Tech-Ready Restaurants in California, US

The "Low Hanging Fruit." They have the budget but need the tech. Restaurants well-established (Beam Score > 70) and performing (sentiments last 30 days > 10 that lack online reservation AND online ordering Ready for technology adoption and modernization.

Total Records: 962
Location Type: State
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
Six months of updates included
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962

Total Businesses

Within this dataset

4.5

Experience Level

100.0% with experience data

1.1M

Satisfaction Sentiments

1149 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

4.53 ★

Reviews Overview

Customer review metrics

1.1M

Satisfaction Sentiments

Across all businesses

1149

Avg per Business

Median: 1005

100%

Has Rating

962 businesses

97%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 3.7%

Review Activity

Reviews received by period

23.8K/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

191.7M

Total Followers

Instagram
Followers171.9M
Accounts751
Posts688.6K
Eng. Rate11.4%
TikTok
Followers19.9M
Accounts391
Hearts488.0M
Eng. Rate4.4%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1038.1M
IG: 25.1M
Top 100164.4M
IG: 144.8M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
80%
Instagram
78%
Twitter
54%
LinkedIn
49%
TikTok
41%
YouTube
24%

Content Volume

Total content created

Instagram Posts

688.6K

AVG

919

TikTok Videos

66.2K

AVG

182

TikTok Hearts

488.0M

AVG

1.3M

Total Content754.9K

Contact Availability

Business contact data coverage

98%

Website

88%

Social

57%

Email

100%

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

26percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
91%
Rating HealthRating trend stability
88%
Social PresenceSocial media activity
68%
Data CompletenessProfile data coverage
84%
Review ConfidenceReview authenticity
94%

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%
Borough50.4%
Street Address100.0%
Postal Code100.0%
City Boundary97.5%
Neighborhood49.2%

Contact Coverage

Business contact availability

Website
98.0%
Social Media
88.2%
Email
56.5%
Phone
99.6%
Has Sentiment Data
100.0%
Location Verified
99.9%

Social Platform Coverage

Facebook80.5%
Instagram78.1%
Twitter/X53.9%
LinkedIn48.9%
TikTok40.6%
YouTube24.4%

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