Top 40% Active Restaurant Review Whales in Buffalo-Cheektowaga, NY Metro Area, US

--High-Volume, Active targets-- Popular restaurants sitting in the Top 40% of their local market for proven foot traffic and review volume within the last 90 days and a market scope of 5km. These are the highest-velocity, actively transacting accounts for payment processing, POS systems, and supply chain sales. Validated by an "Active Heartbeat" signal.

Total Records: 663
Location Type: Metro
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
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663

Total Businesses

Within this dataset

4.2

Experience Level

100.0% with experience data

636.1K

Satisfaction Sentiments

959 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

4.15 ★

Reviews Overview

Customer review metrics

636K

Satisfaction Sentiments

Across all businesses

959

Avg per Business

Median: 962

100%

Has Rating

663 businesses

71%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 35.3%

Review Activity

Reviews received by period

3.3K/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

508.6M

Total Followers

Instagram
Followers339.6M
Accounts421
Posts373.8K
Eng. Rate6.3%
TikTok
Followers169.0M
Accounts241
Hearts1.4B
Eng. Rate4.2%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10109.7M
Top 100490.1M
IG: 321.4M
TT: 168.8M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
80%
Instagram
64%
Twitter
52%
LinkedIn
46%
TikTok
36%
YouTube
23%

Content Volume

Total content created

Instagram Posts

373.8K

AVG

899

TikTok Videos

52.5K

AVG

230

TikTok Hearts

1.4B

AVG

6.0M

Total Content426.3K

Contact Availability

Business contact data coverage

96%

Website

82%

Social

51%

Email

100%

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

12percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
83%
Rating HealthRating trend stability
78%
Social PresenceSocial media activity
60%
Data CompletenessProfile data coverage
84%
Review ConfidenceReview authenticity
97%

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%
Borough24.6%
Street Address100.0%
Postal Code100.0%
City Boundary83.7%
Neighborhood22.6%

Contact Coverage

Business contact availability

Website
96.1%
Social Media
82.0%
Email
51.1%
Phone
99.7%
Has Sentiment Data
100.0%
Location Verified
100.0%

Social Platform Coverage

Facebook79.6%
Instagram63.5%
Twitter/X52.2%
LinkedIn46.1%
TikTok36.4%
YouTube23.2%

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