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

— 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: 1,099
Location Type: State
Last Updated (weekly): 6/5/2026
Format:
CSV JSON Parquet
Six months of updates included
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1.1K

Total Businesses

Within this dataset

4.3

Experience Level

100.0% with experience data

1.4M

Satisfaction Sentiments

1292 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

4.31 ★

Reviews Overview

Customer review metrics

1.4M

Satisfaction Sentiments

Across all businesses

1292

Avg per Business

Median: 1157

100%

Has Rating

1K businesses

88%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 70.0%

Review Activity

Reviews received by period

490/30d

Digital & Social Presence

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

Social Reach

Platform comparison

143.1M

Total Followers

Instagram
Followers63.2M
Accounts694
Posts753.7K
Eng. Rate7.5%
TikTok
Followers79.9M
Accounts391
Hearts1.8B
Eng. Rate4.1%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10108.4M
IG: 41.8M
TT: 66.6M
Top 100136.8M
IG: 57.2M
TT: 79.6M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
75%
Instagram
63%
Twitter
51%
LinkedIn
48%
TikTok
36%
YouTube
18%

Content Volume

Total content created

Instagram Posts

753.7K

AVG

1.1K

TikTok Videos

73.0K

AVG

202

TikTok Hearts

1.8B

AVG

4.8M

Total Content826.6K

Contact Availability

Business contact data coverage

94%

Website

77%

Social

49%

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

53percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
86%
Rating HealthRating trend stability
83%
Social PresenceSocial media activity
59%
Data CompletenessProfile data coverage
65%
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%
Borough56.0%
Street Address100.0%
Postal Code100.0%
City Boundary98.5%
Neighborhood51.2%

Contact Coverage

Business contact availability

Website
94.0%
Social Media
76.8%
Email
48.5%
Phone
99.4%
Has Sentiment Data
100.0%
Location Verified
99.8%

Social Platform Coverage

Facebook75.0%
Instagram63.1%
Twitter/X50.9%
LinkedIn47.7%
TikTok35.6%
YouTube17.6%

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