Restaurant Social Ghosts in Pennsylvania, 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.

Total Records: 457
Location Type: State
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
Six months of updates included
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457

Total Businesses

Within this dataset

4.7

Experience Level

100.0% with experience data

223.0K

Satisfaction Sentiments

488 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

223K

Satisfaction Sentiments

Across all businesses

488

Avg per Business

Median: 390

100%

Has Rating

457 businesses

100%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 17.0%

Review Activity

Reviews received by period

2.9K/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

3.7M

Total Followers

Instagram
Followers1.3M
Accounts400
Posts151.7K
Eng. Rate9.7%
TikTok
Followers2.4M
Accounts373
Hearts83.4M
Eng. Rate3.6%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 102.8M
TT: 2.3M
Top 1003.6M
IG: 1.2M
TT: 2.4M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
96%
Instagram
88%
Twitter
36%
LinkedIn
39%
TikTok
82%
YouTube
21%

Content Volume

Total content created

Instagram Posts

151.7K

AVG

397

TikTok Videos

14.5K

AVG

45

TikTok Hearts

83.4M

AVG

258.2K

Total Content166.2K

Contact Availability

Business contact data coverage

99%

Website

100%

Social

56%

Email

99%

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

19percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
93%
Rating HealthRating trend stability
92%
Social PresenceSocial media activity
80%
Data CompletenessProfile data coverage
77%
Review ConfidenceReview authenticity
86%

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%
Borough47.9%
Street Address100.0%
Postal Code100.0%
City Boundary80.5%
Neighborhood27.4%

Contact Coverage

Business contact availability

Website
99.3%
Social Media
100.0%
Email
56.5%
Phone
99.1%
Has Sentiment Data
100.0%
Location Verified
99.8%

Social Platform Coverage

Facebook96.3%
Instagram87.5%
TikTok81.6%
LinkedIn39.0%
Twitter/X35.9%
YouTube21.2%

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