Restaurant Social Ghosts in California, US

Marketing Agency Gold. High-rated restaurants (>4.5 rating) with low to zero social presence (<100 followers OR no social profiles) for social media marketing. Great product, terrible distribution -> Pitch them Growth.

Category: Social Market Intelligence

Total Records: 376

Location Type: State

Last Updated (weekly): 4/30/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Sample Data Pricing

376

Total Businesses

Within this dataset

4.7

Experience Level

100.0% with experience data

160.3K

Satisfaction Sentiments

426 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

4.66 ★

Reviews Overview

Customer review metrics

160K

Satisfaction Sentiments

Across all businesses

426

Avg per Business

Median: 306

100%

Has Rating

376 businesses

100%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 19.0%

Review Activity

Reviews received by period

2.5K/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

93%

Rating HealthRating trend stability

92%

Social PresenceSocial media activity

84%

Data CompletenessProfile data coverage

78%

Review ConfidenceReview authenticity

83%

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%

Borough48.7%

Street Address99.7%

Postal Code99.7%

City Boundary97.6%

Neighborhood53.2%

Contact Coverage

Business contact availability

Website

100.0%

Social Media

100.0%

60.1%

Phone

98.7%

Has Sentiment Data

100.0%

Location Verified

100.0%

Social Platform Coverage

Facebook96.3%

Instagram92.8%

TikTok83.2%

LinkedIn47.1%

Twitter/X42.5%

YouTube19.9%

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Exp. Level

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Beam Score

100.0%

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