All Restaurants in Billings, Montana, US

Complete dataset of all active restaurant listings in Billings, Montana with a population of over 117k. Covers the local dining market filtered by the Restaurants category group with ratings, review trends, competitive rankings, and market positioning data. Refreshed weekly.

Category: The Census Series

Total Records: 412

Location Type: City

Last Updated (weekly): 5/21/2026

Format:

CSV JSON Parquet

Six months of updates included

Get This Dataset $1,000 - $2,950

→

Overview Data Fields Sample Data Pricing

412

Total Businesses

Within this dataset

4.1

Experience Level

91.0% with experience data

169.6K

Satisfaction Sentiments

412 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

Loading map...

Neighborhood Density

Business distribution by area

H3 Competition Map

Interactive hex-level density and beam score view

Loading H3 map...

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

4.14 ★

Reviews Overview

Customer review metrics

170K

Satisfaction Sentiments

Across all businesses

412

Avg per Business

Median: 306

91%

Has Rating

375 businesses

67%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 37.0%

Review Activity

Reviews received by period

467/30d

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

36percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

83%

Rating HealthRating trend stability

76%

Social PresenceSocial media activity

48%

Data CompletenessProfile data coverage

70%

Review ConfidenceReview authenticity

74%

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%

Borough45.1%

Street Address97.8%

Postal Code99.0%

City Boundary100.0%

Neighborhood44.4%

Contact Coverage

Business contact availability

Website

77.9%

Social Media

65.3%

35.9%

Phone

91.0%

Has Sentiment Data

83.3%

Location Verified

100.0%

Social Platform Coverage

Facebook63.6%

Instagram48.1%

Twitter/X41.0%

LinkedIn38.1%

TikTok28.9%

YouTube27.2%

Similar datasets

Dataset

Location

Industry

Businesses

Exp. Level

Trend

Beam Score

100.0%

All Restaurants in Montana, US

Statewide restaurant dataset covering all active listings across Montana. Filtered by the Restaurants category group, this state-level export provides the broadest geographic coverage for market analysis. Includes business profiles, ratings, reviews, competitive rankings, and contact information. Refreshed weekly.

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.

All Restaurants in Missoula, Montana, US

City-level restaurant data for Missoula, Montana. Covers the local dining market filtered by the Restaurants category group with ratings, review trends, competitive rankings, and market positioning data. Refreshed weekly.

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.