Restaurant Verified Email Access in Montana, US

--Reach Independent Inboxes-- Weekly verified, high-deliverability emails. Only for established, independent restaurants (or micro-chains) – large chain enterprises excluded. Weekly email verification and detailed analysis via our proprietary infrastructure. Business activity validated by an "Active Heartbeat" signal.

Total Records: 578
Location Type: State
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
Six months of updates included
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578

Total Businesses

Within this dataset

4.4

Experience Level

100.0% with experience data

317.5K

Satisfaction Sentiments

549 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

4.38 ★

Reviews Overview

Customer review metrics

317K

Satisfaction Sentiments

Across all businesses

549

Avg per Business

Median: 473

100%

Has Rating

578 businesses

90%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 16.8%

Review Activity

Reviews received by period

1.2K/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

17.5M

Total Followers

Instagram
Followers14.6M
Accounts464
Posts345.8K
Eng. Rate4.9%
TikTok
Followers2.9M
Accounts236
Hearts100.0M
Eng. Rate5.3%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1013.0M
IG: 10.9M
Top 10016.9M
IG: 14.0M
TT: 2.9M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
96%
Instagram
80%
Twitter
46%
LinkedIn
50%
TikTok
41%
YouTube
23%

Content Volume

Total content created

Instagram Posts

345.8K

AVG

790

TikTok Videos

35.8K

AVG

179

TikTok Hearts

100.0M

AVG

492.4K

Total Content381.6K

Contact Availability

Business contact data coverage

100%

Website

98%

Social

84%

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

24percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
88%
Rating HealthRating trend stability
84%
Social PresenceSocial media activity
68%
Data CompletenessProfile data coverage
87%
Review ConfidenceReview authenticity
87%

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%
Borough18.3%
Street Address100.0%
Postal Code100.0%
City Boundary92.4%
Neighborhood33.4%

Contact Coverage

Business contact availability

Website
99.8%
Social Media
97.9%
Email
83.9%
Phone
97.9%
Has Sentiment Data
100.0%
Location Verified
99.8%

Social Platform Coverage

Facebook95.7%
Instagram80.3%
LinkedIn49.6%
Twitter/X46.2%
TikTok40.8%
YouTube23.0%

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The HHI Monopoly Index for Montana, US

--HHI Dominance-- Near-monopoly positions in their local market. Businesses that mathematically "own" their local market (>30% share) with high HHI contribution of >900 within 1km. Safe, cash-flow-heavy bets that competitors can't easily dislodge.

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