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

--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: 2,938
Location Type: State
Last Updated (weekly): 4/30/2026
Format:
CSV JSON Parquet
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2.9K

Total Businesses

Within this dataset

4.4

Experience Level

100.0% with experience data

2.1M

Satisfaction Sentiments

717 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

4.43 ★

Reviews Overview

Customer review metrics

2.1M

Satisfaction Sentiments

Across all businesses

717

Avg per Business

Median: 603

100%

Has Rating

3K businesses

92%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 66.4%

Review Activity

Reviews received by period

596/30d

Digital & Social Presence

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

Social Reach

Platform comparison

191.0M

Total Followers

Instagram
Followers119.4M
Accounts1,900
Posts1.4M
Eng. Rate6.8%
TikTok
Followers71.6M
Accounts1,088
Hearts660.8M
Eng. Rate4.1%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10129.9M
IG: 72.1M
TT: 57.8M
Top 100169.5M
IG: 99.5M
TT: 70.0M
Top 1000189.8M
IG: 118.2M
TT: 71.6M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
73%
Instagram
65%
Twitter
39%
LinkedIn
38%
TikTok
37%
YouTube
15%

Content Volume

Total content created

Instagram Posts

1.4M

AVG

721

TikTok Videos

146.2K

AVG

145

TikTok Hearts

660.8M

AVG

650.4K

Total Content1.5M

Contact Availability

Business contact data coverage

92%

Website

100%

Social

49%

Email

97%

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

33percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
89%
Rating HealthRating trend stability
86%
Social PresenceSocial media activity
57%
Data CompletenessProfile data coverage
69%
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%
Borough72.9%
Street Address100.0%
Postal Code100.0%
City Boundary91.8%
Neighborhood73.3%

Contact Coverage

Business contact availability

Website
91.8%
Social Media
100.0%
Email
48.8%
Phone
96.8%
Has Sentiment Data
100.0%
Location Verified
99.9%

Social Platform Coverage

Facebook73.0%
Instagram64.7%
Twitter/X39.2%
LinkedIn38.5%
TikTok37.0%
YouTube14.7%

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