All Restaurants in Ann Arbor, Michigan, US

Restaurant intelligence dataset for Ann Arbor, Michigan with a population of over 123k. Filtered by the Restaurants category group with verified business profiles, review sentiment, competitive analysis, and contact information. Refreshed weekly.

Category: The Census Series

Total Records: 502

Location Type: City

Last Updated (weekly): 5/7/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Pricing

502

Total Businesses

Within this dataset

4.1

Experience Level

95.2% with experience data

249.3K

Satisfaction Sentiments

497 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

249K

Satisfaction Sentiments

Across all businesses

497

Avg per Business

Median: 400

95%

Has Rating

478 businesses

72%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 20.2%

Review Activity

Reviews received by period

1.4K/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

15percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

83%

Rating HealthRating trend stability

77%

Social PresenceSocial media activity

58%

Data CompletenessProfile data coverage

78%

Review ConfidenceReview authenticity

80%

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%

Borough74.1%

Street Address99.2%

Postal Code99.4%

City Boundary100.0%

Contact Coverage

Business contact availability

Website

88.5%

Social Media

74.5%

49.4%

Phone

94.2%

Has Sentiment Data

92.0%

Location Verified

100.0%

Social Platform Coverage

Facebook70.9%

Instagram62.0%

Twitter/X43.6%

LinkedIn43.2%

TikTok34.9%

YouTube24.1%

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Exp. Level

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Beam Score

100.0%

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