzed excerpt sample, not every published review. Treat them as a market signal and confirm the pattern in your own recent feedback before acting.

Read the methodology Editorial policy