Restaurants That Surged 25%+ in Transaction Velocity This Quarter in Ohio

--Breakout Venues with Verified Foot Traffic Momentum-- Established restaurants, multi-unit operators, and franchises currently experiencing a sharp, confirmed spike in transaction volume. Rather than looking at static 5-star ratings, this dataset measures Review Velocity as a direct proxy for real-world foot traffic and revenue growth. These venues have accelerated their 90-day transaction pace by 25%+ compared to their historical 360-day baseline. In a tightening economic market, these are the rare operators actively capturing market share, hitting physical capacity, and outperforming their local competitors. They require immediate expansion capital, equipment financing, and operational scale. Every listing is confirmed active with a minimum baseline of recent foot traffic to eliminate statistical noise.

Total Records: 169
Location Type: State
Last Updated (weekly): 4/30/2026
Format:
CSV JSON Parquet
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169

Total Businesses

Within this dataset

4.5

Experience Level

100.0% with experience data

89.4K

Satisfaction Sentiments

529 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

4.50 ★

Reviews Overview

Customer review metrics

89K

Satisfaction Sentiments

Across all businesses

529

Avg per Business

Median: 218

100%

Has Rating

169 businesses

91%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↗ 11.1%

Review Activity

Reviews received by period

3.4K/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

23.7M

Total Followers

Instagram
Followers19.1M
Accounts96
Posts91.7K
Eng. Rate5.1%
TikTok
Followers4.6M
Accounts59
Hearts42.7M
Eng. Rate3.3%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1019.5M
IG: 15.3M
TT: 4.2M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
67%
Instagram
57%
Twitter
37%
LinkedIn
34%
TikTok
35%
YouTube
25%

Content Volume

Total content created

Instagram Posts

91.7K

AVG

956

TikTok Videos

14.4K

AVG

282

TikTok Hearts

42.7M

AVG

820.4K

Total Content106.1K

Contact Availability

Business contact data coverage

95%

Website

100%

Social

46%

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

54percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
90%
Rating HealthRating trend stability
87%
Social PresenceSocial media activity
50%
Data CompletenessProfile data coverage
71%
Review ConfidenceReview authenticity
81%

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%
Borough42.0%
Street Address100.0%
Postal Code100.0%
City Boundary94.1%
Neighborhood37.9%

Contact Coverage

Business contact availability

Website
94.7%
Social Media
100.0%
Email
46.1%
Phone
96.5%
Has Sentiment Data
100.0%
Location Verified
98.8%

Social Platform Coverage

Facebook67.5%
Instagram56.8%
Twitter/X37.3%
TikTok34.9%
LinkedIn34.3%
YouTube24.9%

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