All Restaurants in Flower Mound, Texas, US

Detailed restaurant dataset for Flower Mound, Texas. Filtered by the Restaurants category group, providing business profiles, review counts, contact information, and competitive benchmarks. Refreshed weekly.

Total Records: 96
Location Type: City
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
Six months of updates included
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96

Total Businesses

Within this dataset

4.3

Experience Level

94.8% with experience data

36.1K

Satisfaction Sentiments

376 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

4.26 ★

Reviews Overview

Customer review metrics

36K

Satisfaction Sentiments

Across all businesses

376

Avg per Business

Median: 373

95%

Has Rating

91 businesses

75%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 22.4%

Review Activity

Reviews received by period

455/30d

Digital & Social Presence

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

Social Reach

Platform comparison

46.8M

Total Followers

Instagram
Followers28.8M
Accounts53
Posts55.2K
Eng. Rate7.8%
TikTok
Followers18.0M
Accounts35
Hearts171.1M
Eng. Rate4.2%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1042.3M
IG: 24.4M
TT: 18.0M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
63%
Instagram
55%
Twitter
35%
LinkedIn
27%
TikTok
36%
YouTube
31%

Content Volume

Total content created

Instagram Posts

55.2K

AVG

1.1K

TikTok Videos

7.9K

AVG

273

TikTok Hearts

171.1M

AVG

5.9M

Total Content63.1K

Contact Availability

Business contact data coverage

91%

Website

66%

Social

42%

Email

96%

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
85%
Rating HealthRating trend stability
77%
Social PresenceSocial media activity
49%
Data CompletenessProfile data coverage
74%
Review ConfidenceReview authenticity
78%

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%
State97.9%
Street Address93.8%
Postal Code94.8%
City Boundary26.0%

Contact Coverage

Business contact availability

Website
90.6%
Social Media
65.6%
Email
41.7%
Phone
95.8%
Has Sentiment Data
83.3%
Location Verified
100.0%

Social Platform Coverage

Facebook62.5%
Instagram55.2%
TikTok36.5%
Twitter/X35.4%
YouTube31.3%
LinkedIn27.1%

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