Top 20 Restaurant Category Dominators in the US

--Defensible Leaders-- Top 20 ranked high-volume restaurants per category in every US state. Each venue with massive review volume. The safest bets. Uses State Rank to find the absolute biggest players.

Total Records: 4
Location Type: Country
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
Six months of updates included
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4

Total Businesses

Within this dataset

4.6

Experience Level

100.0% with experience data

14.0K

Satisfaction Sentiments

3509 avg per business

100.0%

Data Freshness

Updated in last 30 days

Geographic Intelligence

Explore the geographic distribution. Understand neighborhood density and business concentration to identify prime locations and underserved areas.

City Overview

Regional location of dataset

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Neighborhood Density

Business distribution by area

H3 Competition Map

Interactive hex-level density and beam score view

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Market Landscape

Understand the competitive structure scene. Explore category distribution, pricing strategies, and market composition to identify opportunities and gaps.

Market Composition

Category market share

Top Categories

By venue count

Price Distribution

By price tier

Experience Level & Sentiment

Gauge customer satisfaction through ratings, reviews, and sentiment analysis. Track how experiences are trending over time to benchmark performance against market standards.

Rating Distribution

Star ratings breakdown

4.58 ★

Reviews Overview

Customer review metrics

14K

Satisfaction Sentiments

Across all businesses

3509

Avg per Business

Median: 4866

100%

Has Rating

4 businesses

100%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 5.2%

Review Activity

Reviews received by period

79/30d

Digital & Social Presence

Analyze the digital footprint across social platforms. Understand follower reach, engagement patterns, content volume, and influencer concentration.

Social Reach

Platform comparison

12.6K

Total Followers

Instagram
Followers1.2K
Accounts4
Posts169
Eng. Rate30.9%
TikTok
Followers11.4K
Accounts4
Hearts220.9K
Eng. Rate4.9%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1012.6K
TT: 11.4K
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
100%
Instagram
100%
Twitter
25%
LinkedIn
25%
TikTok
100%
YouTube
50%

Content Volume

Total content created

Instagram Posts

169

AVG

56

TikTok Videos

445

AVG

148

TikTok Hearts

220.9K

AVG

73.6K

Total Content614

Contact Availability

Business contact data coverage

100%

Website

100%

Social

100%

Email

100%

Phone

Beam Competitive Analysis

Analyze competitive density and market positioning. Understand how businesses rank against competitors and identify market opportunities.

Competitor Density

Avg competitors within 2km

Popularity Index

Market position percentile

22percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
92%
Rating HealthRating trend stability
91%
Social PresenceSocial media activity
92%
Data CompletenessProfile data coverage
90%
Review ConfidenceReview authenticity
99%

Data Quality & Coverage

Ensure data reliability with comprehensive quality metrics. Track data freshness, address verification rates, and completeness scores to maintain confidence in your insights.

Location Data

Geographic data completeness

City100.0%
State100.0%
Borough50.0%
Street Address100.0%
Postal Code100.0%
City Boundary100.0%
Neighborhood50.0%

Contact Coverage

Business contact availability

Website
100.0%
Social Media
100.0%
Email
100.0%
Phone
100.0%
Has Sentiment Data
100.0%
Location Verified
100.0%

Social Platform Coverage

Facebook100.0%
Instagram100.0%
TikTok100.0%
YouTube50.0%
Twitter/X25.0%
LinkedIn25.0%

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