High-Volume Restaurants Experiencing a 30%+ Crash This Quarter in Ohio

— Independent Distressed Venues with Verified Decline — This feed isolates established, high-revenue hospitality venues currently experiencing a sharp, confirmed drop in Transaction Velocity & Customer Sentiment. These are previously high-performing venues that have suddenly entered operational freefall, creating a leading indicator for immediate working capital needs, ownership fatigue, or market-ready distress. Dataset Parameters: - High-Revenue Operations: Confirmed 1,000+ historical reviews (indicating large, established venues with significant overhead). - The 30% Crash: 90-day sentiment and foot-traffic velocity have crashed by 30%+ compared to their 360-day baseline. - No Corporate Safety Net: Strictly independent Food & Beverage locations (zero nationwide chains). - Verified Open: Confirmed "Active Heartbeat" signal within the last 90 days.

Total Records: 394
Location Type: State
Last Updated (weekly): 6/5/2026
Format:
CSV JSON Parquet
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394

Total Businesses

Within this dataset

4.3

Experience Level

100.0% with experience data

502.0K

Satisfaction Sentiments

1274 avg per business

99.8%

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

Loading map...

Neighborhood Density

Business distribution by area

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

4.35 ★

Reviews Overview

Customer review metrics

502K

Satisfaction Sentiments

Across all businesses

1274

Avg per Business

Median: 1153

100%

Has Rating

394 businesses

92%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 65.6%

Review Activity

Reviews received by period

150/30d

Digital & Social Presence

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

Social Reach

Platform comparison

37.6M

Total Followers

Instagram
Followers27.4M
Accounts254
Posts256.5K
Eng. Rate3.3%
TikTok
Followers10.1M
Accounts175
Hearts140.2M
Eng. Rate4.4%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1031.3M
IG: 22.2M
TT: 9.1M
Top 10037.4M
IG: 27.2M
TT: 10.1M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
84%
Instagram
64%
Twitter
55%
LinkedIn
52%
TikTok
44%
YouTube
19%

Content Volume

Total content created

Instagram Posts

256.5K

AVG

1.0K

TikTok Videos

33.1K

AVG

201

TikTok Hearts

140.2M

AVG

839.6K

Total Content289.6K

Contact Availability

Business contact data coverage

93%

Website

86%

Social

52%

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

54percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
87%
Rating HealthRating trend stability
84%
Social PresenceSocial media activity
63%
Data CompletenessProfile data coverage
67%
Review ConfidenceReview authenticity
100%

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%
Borough35.8%
Street Address100.0%
Postal Code100.0%
City Boundary97.5%
Neighborhood29.7%

Contact Coverage

Business contact availability

Website
93.4%
Social Media
86.0%
Email
52.0%
Phone
99.2%
Has Sentiment Data
100.0%
Location Verified
99.8%

Social Platform Coverage

Facebook84.0%
Instagram64.5%
Twitter/X54.6%
LinkedIn51.5%
TikTok44.4%
YouTube19.0%

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