All Restaurants in Westland, Michigan, US

Market-wide restaurant data for Westland in the Great Lakes region. 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: 250
Location Type: City
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
Six months of updates included
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250

Total Businesses

Within this dataset

4.1

Experience Level

95.6% with experience data

144.3K

Satisfaction Sentiments

577 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

4.10 ★

Reviews Overview

Customer review metrics

144K

Satisfaction Sentiments

Across all businesses

577

Avg per Business

Median: 496

96%

Has Rating

239 businesses

66%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 19.0%

Review Activity

Reviews received by period

622/30d

Digital & Social Presence

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

Social Reach

Platform comparison

111.3M

Total Followers

Instagram
Followers65.5M
Accounts123
Posts131.1K
Eng. Rate5.6%
TikTok
Followers45.8M
Accounts89
Hearts415.4M
Eng. Rate3.4%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1072.0M
IG: 37.9M
TT: 34.2M
Top 10065.5M
IG: 65.5M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
64%
Instagram
49%
Twitter
40%
LinkedIn
37%
TikTok
36%
YouTube
26%

Content Volume

Total content created

Instagram Posts

131.1K

AVG

1.1K

TikTok Videos

26.5K

AVG

302

TikTok Hearts

415.4M

AVG

4.7M

Total Content157.6K

Contact Availability

Business contact data coverage

85%

Website

67%

Social

41%

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

16percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
82%
Rating HealthRating trend stability
75%
Social PresenceSocial media activity
50%
Data CompletenessProfile data coverage
75%
Review ConfidenceReview authenticity
84%

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%
Borough1.6%
Street Address99.6%
Postal Code99.6%
City Boundary100.0%

Contact Coverage

Business contact availability

Website
85.2%
Social Media
66.8%
Email
40.8%
Phone
95.6%
Has Sentiment Data
93.2%
Location Verified
100.0%

Social Platform Coverage

Facebook64.4%
Instagram49.2%
Twitter/X39.6%
LinkedIn37.2%
TikTok35.6%
YouTube26.0%

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