Top 30% Active Restaurant Review Whales in Cleveland, OH Metro Area, US

--High-Volume, Active targets-- Popular restaurants sitting in the Top 30% of their local market for proven foot traffic and review volume within the last 90 days and a market scope of 1km. These are the highest-velocity, actively transacting accounts for payment processing, POS systems, and supply chain sales. Validated by an "Active Heartbeat" signal.

Total Records: 1,392
Location Type: Metro
Last Updated (weekly): 5/9/2026
Format:
CSV JSON Parquet
Six months of updates included
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1.4K

Total Businesses

Within this dataset

4.0

Experience Level

100.0% with experience data

1.3M

Satisfaction Sentiments

932 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

4.05 ★

Reviews Overview

Customer review metrics

1.3M

Satisfaction Sentiments

Across all businesses

932

Avg per Business

Median: 953

100%

Has Rating

1K businesses

66%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 37.8%

Review Activity

Reviews received by period

7.4K/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

1.2B

Total Followers

Instagram
Followers782.0M
Accounts895
Posts920.1K
Eng. Rate4.3%
TikTok
Followers439.5M
Accounts552
Hearts3.6B
Eng. Rate4.5%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10111.3M
Top 100891.5M
IG: 495.7M
TT: 395.8M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
82%
Instagram
64%
Twitter
57%
LinkedIn
49%
TikTok
40%
YouTube
31%

Content Volume

Total content created

Instagram Posts

920.1K

AVG

1.0K

TikTok Videos

151.3K

AVG

294

TikTok Hearts

3.6B

AVG

6.9M

Total Content1.1M

Contact Availability

Business contact data coverage

94%

Website

85%

Social

53%

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

19percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
81%
Rating HealthRating trend stability
75%
Social PresenceSocial media activity
61%
Data CompletenessProfile data coverage
84%
Review ConfidenceReview authenticity
96%

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%
Borough28.9%
Street Address99.9%
Postal Code99.9%
City Boundary98.6%
Neighborhood26.2%

Contact Coverage

Business contact availability

Website
94.3%
Social Media
84.8%
Email
52.7%
Phone
99.5%
Has Sentiment Data
100.0%
Location Verified
100.0%

Social Platform Coverage

Facebook81.7%
Instagram64.3%
Twitter/X56.7%
LinkedIn49.3%
TikTok39.7%
YouTube31.1%

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