Restaurant Social Ghosts in Iowa, 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: 98
Location Type: State
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
Six months of updates included
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98

Total Businesses

Within this dataset

4.6

Experience Level

100.0% with experience data

51.8K

Satisfaction Sentiments

529 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

4.64 ★

Reviews Overview

Customer review metrics

52K

Satisfaction Sentiments

Across all businesses

529

Avg per Business

Median: 434

100%

Has Rating

98 businesses

100%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 18.0%

Review Activity

Reviews received by period

441/30d

Digital & Social Presence

Analyze the digital footprint across social platforms. Understand follower reach, engagement patterns, content volume, and influencer concentration.

Social Reach

Platform comparison

264.9K

Total Followers

Instagram
Followers125.1K
Accounts90
Posts26.4K
Eng. Rate36.7%
TikTok
Followers139.8K
Accounts70
Hearts4.8M
Eng. Rate3.8%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10236.7K
IG: 102.4K
TT: 134.3K
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
98%
Instagram
92%
Twitter
36%
LinkedIn
39%
TikTok
71%
YouTube
18%

Content Volume

Total content created

Instagram Posts

26.4K

AVG

330

TikTok Videos

6.9K

AVG

116

TikTok Hearts

4.8M

AVG

79.7K

Total Content33.3K

Contact Availability

Business contact data coverage

99%

Website

100%

Social

59%

Email

100%

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

31percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
93%
Rating HealthRating trend stability
92%
Social PresenceSocial media activity
79%
Data CompletenessProfile data coverage
77%
Review ConfidenceReview authenticity
87%

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%
Borough23.5%
Street Address100.0%
Postal Code100.0%
City Boundary98.0%
Neighborhood18.4%

Contact Coverage

Business contact availability

Website
99.0%
Social Media
100.0%
Email
59.2%
Phone
100.0%
Has Sentiment Data
100.0%
Location Verified
100.0%

Social Platform Coverage

Facebook98.0%
Instagram91.8%
TikTok71.4%
LinkedIn38.8%
Twitter/X35.7%
YouTube18.4%

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