Restaurants With Weak Cleanliness Signals in Phoenix, Arizona, US

Exact cleanliness evidence export. Matches dirty_reviews >= 3 AND dirty_share >= 0.18 with dirty_threshold = -0.3. Export files emit an email-based custom profile with cleanliness_dirty_reviews and cleanliness_dirty_share.

Total Records: 116
Location Type: City
Last Updated (weekly): 5/14/2026
Format:
CSV JSON Parquet
Six months of updates included
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116

Total Businesses

Within this dataset

3.1

Experience Level

100.0% with experience data

31.4K

Satisfaction Sentiments

271 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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Neighborhood Density

Business distribution by area

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

3.09 ★

Reviews Overview

Customer review metrics

31K

Satisfaction Sentiments

Across all businesses

271

Avg per Business

Median: 68

100%

Has Rating

116 businesses

6%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 292.2%

Review Activity

Reviews received by period

141/30d

Digital & Social Presence

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

Social Reach

Platform comparison

98.3M

Total Followers

Instagram
Followers60.0M
Accounts45
Posts53.0K
Eng. Rate1.6%
TikTok
Followers38.4M
Accounts22
Hearts293.2M
Eng. Rate4.0%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1072.2M
IG: 37.8M
TT: 34.4M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
49%
Instagram
39%
Twitter
35%
LinkedIn
32%
TikTok
19%
YouTube
25%

Content Volume

Total content created

Instagram Posts

53.0K

AVG

1.2K

TikTok Videos

9.7K

AVG

484

TikTok Hearts

293.2M

AVG

14.7M

Total Content62.7K

Contact Availability

Business contact data coverage

62%

Website

51%

Social

28%

Email

86%

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

28percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
62%
Rating HealthRating trend stability
49%
Social PresenceSocial media activity
39%
Data CompletenessProfile data coverage
62%
Review ConfidenceReview authenticity
64%

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%
Borough100.0%
Street Address99.1%
Postal Code100.0%
City Boundary100.0%
Neighborhood98.3%

Contact Coverage

Business contact availability

Website
62.1%
Social Media
50.9%
Email
27.6%
Phone
86.2%
Has Sentiment Data
97.4%
Location Verified
100.0%

Social Platform Coverage

Facebook49.1%
Instagram38.8%
Twitter/X35.3%
LinkedIn31.9%
YouTube25.0%
TikTok19.0%

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