All Restaurants in Santa Monica, California, US

Detailed restaurant dataset for Santa Monica, California. Filtered by the Restaurants category group with verified business profiles, review sentiment, competitive analysis, and contact information. Refreshed weekly.

Category: The Census Series

Total Records: 490

Location Type: City

Last Updated (weekly): 5/7/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Pricing

490

Total Businesses

Within this dataset

4.3

Experience Level

91.6% with experience data

202.3K

Satisfaction Sentiments

413 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

4.27 ★

Reviews Overview

Customer review metrics

202K

Satisfaction Sentiments

Across all businesses

413

Avg per Business

Median: 272

92%

Has Rating

449 businesses

81%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 14.8%

Review Activity

Reviews received by period

1.8K/30d

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

14percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

85%

Rating HealthRating trend stability

78%

Social PresenceSocial media activity

51%

Data CompletenessProfile data coverage

74%

Review ConfidenceReview authenticity

74%

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%

Borough76.3%

Street Address98.4%

Postal Code98.8%

City Boundary100.0%

Neighborhood99.8%

Contact Coverage

Business contact availability

Website

81.2%

Social Media

63.1%

46.3%

Phone

90.0%

Has Sentiment Data

86.7%

Location Verified

100.0%

Social Platform Coverage

Facebook60.2%

Instagram55.3%

Twitter/X42.9%

LinkedIn39.6%

TikTok32.5%

YouTube17.8%

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Exp. Level

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Beam Score

100.0%

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