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BMIE Market 44040

Cuyahoga County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)3,063
2020–2024 ACS 5-year estimate ±555 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,177
2020–2024 ACS 5-year estimate ±165 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B11001_001E · on 2020 boundaries · retrieved 2026-09-05
Population, 2010 Census count3,020
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,300
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$228,942
2020–2024 ACS 5-year estimate ±78,840 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age55.4
2020–2024 ACS 5-year estimate ±3 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01002_001E · on 2020 boundaries · retrieved 2026-09-05
Median gross rent$2,875
2020–2024 ACS 5-year estimate ±889 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25064_001E · on 2020 boundaries · retrieved 2026-09-05
Median home value$587,700
2020–2024 ACS 5-year estimate ±122,999 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area9.8 sq mi
Census Gazetteer 2020
Restaurants4
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44040
Restaurants per 10,000 residents16.6
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year-33.3%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+33.3%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+100.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+100.0%
DERIVED: 1995 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 20286 (range 4–8)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.2 per year, r² 0.29) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score64 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score71 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score71 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score43 / 100
MODELED · market_momentum_score v1 · confidence High · why?

Map

Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.

Why these scores?

Each score is a weighted average of national percentile ranks (0 = lowest of all ZCTAs with that figure, 100 = highest). Weights are set in the model registry, not in code, and every score carries its model version.

BMIE Market Score: 64 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score71.27140%+28.5
Restaurant Opportunity Score71.17135%+24.9
Market Momentum Score42.64325%+10.7
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 71 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)3,0635240%+21.0
Median household income (ACS)228,9429940%+39.8
Households (ACS)1,1775220%+10.5
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 71 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth33.37335%+25.7
Restaurants per 10,000 residents (lower = more room)13.16025%+15.0
Population (ACS)3,0635220%+10.5
Median household income (ACS)228,9429920%+19.9
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 43 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-33.3850%+4.1
10-year restaurant growth33.37330%+22.0
20-year restaurant growth1008220%+16.5
Restaurant-count growth only until population and income growth series exist.

A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.

Restaurants on file (8)

By cuisine

Coffee 2 · Italian 2 · American 1 · Asian 1 · Breakfast 1 · Indian 1 · Sandwiches 1

By type

Restaurant (service type not stated) 5 · Café 2 · Bar 1 · Coffee shop 1 · Specialty food shop 1 · Quick service 1

NameTypeCuisineAddressStatus
6687 Wilson Mills LlcRestaurant (service type not stated)6687 Wilson Mills Rdopen
Addies cup coffee shopCoffee shop · CaféCoffee1501 Chagrin River Rdopen
Geraci's Restaurant Geraci's RestaurantRestaurant (service type not stated)Italian6687 Wilson Mills Rdopen
Jersey Mike's Jersey Mike's SubsSpecialty food shop · Quick serviceSandwiches6681 Wilson Mills Rd.open
Paddy’s PubBar860 W Hill Dropen
Paradise Biryani Pointe Paradise Biryani Pointe, ParmaRestaurant (service type not stated)Indian · Asian6679 Wilson Mills Rdopen
Sara's PlaceRestaurant (service type not stated)Italian · American1501 Chagrin River Rdopen
Yours Truly Mayfield Village Yours Truly RestaurantsRestaurant (service type not stated) · CaféBreakfast · Coffee6675 Wilson Mills Rdopen
Listings: Overture Maps Places (CDLA-Permissive-2.0), matched into the BMIE restaurant master. Census establishment counts and listing counts differ by definition (Census counts employer establishments in the reference week; listings are places currently mapped).

Restaurant establishments over time

YearAll food serviceRestaurantsFull-serviceLimited-serviceSnack & beverageBarsIndustry codes
199522————SIC1987
199632———1SIC1987
199732———1SIC1987
19983211—1NAICS1997
19993211—1NAICS1997
20003312——NAICS1997
20012211——NAICS1997
20023211——NAICS1997
20033211——NAICS2002
20044312——NAICS2002
20054312——NAICS2002
20064312——NAICS2002
20076522——NAICS2002
2008432———NAICS2007
2009332———NAICS2007
20105531——NAICS2007
20114421——NAICS2007
20125522——NAICS2012
20133321——NAICS2012
20143321——NAICS2012
20154321——NAICS2012
20163321——NAICS2012
201744————NAICS2017
201866—3——NAICS2017
2019663———NAICS2017
202055————NAICS2017
202155————NAICS2017
202244————NAICS2022
202344————NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44040. Categories are BMIE roll-ups of the published SIC/NAICS codes (full vs limited service is not split under SIC). More years load in stages.

Nearby markets (within 5 miles)

ZCTADistanceRestaurantsYear
441433.6 mi402023
441243.8 mi932023
440264.5 mi252023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.