Market review analysis

Restaurant review snapshot in United States

Service is the most common complaint theme, with a 9.6% average share of analyzed reviews across sources with a positive complaint share.

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

Published reviews
2,397,188
Listing records
2,775
Platforms
2
Updated
Oct 08

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 sums listing records across sources. The same business may appear on more than one platform.

Google Maps

Average rating

4.40/ 5

Listing records

970

Published reviews

1,048,151

Tripadvisor

Average rating

4.29/ 5

Listing records

1,805

Published reviews

1,349,037

Total

All sources

Average rating

4.33/ 5

Listing records

2,775

Published reviews

2,397,188

Recurring themes

What guests mention when something goes wrong

These percentages summarize distinct analyzed reviews with complaint mentions. Open the source counts to see the provider shares behind each market signal.

Each provider share is complaint reviews divided by analyzed reviews. Provider shares are rounded to two decimal places before averaging. The market signal gives equal weight to positive provider shares and excludes zero shares.

  1. 01 Service Analysis of service mentions. Complaint signal 9.6% 9.6%
    Service source counts
    Google Maps

    5,137 complaint reviews out of 66,604 analyzed reviews · 7.71%

    Review period May 05, 2015 to August 29, 2026

    Data updated October 06, 2026

    Tripadvisor

    15,712 complaint reviews out of 138,075 analyzed reviews · 11.38%

    Review period January 20, 2015 to August 31, 2026

    Data updated October 04, 2026

  2. 02 Wait Time Analysis of wait time and delays. Complaint signal 7.5% 7.5%
    Wait Time source counts
    Google Maps

    3,305 complaint reviews out of 66,604 analyzed reviews · 4.96%

    Review period September 04, 2015 to August 07, 2026

    Data updated October 06, 2026

    Tripadvisor

    13,793 complaint reviews out of 138,075 analyzed reviews · 9.99%

    Review period January 20, 2015 to August 28, 2026

    Data updated October 04, 2026

  3. 03 Value Analysis of value mentions. Complaint signal 6.3% 6.3%
    Value source counts
    Google Maps

    3,035 complaint reviews out of 66,604 analyzed reviews · 4.56%

    Review period May 05, 2015 to August 28, 2026

    Data updated October 06, 2026

    Tripadvisor

    11,079 complaint reviews out of 138,075 analyzed reviews · 8.02%

    Review period January 20, 2015 to August 27, 2026

    Data updated October 04, 2026

  4. 04 Location Analysis of location mentions. Complaint signal 2.7% 2.7%
    Location source counts
    Google Maps

    1,463 complaint reviews out of 66,604 analyzed reviews · 2.20%

    Review period May 05, 2015 to August 20, 2026

    Data updated October 06, 2026

    Tripadvisor

    4,469 complaint reviews out of 138,075 analyzed reviews · 3.24%

    Review period January 20, 2015 to August 28, 2026

    Data updated October 04, 2026

  5. 05 Noise Analysis of noise and volume mentions. Complaint signal 2.5% 2.5%
    Noise source counts
    Google Maps

    697 complaint reviews out of 66,604 analyzed reviews · 1.05%

    Review period October 25, 2017 to August 28, 2026

    Data updated October 06, 2026

    Tripadvisor

    5,322 complaint reviews out of 138,075 analyzed reviews · 3.85%

    Review period January 21, 2015 to August 09, 2026

    Data updated October 04, 2026

  6. 06 Atmosphere Analysis of ambiance and setting mentions. Complaint signal 1.3% 1.3%
    Atmosphere source counts
    Google Maps

    646 complaint reviews out of 66,604 analyzed reviews · 0.97%

    Review period February 08, 2017 to August 28, 2026

    Data updated October 06, 2026

    Tripadvisor

    2,319 complaint reviews out of 138,075 analyzed reviews · 1.68%

    Review period January 20, 2015 to August 28, 2026

    Data updated October 04, 2026

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.

How to read this analysis

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

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

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