All Restaurants in Maryland, US
Statewide restaurant dataset covering all active listings across Maryland. Filtered by the Restaurants category group, this state-level export provides the broadest geographic coverage for market analysis. Includes business profiles, ratings, reviews, competitive rankings, and contact information. Refreshed weekly.
13.4K
Total Businesses
Within this dataset
4.1
Experience Level
94.5% with experience data
5.1M
Satisfaction Sentiments
379 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
Neighborhood Density
Business distribution by area
H3 Competition Map
Interactive hex-level density and beam score view
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
4.12 ★Reviews Overview
Customer review metrics
Satisfaction Sentiments
Across all businesses
Avg per Business
Median: 251
Has Rating
13K businesses
High Rated
4+ stars
Sentiment Trend
Customer sentiment over time
↘ 20.0%Review Activity
Reviews received by period
32.4K/30dBeam 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
Beam Scores
Quality metrics breakdown
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
Contact Coverage
Business contact availability
Social Platform Coverage
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Digital & Social Presence
Analyze the digital footprint across social platforms. Understand follower reach, engagement patterns, content volume, and influencer concentration.
Social Reach
Platform comparison
5.5B
Total Followers
Engagement Rate Trends
Platform engagement over time
Top Influencer Tiers
Follower concentration by tier
Social Presence
Platform penetration %
Content Volume
Total content created
Instagram Posts
6.7M
AVG
1.0K
TikTok Videos
995.5K
AVG
286
TikTok Hearts
14.7B
AVG
4.2M
Contact Availability
Business contact data coverage
81%
Website
65%
Social
39%
Email
94%
Phone