Saturation benchmarks

Which businesses are oversaturated? Each industry, measured.

Competitor density per 10,000 residents and the trade radius that actually decides each category, from measured peer-city counts and national norms. The same numbers Denzify grades markets against.

How Many Laundromats Can a Town Support? Population per Laundromat in 8 Cities

How much population does a laundromat need? Measured across 8 US cities, the median is 0.84 laundromats per 10,000 residents, from 0.56 in Des Moines to 3.31 in Albany, NY. Renter share and old housing stock drive that six-to-one spread, and they matter more than headcount when you ask whether a laundromat is a good investment in your town.

Measured peer-city benchmark · 7 min read

Are There Too Many Pilates Studios? Measured Density in 12 US Cities

A typical mid-size US market has about 0.55 pilates studios per 10,000 residents, measured across 12 peer cities, from 0.29 in Worcester, MA to 1.40 in Albany, NY. That five-to-one spread says the reformer boom landed unevenly. How to tell whether your market already has too many studios.

Measured peer-city benchmark · 6 min read

Is the Boba Tea Market Saturated? Measured Density in 12 US Cities

Not in most mid-size cities we measured. Boba tea shop density runs from 0.16 per 10,000 residents in Knoxville to 0.80 in Albany, NY, median 0.29 across 12 US cities. Where bubble tea demand actually comes from and how to tell if your city still has room.

Measured peer-city benchmark · 6 min read

Is a Pickleball Club a Good Investment? Measured Density in 12 US Cities

Measured pickleball venue density runs from zero in Cincinnati to 1.40 per 10,000 residents in New Haven, median 0.35 across 12 US cities. It is the widest spread we have measured, which is what a land grab looks like in data. Where a new club still has room and how fast that room closes.

Measured peer-city benchmark · 6 min read

Population Needed to Support a Climbing Gym, Measured in 12 US Cities

Climbing gyms are the thinnest category we have measured, a median of 0.10 per 10,000 residents across 12 US cities, from 0.04 in Baton Rouge to 0.83 in Knoxville. Why a climbing gym needs a large population and an existing climbing community, and why the category is so capital-gated.

Measured peer-city benchmark · 6 min read

Is an Escape Room a Good Investment in 2026? Density in 12 US Cities

Measured escape room density runs from zero in Norfolk, VA to 0.60 per 10,000 residents in Albany, NY, median 0.13 across 12 US cities. What the post-boom numbers say about the business in 2026, and where a destination-entertainment concept still has room.

Measured peer-city benchmark · 6 min read

Is a Coworking Space a Good Investment? Measured Density in 12 US Cities

A typical mid-size US market has about 0.89 coworking spaces per 10,000 residents, measured across 12 peer cities, from 0.44 in New Haven to 1.63 in Richmond. What drives coworking demand after the WeWork era and how to tell if your city still has room.

Measured peer-city benchmark · 7 min read

Is an Acai Bowl Shop a Good Investment? 8 US Cities and a Full Salt Lake City Report

Measured acai bowl shop density runs from 0.14 per 10,000 residents in San Diego to 0.50 in Salt Lake City, median 0.31 across 8 US cities. Includes a complete, public market report for acai bowls in Salt Lake City that scored a Grade B.

Measured peer-city benchmark · 6 min read

Is a Vegan Bakery a Good Investment? What 12 Measured US Cities Show

Vegan bakery density measured across 12 peer cities has a median of 0.14 per 10,000 residents, from 0.05 in Worcester to 0.30 in Albany. Why the niche stays thin, which demand signals matter, and how to check whether your market can support one.

Measured peer-city benchmark · 6 min read

Is the Cookie Store Market Saturated? Measured Density in 12 US Cities

Measured cookie store density across 12 US cities has a median of 0.21 per 10,000 residents, from 0.12 in San Diego to 0.51 in Atlanta. How the gourmet cookie franchise wave changed the category and how to tell if your market is already saturated.

Measured peer-city benchmark · 6 min read

Population Needed to Support a Gym? What 2.1 per 10,000 Means

The US averages about 2.1 gyms per 10,000 residents, but gyms compete segment by segment. Budget, boutique and full-service clubs split the same map. How much population a gym needs, and how to count the rivals that actually compete with your concept inside a 2.5 km trade radius.

National density norm · 7 min read

Population Needed to Support a Restaurant? Why 28 per 10,000 Misleads

The US averages about 28 restaurants per 10,000 residents, the densest category we track. Why a citywide count says little about the population your restaurant needs, why restaurant rows can help rather than hurt, and how to analyze your specific concept instead of the whole category.

National density norm · 7 min read

Why Are There So Many Barbershops? 8 per 10,000 Residents, Explained

The US averages about 8 barber shops per 10,000 residents, and competition happens inside a 1.2 km radius because a haircut is a recurring convenience purchase. Why the category stays this dense, what saturation looks like when it arrives, and how to tell if your area has too many.

National density norm · 6 min read

Population Needed to Support a Dentist? What 4.5 per 10,000 Means

The US averages about 4.5 dental practices per 10,000 residents inside a 4 km trade radius. Why dental demand is near-universal but unevenly served, how insurance networks reshape the real competitor set, and how to read the dentist-to-population ratio in a specific market.

National density norm · 6 min read

Is the Yoga Studio Market Saturated? A Thin Category Decided by Demand

The US averages about 1.2 yoga studios per 10,000 residents, and the real competitor set includes every gym running a yoga schedule. What decides whether a market has too many studios when the category is this thin, and how to read your city inside a 2 km radius.

National density norm · 6 min read

Is a Physical Therapy Clinic a Good Investment? Demand Follows Referrals

The US averages about 1.8 physical therapy clinics per 10,000 residents inside a 4 km radius. Why PT demand is set by referral networks and demographics rather than foot traffic, and what that changes about reading whether a local market is saturated.

National density norm · 6 min read

Are There Too Many Urgent Care Clinics? Medical Clinic Density Explained

The US averages about 2.5 medical clinics per 10,000 residents inside a 3 km radius. How the urgent-care wave and retail clinics changed the competitive map, and which demand signals separate an underserved area from one that already has too many clinics.

National density norm · 6 min read

Is the Coffee Shop Market Saturated? City by City

The US averages about 4.2 coffee shops per 10,000 residents, but saturation is decided inside a 600-meter trade radius. The national numbers, a measured ranking of 40 large US cities, and how to read whether your own block is oversaturated.

National density norm · 7 min read