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

— 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: 852
Location Type: State
Last Updated (weekly): 6/5/2026
Format:
CSV JSON Parquet
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852

Total Businesses

Within this dataset

4.4

Experience Level

100.0% with experience data

1.2M

Satisfaction Sentiments

1379 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

4.38 ★

Reviews Overview

Customer review metrics

1.2M

Satisfaction Sentiments

Across all businesses

1379

Avg per Business

Median: 1196

100%

Has Rating

852 businesses

92%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 62.6%

Review Activity

Reviews received by period

184/30d

Digital & Social Presence

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

Social Reach

Platform comparison

104.1M

Total Followers

Instagram
Followers37.5M
Accounts610
Posts588.5K
Eng. Rate5.4%
TikTok
Followers66.6M
Accounts342
Hearts799.8M
Eng. Rate3.5%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1090.6M
IG: 25.3M
TT: 65.3M
Top 100100.0M
IG: 33.5M
TT: 66.5M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
80%
Instagram
72%
Twitter
49%
LinkedIn
50%
TikTok
40%
YouTube
15%

Content Volume

Total content created

Instagram Posts

588.5K

AVG

976

TikTok Videos

39.3K

AVG

123

TikTok Hearts

799.8M

AVG

2.5M

Total Content627.8K

Contact Availability

Business contact data coverage

91%

Website

82%

Social

54%

Email

98%

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

51percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
88%
Rating HealthRating trend stability
85%
Social PresenceSocial media activity
63%
Data CompletenessProfile data coverage
60%
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%
Borough75.3%
Street Address100.0%
Postal Code100.0%
City Boundary93.2%
Neighborhood75.2%

Contact Coverage

Business contact availability

Website
91.2%
Social Media
82.4%
Email
53.8%
Phone
98.5%
Has Sentiment Data
100.0%
Location Verified
100.0%

Social Platform Coverage

Facebook80.3%
Instagram71.6%
LinkedIn50.5%
Twitter/X49.3%
TikTok40.1%
YouTube14.7%

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