All Restaurants in O'Fallon, Missouri, US

Market-wide restaurant data for O'Fallon in the Heartland. Covers the local dining market filtered by the Restaurants category group with ratings, review trends, competitive rankings, and market positioning data. Refreshed weekly.

Total Records: 192
Location Type: City
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
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192

Total Businesses

Within this dataset

4.1

Experience Level

97.4% with experience data

95.7K

Satisfaction Sentiments

499 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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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

4.14 ★

Reviews Overview

Customer review metrics

96K

Satisfaction Sentiments

Across all businesses

499

Avg per Business

Median: 434

97%

Has Rating

187 businesses

72%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 25.6%

Review Activity

Reviews received by period

389/30d

Digital & Social Presence

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

Social Reach

Platform comparison

87.9M

Total Followers

Instagram
Followers57.4M
Accounts93
Posts112.8K
Eng. Rate2.2%
TikTok
Followers30.4M
Accounts52
Hearts262.5M
Eng. Rate4.5%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1063.4M
IG: 35.5M
TT: 28.0M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
69%
Instagram
48%
Twitter
40%
LinkedIn
42%
TikTok
27%
YouTube
33%

Content Volume

Total content created

Instagram Posts

112.8K

AVG

1.2K

TikTok Videos

14.9K

AVG

293

TikTok Hearts

262.5M

AVG

5.1M

Total Content127.8K

Contact Availability

Business contact data coverage

91%

Website

70%

Social

43%

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

18percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
83%
Rating HealthRating trend stability
76%
Social PresenceSocial media activity
50%
Data CompletenessProfile data coverage
78%
Review ConfidenceReview authenticity
82%

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%
Street Address99.5%
Postal Code99.5%
City Boundary100.0%

Contact Coverage

Business contact availability

Website
91.2%
Social Media
70.3%
Email
43.2%
Phone
96.9%
Has Sentiment Data
94.8%
Location Verified
100.0%

Social Platform Coverage

Facebook68.8%
Instagram48.4%
LinkedIn41.7%
Twitter/X40.1%
YouTube33.3%
TikTok27.1%

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