All Restaurants in Riverside-San Bernardino-Ontario (Metro), California, US

Complete restaurant dataset for the Riverside-San Bernardino-Ontario metro in California's Inland Empire. Filtered by the Restaurants category group, this export covers a fast-growing suburban dining market with business profiles, ratings, review data, competitive metrics, and contact information. Refreshed weekly.

Total Records: 6,953
Location Type: Metro
Last Updated (weekly): 5/5/2026
Format:
CSV JSON Parquet
Six months of updates included
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7.0K

Total Businesses

Within this dataset

4.1

Experience Level

96.7% with experience data

3.2M

Satisfaction Sentiments

467 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

4.13 ★

Reviews Overview

Customer review metrics

3.2M

Satisfaction Sentiments

Across all businesses

467

Avg per Business

Median: 373

97%

Has Rating

7K businesses

67%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 22.3%

Review Activity

Reviews received by period

10.4K/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

3.0B

Total Followers

Instagram
Followers2.0B
Accounts3,661
Posts4.1M
Eng. Rate6.4%
TikTok
Followers997.4M
Accounts2,031
Hearts10.0B
Eng. Rate3.9%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10139.4M
Top 1001.1B
IG: 554.9M
TT: 572.1M
Top 10002.8B
IG: 1.8B
TT: 997.0M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
64%
Instagram
53%
Twitter
39%
LinkedIn
38%
TikTok
29%
YouTube
28%

Content Volume

Total content created

Instagram Posts

4.1M

AVG

1.1K

TikTok Videos

534.7K

AVG

285

TikTok Hearts

10.0B

AVG

5.3M

Total Content4.7M

Contact Availability

Business contact data coverage

81%

Website

68%

Social

36%

Email

95%

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

14percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
83%
Rating HealthRating trend stability
77%
Social PresenceSocial media activity
50%
Data CompletenessProfile data coverage
72%
Review ConfidenceReview authenticity
79%

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%
Borough28.6%
Street Address98.6%
Postal Code98.9%
City Boundary97.2%
Neighborhood27.7%

Contact Coverage

Business contact availability

Website
81.3%
Social Media
68.0%
Email
36.2%
Phone
95.3%
Has Sentiment Data
95.0%
Location Verified
100.0%

Social Platform Coverage

Facebook63.9%
Instagram52.6%
Twitter/X39.1%
LinkedIn38.1%
TikTok29.2%
YouTube28.1%

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All Restaurants in Greater Los Angeles Area (Metro), California, US

Complete restaurant dataset for the Greater Los Angeles metro region including Long Beach and Anaheim. This export captures the sprawling Southern California dining scene filtered by the Restaurants category group. Features business profiles, review analytics, competitive metrics, and contact details across all neighborhoods. Refreshed weekly.

Los Angeles, California
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4.2
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85%
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All Restaurants in California, US

Statewide restaurant dataset covering all active listings across California. 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.

California
Restaurants
29.4K
4.2
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Restaurant Verified Email Access in California, US

--Reach Independent Inboxes-- Weekly verified, high-deliverability emails. Only for established, independent restaurants (or micro-chains) – large chain enterprises excluded. Weekly email verification and detailed analysis via our proprietary infrastructure. Business activity validated by an "Active Heartbeat" signal.

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20.4K
4.4
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100.0%

All Restaurants in Los Angeles, California, US

All verified restaurant listings in Los Angeles, California with a population of over 3,898k. Filtered by the Restaurants category group, this city-level dataset provides business profiles, ratings, review counts, contact information, and competitive benchmarks for the local market. Refreshed weekly.

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13.4K
4.3
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