Top 20% Active Restaurant Review Whales in Boston-Cambridge-Newton, MA-NH Metro Area, US

--High-Volume, Active targets-- Popular restaurants sitting in the Top 20% of their local market for proven foot traffic and review volume within the last 90 days and a market scope of 10km. 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: 1,142
Location Type: Metro
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
Six months of updates included
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1.1K

Total Businesses

Within this dataset

4.2

Experience Level

100.0% with experience data

1.2M

Satisfaction Sentiments

1086 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

4.22 ★

Reviews Overview

Customer review metrics

1.2M

Satisfaction Sentiments

Across all businesses

1086

Avg per Business

Median: 1040

100%

Has Rating

1K businesses

80%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 18.1%

Review Activity

Reviews received by period

8.8K/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

704.2M

Total Followers

Instagram
Followers521.5M
Accounts876
Posts1.0M
Eng. Rate6.5%
TikTok
Followers182.7M
Accounts452
Hearts1.5B
Eng. Rate4.0%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10109.7M
Top 100600.2M
IG: 422.4M
TT: 177.8M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
87%
Instagram
77%
Twitter
63%
LinkedIn
57%
TikTok
40%
YouTube
26%

Content Volume

Total content created

Instagram Posts

1.0M

AVG

1.2K

TikTok Videos

87.8K

AVG

211

TikTok Hearts

1.5B

AVG

3.6M

Total Content1.1M

Contact Availability

Business contact data coverage

98%

Website

89%

Social

64%

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

14percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
84%
Rating HealthRating trend stability
80%
Social PresenceSocial media activity
67%
Data CompletenessProfile data coverage
89%
Review ConfidenceReview authenticity
98%

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%
Borough35.4%
Street Address100.0%
Postal Code100.0%
City Boundary94.3%
Neighborhood25.7%

Contact Coverage

Business contact availability

Website
98.3%
Social Media
89.0%
Email
63.6%
Phone
99.6%
Has Sentiment Data
100.0%
Location Verified
100.0%

Social Platform Coverage

Facebook87.0%
Instagram76.7%
Twitter/X63.0%
LinkedIn57.4%
TikTok39.6%
YouTube25.6%

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