Market review analysis

Restaurant review snapshot in New York, 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
454,586
Listing records
502
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

4.38/ 5

Listing records

183

Published reviews

168,622

Tripadvisor

Average rating

4.26/ 5

Listing records

319

Published reviews

285,964

Total

All sources

Average rating

4.30/ 5

Listing records

502

Published reviews

454,586

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

    1,147 complaint reviews out of 15,359 analyzed reviews · 7.47%

    Review period October 05, 2016 to August 27, 2026

    Data updated October 06, 2026

    Tripadvisor

    1,966 complaint reviews out of 16,834 analyzed reviews · 11.68%

    Review period November 25, 2015 to August 28, 2026

    Data updated October 04, 2026

  2. 02 Wait Time Analysis of wait time and delays. Complaint signal 7.1% 7.1%
    Wait Time source counts
    Google Maps

    683 complaint reviews out of 15,359 analyzed reviews · 4.45%

    Review period April 14, 2018 to August 07, 2026

    Data updated October 06, 2026

    Tripadvisor

    1,640 complaint reviews out of 16,834 analyzed reviews · 9.74%

    Review period November 30, 2015 to August 14, 2026

    Data updated October 04, 2026

  3. 03 Value Analysis of value mentions. Complaint signal 6.2% 6.2%
    Value source counts
    Google Maps

    705 complaint reviews out of 15,359 analyzed reviews · 4.59%

    Review period November 16, 2015 to August 17, 2026

    Data updated October 06, 2026

    Tripadvisor

    1,298 complaint reviews out of 16,834 analyzed reviews · 7.71%

    Review period November 30, 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

    316 complaint reviews out of 15,359 analyzed reviews · 2.06%

    Review period April 14, 2018 to August 20, 2026

    Data updated October 06, 2026

    Tripadvisor

    546 complaint reviews out of 16,834 analyzed reviews · 3.24%

    Review period November 30, 2015 to August 23, 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

    172 complaint reviews out of 15,359 analyzed reviews · 1.12%

    Review period February 20, 2022 to August 20, 2026

    Data updated October 06, 2026

    Tripadvisor

    647 complaint reviews out of 16,834 analyzed reviews · 3.84%

    Review period November 26, 2015 to August 08, 2026

    Data updated October 04, 2026

  6. 06 Atmosphere Analysis of ambiance and setting mentions. Complaint signal 1.4% 1.4%
    Atmosphere source counts
    Google Maps

    146 complaint reviews out of 15,359 analyzed reviews · 0.95%

    Review period January 12, 2018 to August 22, 2026

    Data updated October 06, 2026

    Tripadvisor

    311 complaint reviews out of 16,834 analyzed reviews · 1.85%

    Review period November 30, 2015 to August 22, 2026

    Data updated October 04, 2026

Geographic coverage

What this market includes

The current New York, United States analysis covers 2 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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