All Restaurants in Lynchburg, Virginia, US

City-level restaurant data for Lynchburg, Virginia. This city-level export includes every active restaurant listing filtered by the Restaurants category group, with review analytics and sentiment data. Refreshed weekly.

Total Records: 512
Location Type: City
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
Six months of updates included
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512

Total Businesses

Within this dataset

4.2

Experience Level

93.8% with experience data

185.7K

Satisfaction Sentiments

363 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

4.20 ★

Reviews Overview

Customer review metrics

186K

Satisfaction Sentiments

Across all businesses

363

Avg per Business

Median: 279

94%

Has Rating

480 businesses

71%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 27.9%

Review Activity

Reviews received by period

757/30d

Digital & Social Presence

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

Social Reach

Platform comparison

186.9M

Total Followers

Instagram
Followers120.9M
Accounts235
Posts215.8K
Eng. Rate2.8%
TikTok
Followers66.0M
Accounts142
Hearts550.4M
Eng. Rate4.2%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10103.3M
IG: 52.9M
TT: 50.3M
Top 100186.5M
IG: 120.5M
TT: 66.0M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
64%
Instagram
46%
Twitter
37%
LinkedIn
36%
TikTok
28%
YouTube
23%

Content Volume

Total content created

Instagram Posts

215.8K

AVG

930

TikTok Videos

31.1K

AVG

235

TikTok Hearts

550.4M

AVG

4.1M

Total Content246.8K

Contact Availability

Business contact data coverage

79%

Website

66%

Social

37%

Email

93%

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

16percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
84%
Rating HealthRating trend stability
78%
Social PresenceSocial media activity
47%
Data CompletenessProfile data coverage
69%
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%
Borough41.6%
Street Address98.2%
Postal Code98.2%
City Boundary100.0%

Contact Coverage

Business contact availability

Website
78.5%
Social Media
66.4%
Email
36.7%
Phone
93.0%
Has Sentiment Data
90.4%
Location Verified
100.0%

Social Platform Coverage

Facebook64.1%
Instagram45.9%
Twitter/X37.3%
LinkedIn36.1%
TikTok27.7%
YouTube23.4%

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