BMIE Market 44132

Cuyahoga County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	14,633 2020–2024 ACS 5-year estimate ±1,110 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	6,518 2020–2024 ACS 5-year estimate ±499 · 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 count	14,071 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	7,423 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$47,969 2020–2024 ACS 5-year estimate ±4,321 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	38.7 2020–2024 ACS 5-year estimate ±4 · 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	$1,115 2020–2024 ACS 5-year estimate ±53 · 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	$125,300 2020–2024 ACS 5-year estimate ±9,796 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	3.2 sq mi Census Gazetteer 2020
Restaurants	7 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44132
Restaurants per 10,000 residents	8.5 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	-30.0% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-22.2% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-46.2% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	-72.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	7 (range 4–9) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.2 per year, r² 0.22) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	39 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	51 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	45 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	10 / 100 MODELED · market_momentum_score v1 · confidence High · why?

Map

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

Trends

Historical lines are published counts. Dashed lines are derived: a least-squares trend through the last decade, extended as a FORECAST with its 80% range. Momentum, not a guarantee.

Restaurants by year, with trend and projection

ZIP Code Business Patterns, USPS ZIP 44132. Projection: linear trend v1, fitted 2013–2023, -0.2 restaurants per year, r² 0.22, confidence Low.

Growth index (first year on file = 100)

Each category relative to its own first published count. Full/limited split is unavailable under SIC (before 1998).

Mix of the food-service market

Share of all food-service establishments. "Other" = snack bars, caterers, contractors, mobile.

Population and restaurants per 10,000 residents

Population points: 2010 Census count and ACS 5-year estimates on file (more vintages load over time). Density uses the population point within two years of each restaurant count. Population projection appears once three or more ACS years are loaded.

Restaurant growth vs. Ohio and U.S. averages

Averages are the mean growth across all ZCTAs with the figure (state n = 989, U.S. n = 24,852). DERIVED from ZIP Code Business Patterns.

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: 39 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	51.2	51	40%	+20.5
Restaurant Opportunity Score	45.4	45	35%	+15.9
Market Momentum Score	9.7	10	25%	+2.4

Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 51 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	14,633	76	40%	+30.5
Median household income (ACS)	47,969	13	40%	+5.0
Households (ACS)	6,518	78	20%	+15.7

Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 45 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-22.2	13	35%	+4.5
Restaurants per 10,000 residents (lower = more room)	4.8	92	25%	+23.1
Population (ACS)	14,633	76	20%	+15.3
Median household income (ACS)	47,969	13	20%	+2.5

Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 10 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	-30	9	50%	+4.5
10-year restaurant growth	-22.2	13	30%	+3.9
20-year restaurant growth	-46.2	6	20%	+1.3

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 (34)

By cuisine

Sandwiches 5 · Chicken / wings 3 · American 2 · BBQ 2 · Cajun, Creole, Southern 2 · Asian 1 · Bakery 1 · Coffee 1 · Dessert 1 · Halal / kosher 1 · Ice cream / frozen desserts 1 · Mexican 1 · Middle Eastern 1

By type

Restaurant (service type not stated) 17 · Bar 13 · Quick service 8 · Casual dining 4 · Specialty food shop 2 · Bakery 1 · Brewery / taproom 1 · Café 1 · Dessert 1

Name	Type	Cuisine	Address	Status
4play	Bar		1080 E 260th St	open
Arabica Team One Llc	Restaurant (service type not stated)		26250 Euclid Ave Ste 123	open
Arby's	Quick service · Restaurant (service type not stated)	Sandwiches	26000 Euclid Ave	open
Asian Express	Restaurant (service type not stated)	Asian	2702 26010 Euclid Ave	open
B Stone Bar And Grill	Casual dining · Restaurant (service type not stated) · Bar		26191 Euclid Ave	open
Capital Grill	Restaurant (service type not stated)	Sandwiches · Middle Eastern · Halal / kosher	26177 Euclid Ave	open
Chester's Chicken	Restaurant (service type not stated)	Chicken / wings	27611 Euclid Ave	open
Choices Luxury Lounge	Bar · Café	Coffee	26159 Euclid Ave	open
Collision Bend Brewing Company Collision Bend Brewing Company	Brewery / taproom · Bar		1261 Babbitt Rd	open
Crown Burger & Subs	Restaurant (service type not stated)		26177 Euclid Ave	open
Dunkin' Dunkin'	Quick service		26010 Euclid Avenue	open
Eclipse sports bar and Grill	Restaurant (service type not stated) · Bar		26159 Euclid Ave	open
Gram Gram's Soulfood	Restaurant (service type not stated)	Cajun, Creole, Southern	481 E 260TH St	open
Jimmy John's Jimmy John's	Quick service · Specialty food shop	Sandwiches	26010 Euclid Ave	open
K&S Night Club & Lounge	Bar			open
KFC KFC	Quick service · Restaurant (service type not stated)	Chicken / wings	26021 Euclid Avenue	open
Kingston 12 Jamaican Cuisine	Restaurant (service type not stated)		26177 Euclid Ave	open
Lora J’s Martini & Bistro	Bar · Casual dining		27573 Euclid Ave	open
Pacer's Ribhouse	Restaurant (service type not stated)	BBQ	1080 E 260th St	open
Popeyes Popeyes	Quick service	Chicken / wings · Cajun, Creole, Southern	26030 Euclid Ave	open
R-Ribs BBQ	Restaurant (service type not stated)	BBQ · American	26020 Euclid Ave	open
Republix	Casual dining · Bar		26159 Euclid Ave	open
Sidewalk Cafe Inc	Restaurant (service type not stated)		27101 Euclid Ave	open
Sub City	Quick service · Restaurant (service type not stated)	Sandwiches	26598 Lakeshore Blvd	open
Sweetroz classic custard	Dessert · Restaurant (service type not stated)	Dessert · Ice cream / frozen desserts	499 E 260th St	open
Taco Bell Taco Bell	Quick service	Mexican	26002 Euclid Ave	open
The bench lounge	Bar		26594 Lakeshore Blvd	open
The Sixth Man Bar and Grill	Bar		27801 Euclid Ave	open
Upson Deli	Specialty food shop · Restaurant (service type not stated) · Quick service	Sandwiches	505 E 260th St	open
Victory Bistro Ultra Lounge	Bar		27801 Euclid Ave	open
Whistle Stop Tavern	Casual dining · Bar	American	1080 E 260th St	open
Winners Sports Bar	Bar		27801 Euclid Ave	open
YouFit Bakery	Bakery	Bakery	26930 Farringdon Ave	open
Richmond Restaurant Inc	Restaurant (service type not stated)		25911 Euclid Ave	closed

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

Year	All food service	Restaurants	Full-service	Limited-service	Snack & beverage	Bars	Industry codes
1994	27	25	—	—	—	2	SIC1987
1995	21	20	—	—	—	1	SIC1987
1996	25	23	—	—	—	2	SIC1987
1997	23	22	—	—	—	1	SIC1987
1998	24	21	7	11	2	2	NAICS1997
1999	24	22	9	10	2	1	NAICS1997
2000	16	14	6	7	1	1	NAICS1997
2001	16	13	6	6	1	2	NAICS1997
2002	17	13	7	6	—	2	NAICS1997
2003	16	13	6	7	—	1	NAICS2002
2004	14	12	5	6	—	1	NAICS2002
2005	13	12	5	7	—	—	NAICS2002
2006	11	10	3	7	—	—	NAICS2002
2007	12	11	4	5	1	—	NAICS2002
2008	11	10	2	6	1	—	NAICS2007
2009	11	10	2	6	1	—	NAICS2007
2010	13	12	3	7	—	—	NAICS2007
2011	13	12	3	6	1	—	NAICS2007
2012	12	11	4	6	—	—	NAICS2012
2013	10	9	2	6	—	1	NAICS2012
2014	9	9	2	6	—	—	NAICS2012
2015	8	8	—	7	—	—	NAICS2012
2016	10	10	—	9	—	—	NAICS2012
2017	11	11	—	10	—	—	NAICS2017
2018	12	10	—	9	—	—	NAICS2017
2019	11	10	—	9	—	—	NAICS2017
2020	12	9	—	8	—	3	NAICS2017
2021	11	7	—	6	—	3	NAICS2017
2022	12	8	—	7	—	3	NAICS2022
2023	11	7	—	6	—	3	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44132. 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)

ZCTA	Distance	Restaurants	Year
44123	1.4 mi	21	2023
44092	1.5 mi	25	2023
44117	2.9 mi	10	2023
44119	2.9 mi	19	2023
44143	3.9 mi	40	2023
44095	4.3 mi	41	2023
44110	4.4 mi	14	2023

Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.