Distribution of MilkShake Factory Locations Across United States of America by State

MilkShake Factory operates 31 United States of America locations across 14 states. Largest clusters are in Pennsylvania, Texas, and Florida; the top 10 states contain 87.1% of sites. Coverage is thinner in South Carolina, Utah, and Virginia.

Top 10 States with the most number of MilkShake Factory locations in United States of America

MilkShake Factory shows strong visitor engagement: 8 locations are above the mean traffic score (mean: 49.35) and 4 qualify as highly visited.

MilkShake Factory operates 31 locations across the United States, with Pennsylvania hosting the highest share at 32.3% (10 locations). The top three states account for 48.4% of all locations, while the top ten states cover 87.1%. Pennsylvania offers the best access with one location per approximately 1.3 million people, whereas Florida, Michigan, and Texas are the most stretched markets, each serving over 9.7 million residents per location.

MilkShake Factory per capita insights

• States (Pennsylvania, Utah, Indiana) enjoy the best per capita access to MilkShake Factory.
• States like Texas, Florida, Ohio, Arizona, Colorado, despite their large number of locations, are under-served on a per-person basis, signaling potential demand for suburban expansion.
• Several states strike a balance between population growth and MilkShake Factory density, making them hotspots for sustained competition.

Cities With the Most MilkShake Factory Locations in the United States of America

Locations concentrate around major metros such as Allegheny, Bay, Beaufort, Bexar, and Butler. The top 10 cities account for 51.6% of U.S. sites.

Top 10 Cities Ranked by Location Count

MilkShake Factory operates 31 locations across the United States, with Allegheny, Pennsylvania hosting the highest number at seven. The top 10 cities collectively account for 51.6% of all locations. Each of the other nine cities in the top 10 has one location, indicating a concentrated presence in Allegheny.

Street-level hotspots (busiest streets with multiple MilkShake Factory)

Street-level clusters show corridors where multiple MilkShake Factory locations sit within the same neighborhood indicating strong local presence and coherence. MilkShake Factory operates a total of 31 nationwide.

Download MilkShake Factory Outlets Points of Interest Data

The complete dataset of MilkShake Factory locations across the United States of America is available for download, including coordinates, traffic patterns, and operational status.

Key Variables for MilkShake Factory Points of Interests

MilkShake Factory has 31 locations across the United States of America. The key variables shows the most infleuntial aspects for MilkShake Factory locations nationwide. This provides a closer look of how MilkShake Factory is operating from different prespectives.

Average Area Covered Per MilkShake Factory Locations (By State)

MilkShake Factory's locations in the United States span states with widely varying land areas. Texas, the largest state listed, covers 695,668 km² but only hosts 3 locations, while New Jersey, the smallest at 22,583 km², has 2 locations. Pennsylvania has the most locations at 10, despite a moderate area of 119,279 km². Other states like Florida, Georgia, and Indiana each have 2 locations across areas ranging from about 94,000 to 185,000 km².

Business Status of MilkShake Factory Locations (Open vs Closed)

MilkShake Factory has a total of 27 locations across 10 states in the United States, all of which are currently open with no closures. Pennsylvania leads with 10 open stores, followed by Texas with 3, while the remaining states have between 1 and 2 open locations each. Each state shows a 100% open rate, indicating full operational status across all its outlets.

Traffic Data for MilkShake Factory Locations (By State)

This view compares activity near MilkShake Factory locations across states. Using traffic scores observed around 31 sites, it highlights the busiest markets, states with a high share of above-average locations, and areas where activity is comparatively light. Use it to benchmark performance, prioritize field operations, and spot expansion or optimization opportunities.

What MilkShake Factory locations are busy in top 10 states?

MilkShake Factory's busiest locations in the United States show Arizona and Colorado each have 100% busy rates, with one location each. Pennsylvania has the highest number of busy sites at 2 out of 10, representing 20%. States like Florida, Indiana, North Carolina, and Ohio each have half of their locations busy, while Georgia and New Jersey report no busy locations. Texas has one busy location, accounting for 33.3% of its total three sites.

Customer Reviews and Ratings of MilkShake Factory Locations

This section summarizes customer sentiment toward MilkShake Factory. Using ratings and review totals from 31 locations, we highlight where scores are consistently high and where feedback volume is greatest. Average star ratings reflect perceived quality, while total reviews indicate engagement and reach across the network.

Average Ratings

MilkShake Factory's highest average ratings in the United States are found in Florida with 4.9, followed closely by Arizona, Georgia, and North Carolina, each at 4.8. New Jersey's average rating is not available. Pennsylvania leads in the number of reviews with 4,862, significantly more than Ohio's 427 and Florida's 351 reviews.

Number of Reviews

MilkShake Factory's highest average ratings come from Florida at 4.9, followed by Arizona, Georgia, and North Carolina, each with a 4.8 average. Pennsylvania leads in total reviews with 4,862, significantly outnumbering other states. Ohio, Florida, North Carolina, and Colorado also contribute notable review counts ranging from 240 to 427. New Jersey's average rating data is unavailable.

MilkShake Factory Locations With Verified Contact Information

Contact Information

MilkShake Factory has full phone coverage in all its locations across ten states in the United States. Pennsylvania leads with 10 out of 10 locations having phones, while Texas follows with 3 out of 3. Each of the other eight states, including Florida, Georgia, and Indiana, have 100% phone coverage at their respective locations.

Use cases for MilkShake Factory Points of Interests Data

Market Analysis

MilkShake Factory POI data enables clear measurement of footprint and demand. Analysts can rank states and cities by location count, compare coverage on a per-capita basis, and use traffic scores and review volumes to spot high-performing markets and under-served pockets. The result is an objective view of saturation, growth opportunities, and performance outliers.

Site Selection

For network planning, the data supports scoring candidate trade areas using location density, population per location, and nearby traffic intensity. Teams can evaluate cannibalization risk via nearest-store distance, surface whitespace along key corridors, and prioritize sites near retail anchors, campuses, or transit where observed activity is strongest.

Urban Planning

Planners can map clusters and service gaps to understand commercial access at the neighborhood level. Per-capita coverage highlights communities with limited access, while changes in openings or closures signal shifts in activity. These insights inform corridor revitalization, streetscape and transit planning, and data-driven zoning decisions.

How this xMap's POI data can help businesses?

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