All Restaurants in Temecula, California, US

Comprehensive dining market data for Temecula, California with a population of over 110k. Covers the local dining market filtered by the Restaurants category group with ratings, review trends, competitive rankings, and market positioning data. Refreshed weekly.

Category: The Census Series

Total Records: 322

Location Type: City

Last Updated (weekly): 5/22/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Sample Data Pricing

322

Total Businesses

Within this dataset

4.2

Experience Level

99.4% with experience data

158.6K

Satisfaction Sentiments

493 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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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

4.23 ★

Reviews Overview

Customer review metrics

159K

Satisfaction Sentiments

Across all businesses

493

Avg per Business

Median: 336

99%

Has Rating

320 businesses

76%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 24.3%

Review Activity

Reviews received by period

845/30d

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

44percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

85%

Rating HealthRating trend stability

79%

Social PresenceSocial media activity

56%

Data CompletenessProfile data coverage

78%

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%

Borough0.3%

Street Address99.4%

Postal Code99.4%

City Boundary100.0%

Contact Coverage

Business contact availability

Website

89.8%

Social Media

73.9%

45.0%

Phone

98.1%

Has Sentiment Data

93.5%

Location Verified

100.0%

Social Platform Coverage

Facebook70.8%

Instagram61.8%

LinkedIn43.5%

Twitter/X42.2%

TikTok36.0%

YouTube30.1%

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Beam Score

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