Market review analysis

Restaurant review trends in Pennsylvania, United States

Food is the most common complaint theme, appearing in 12.4% of analyzed complaint excerpts.

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

Published reviews
107 Thousand
Locations
151
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

4.44/ 5

Locations

38

Published reviews

53,007

Tripadvisor

Average rating

4.32/ 5

Locations

113

Published reviews

54,003

Total

All sources

Average rating

4.35/ 5

Locations

151

Published reviews

107,010

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 12.4% 12.4% View evidence
  2. 02 Wait Time Analysis of wait time and delays. Complaint signal 11.4% 11.4% View evidence
  3. 03 Service Analysis of service mentions. Complaint signal 9.9% 9.9% View evidence
  4. 04 Value Analysis of value mentions. Complaint signal 5.6% 5.6% View evidence
  5. 05 Noise Analysis of noise and volume mentions. Complaint signal 3.8% 3.8% View evidence
  6. 06 Location Analysis of location mentions. Complaint signal 2.5% 2.5% View evidence
  7. 07 Atmosphere Analysis of ambiance and setting mentions. Complaint signal 1.4% 1.4% 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 Pennsylvania, United States analysis covers one locality. City and regional views are combined here because they would otherwise repeat the same evidence.

  • Philadelphia

    3 review sources

Source reports

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

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

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 source report

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 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