Independent Restaurants Experiencing a 30%+ Crash in Foot Traffic & Sentiment This Quarter in California

--Distressed Venues with Verified Decline-- Established, well-reviewed restaurants, bars, and cafes now experiencing a sharp and confirmed drop in Transaction Velocity & Customer Sentiment. These are previously high-performing venues where the 360-day sentiment was strong, but 90-day sentiment has crashed by 30%+. That's a leading indicator of operational trouble, ownership fatigue, or market-ready distress. Every listing is an independent hospitality and food & beverage location (no nation-wide chains), confirmed active with 100+ total reviews and an "Active Heartbeat" signal within the last 90 days.

Total Records: 2,831
Location Type: State
Last Updated (weekly): 4/30/2026
Format:
CSV JSON Parquet
Six months of updates included
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2.8K

Total Businesses

Within this dataset

4.4

Experience Level

100.0% with experience data

2.0M

Satisfaction Sentiments

700 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

4.36 ★

Reviews Overview

Customer review metrics

2.0M

Satisfaction Sentiments

Across all businesses

700

Avg per Business

Median: 637

100%

Has Rating

3K businesses

91%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 76.6%

Review Activity

Reviews received by period

495/30d

Digital & Social Presence

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

Social Reach

Platform comparison

243.7M

Total Followers

Instagram
Followers174.4M
Accounts1,714
Posts1.6M
Eng. Rate7.5%
TikTok
Followers69.2M
Accounts1,064
Hearts1.9B
Eng. Rate4.1%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10122.1M
IG: 76.3M
TT: 45.8M
Top 100216.3M
IG: 149.7M
TT: 66.6M
Top 1000242.8M
IG: 173.5M
TT: 69.2M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
71%
Instagram
61%
Twitter
44%
LinkedIn
41%
TikTok
38%
YouTube
18%

Content Volume

Total content created

Instagram Posts

1.6M

AVG

952

TikTok Videos

161.9K

AVG

165

TikTok Hearts

1.9B

AVG

1.9M

Total Content1.8M

Contact Availability

Business contact data coverage

92%

Website

100%

Social

48%

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

27percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
87%
Rating HealthRating trend stability
84%
Social PresenceSocial media activity
57%
Data CompletenessProfile data coverage
78%
Review ConfidenceReview authenticity
90%

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%
Borough56.7%
Street Address99.9%
Postal Code100.0%
City Boundary99.0%
Neighborhood55.1%

Contact Coverage

Business contact availability

Website
92.2%
Social Media
100.0%
Email
47.6%
Phone
97.8%
Has Sentiment Data
100.0%
Location Verified
99.8%

Social Platform Coverage

Facebook71.3%
Instagram60.5%
Twitter/X44.1%
LinkedIn41.1%
TikTok37.6%
YouTube18.1%

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