All Restaurants in Toledo (Metro), Ohio, US

Restaurant dataset spanning the Toledo (Metro), Ohio metropolitan area including Toledo. Covers the full metropolitan dining ecosystem of a mid-size metropolitan dining market. Filtered by the Restaurants category group with ratings, review analytics, competitive positioning, and contact information. Refreshed weekly.

Total Records: 920
Location Type: Metro
Last Updated (weekly): 6/5/2026
Format:
CSV JSON Parquet
Six months of updates included
Get This Dataset $1,900 - $5,650
→

920

Total Businesses

Within this dataset

4.1

Experience Level

95.4% with experience data

456.5K

Satisfaction Sentiments

496 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

Loading map...

Neighborhood Density

Business distribution by area

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

4.13 ★

Reviews Overview

Customer review metrics

456K

Satisfaction Sentiments

Across all businesses

496

Avg per Business

Median: 337

95%

Has Rating

878 businesses

68%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 41.8%

Review Activity

Reviews received by period

368/30d

Digital & Social Presence

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

Social Reach

Platform comparison

557.4M

Total Followers

Instagram
Followers347.0M
Accounts476
Posts574.8K
Eng. Rate3.8%
TikTok
Followers210.4M
Accounts279
Hearts1.8B
Eng. Rate4.4%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10110.1M
Top 100492.4M
IG: 282.5M
TT: 209.9M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
70%
Instagram
52%
Twitter
48%
LinkedIn
39%
TikTok
30%
YouTube
28%

Content Volume

Total content created

Instagram Posts

574.8K

AVG

1.2K

TikTok Videos

73.6K

AVG

298

TikTok Hearts

1.8B

AVG

7.3M

Total Content648.3K

Contact Availability

Business contact data coverage

79%

Website

73%

Social

44%

Email

94%

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

40percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
83%
Rating HealthRating trend stability
76%
Social PresenceSocial media activity
52%
Data CompletenessProfile data coverage
56%
Review ConfidenceReview authenticity
78%

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%
Borough53.7%
Street Address98.8%
Postal Code99.6%
City Boundary96.5%
Neighborhood52.1%

Contact Coverage

Business contact availability

Website
78.9%
Social Media
72.9%
Email
43.6%
Phone
93.8%
Has Sentiment Data
93.7%
Location Verified
100.0%

Social Platform Coverage

Facebook70.2%
Instagram51.7%
Twitter/X47.5%
LinkedIn38.9%
TikTok30.3%
YouTube27.8%

Similar datasets

Dataset
Location
Industry
Businesses
Exp. Level
Trend
Beam Score
100.0%

All Restaurants in Ohio, US

All restaurant listings across the state of Ohio. Filtered by the Restaurants category group, this statewide export includes verified business profiles, review analytics, competitive benchmarks, and contact details for every active listing. Refreshed weekly.

Ohio
Restaurants
23.6K
4.1
↓
82%
View →
100.0%

All Restaurants in Pittsburgh (Metro), Pennsylvania, US

Complete restaurant data for the Pittsburgh metropolitan area in western Pennsylvania. Filtered by the Restaurants category group, this dataset captures the Steel City's revitalized dining market with business profiles, ratings, review trends, and competitive metrics. Refreshed weekly.

Pittsburgh, Pennsylvania
Restaurants
5.6K
4.2
↓
84%
View →
100.0%

All Restaurants in Columbus (Metro), Ohio, US

Restaurant dataset for the Columbus metropolitan area in central Ohio. Covers the state capital's diverse and growing dining scene, filtered by the Restaurants category group. Includes verified business profiles, ratings, review sentiment, and competitive positioning. Refreshed weekly.

Columbus, Ohio
Restaurants
5.0K
4.1
↓
82%
View →
100.0%

All Restaurants in Cleveland (Metro), Ohio, US

Complete restaurant data for the Cleveland metropolitan area in northeastern Ohio. Filtered by the Restaurants category group, this dataset captures the lakefront city's evolving dining market with business profiles, review analytics, competitive metrics, and contact information. Refreshed weekly.

Cleveland, Ohio
Restaurants
4.7K
4.1
↓
82%
View →

Ready to get started?

Join our newsletter to get the latest updates on new verified business datasets.