The HHI Monopoly Index for California, US

--HHI Dominance-- Near-monopoly positions in their local market. Businesses that mathematically "own" their local market (>30% share) with high HHI contribution of >900 within 1km. Safe, cash-flow-heavy bets that competitors can't easily dislodge.

Category: Acquisition & Investment

Total Records: 1,553

Location Type: State

Last Updated (weekly): 5/6/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Pricing

1.6K

Total Businesses

Within this dataset

4.2

Experience Level

100.0% with experience data

1.3M

Satisfaction Sentiments

862 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

4.23 ★

Reviews Overview

Customer review metrics

1.3M

Satisfaction Sentiments

Across all businesses

862

Avg per Business

Median: 709

100%

Has Rating

2K businesses

78%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 18.7%

Review Activity

Reviews received by period

4.6K/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

18percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

85%

Rating HealthRating trend stability

80%

Social PresenceSocial media activity

58%

Data CompletenessProfile data coverage

81%

Review ConfidenceReview authenticity

94%

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%

Borough28.0%

Street Address99.9%

Postal Code100.0%

City Boundary92.3%

Neighborhood24.6%

Contact Coverage

Business contact availability

Website

90.4%

Social Media

80.2%

46.5%

Phone

99.2%

Has Sentiment Data

99.6%

Location Verified

99.9%

Social Platform Coverage

Facebook75.5%

Instagram60.7%

Twitter/X47.0%

LinkedIn42.5%

TikTok33.2%

YouTube26.5%

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Beam Score

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