First Reviewed Restaurants < 30 days in the US

All restaurants in the US that received their first review within the last 30 days

Total Records: 536
Location Type: Country
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
Six months of updates included
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536

Total Businesses

Within this dataset

4.2

Experience Level

99.8% with experience data

1.8K

Satisfaction Sentiments

3 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

4.17 ★

Reviews Overview

Customer review metrics

2K

Satisfaction Sentiments

Across all businesses

3

Avg per Business

Median: 1

100%

Has Rating

535 businesses

77%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 0.0%

Review Activity

Reviews received by period

4.9K/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

44.8M

Total Followers

Instagram
Followers39.4M
Accounts169
Posts131.9K
Eng. Rate85.2%
TikTok
Followers5.4M
Accounts81
Hearts46.1M
Eng. Rate4.7%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1025.8M
IG: 21.1M
Top 10039.4M
IG: 39.4M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
35%
Instagram
32%
Twitter
19%
LinkedIn
15%
TikTok
15%
YouTube
11%

Content Volume

Total content created

Instagram Posts

131.9K

AVG

846

TikTok Videos

13.9K

AVG

227

TikTok Hearts

46.1M

AVG

755.2K

Total Content145.8K

Contact Availability

Business contact data coverage

67%

Website

38%

Social

17%

Email

77%

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

34percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
82%
Rating HealthRating trend stability
73%
Social PresenceSocial media activity
30%
Data CompletenessProfile data coverage
52%
Review ConfidenceReview authenticity
19%

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

City99.8%
State99.8%
Borough39.5%
Street Address94.6%
Postal Code96.6%
City Boundary86.9%
Neighborhood31.9%

Contact Coverage

Business contact availability

Website
67.3%
Social Media
38.1%
Email
16.8%
Phone
77.2%
Has Sentiment Data
99.3%
Location Verified
96.1%

Social Platform Coverage

Facebook34.5%
Instagram31.5%
Twitter/X18.8%
LinkedIn15.1%
TikTok15.1%
YouTube11.4%

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