All Restaurants in Rio Rancho, New Mexico, US

Market-wide restaurant data for Rio Rancho in the Southwest with a population of over 104k. Filtered by the Restaurants category group with verified business profiles, review sentiment, competitive analysis, and contact information. Refreshed weekly.

Total Records: 212
Location Type: City
Last Updated (weekly): 5/5/2026
Format:
CSV JSON Parquet
Six months of updates included
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212

Total Businesses

Within this dataset

4.0

Experience Level

93.9% with experience data

92.6K

Satisfaction Sentiments

437 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

4.00 ★

Reviews Overview

Customer review metrics

93K

Satisfaction Sentiments

Across all businesses

437

Avg per Business

Median: 332

94%

Has Rating

199 businesses

55%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 49.7%

Review Activity

Reviews received by period

306/30d

Digital & Social Presence

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

Social Reach

Platform comparison

82.2M

Total Followers

Instagram
Followers50.1M
Accounts97
Posts96.3K
Eng. Rate2.5%
TikTok
Followers32.1M
Accounts60
Hearts275.3M
Eng. Rate4.0%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1057.5M
IG: 30.4M
TT: 27.1M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
58%
Instagram
46%
Twitter
38%
LinkedIn
31%
TikTok
28%
YouTube
29%

Content Volume

Total content created

Instagram Posts

96.3K

AVG

1.0K

TikTok Videos

19.5K

AVG

361

TikTok Hearts

275.3M

AVG

5.0M

Total Content115.7K

Contact Availability

Business contact data coverage

78%

Website

61%

Social

34%

Email

91%

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

22percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
80%
Rating HealthRating trend stability
73%
Social PresenceSocial media activity
46%
Data CompletenessProfile data coverage
68%
Review ConfidenceReview authenticity
75%

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%
Borough74.1%
Street Address96.2%
Postal Code97.2%
City Boundary100.0%
Neighborhood16.5%

Contact Coverage

Business contact availability

Website
77.8%
Social Media
60.9%
Email
34.0%
Phone
90.6%
Has Sentiment Data
89.2%
Location Verified
100.0%

Social Platform Coverage

Facebook57.5%
Instagram45.8%
Twitter/X38.2%
LinkedIn31.1%
YouTube28.8%
TikTok28.3%

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