BMIE Market 44108

Cuyahoga County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	19,381 2020–2024 ACS 5-year estimate ±1,451 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	8,794 2020–2024 ACS 5-year estimate ±580 · 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	25,679 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	14,809 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$34,745 2020–2024 ACS 5-year estimate ±2,927 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	38.8 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	$960 2020–2024 ACS 5-year estimate ±41 · 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	$67,700 2020–2024 ACS 5-year estimate ±6,537 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	4.5 sq mi Census Gazetteer 2020
Restaurants	10 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44108
Restaurants per 10,000 residents	4.7 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+11.1% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+11.1% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-16.7% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	-23.1% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	10 (range 7–12) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, 0.0 per year, r² 0.03) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	54 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	50 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	59 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	54 / 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 44108. Projection: linear trend v1, fitted 2013–2023, 0.0 restaurants per year, r² 0.03, 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: 54 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	50.4	50	40%	+20.2
Restaurant Opportunity Score	58.9	59	35%	+20.6
Market Momentum Score	53.9	54	25%	+13.5

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

Consumer Market Score: 50 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	19,381	81	40%	+32.4
Median household income (ACS)	34,745	4	40%	+1.4
Households (ACS)	8,794	83	20%	+16.6

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

Restaurant Opportunity Score: 59 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	11.1	55	35%	+19.2
Restaurants per 10,000 residents (lower = more room)	5.2	91	25%	+22.8
Population (ACS)	19,381	81	20%	+16.2
Median household income (ACS)	34,745	4	20%	+0.7

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

Market Momentum Score: 54 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	11.1	69	50%	+34.5
10-year restaurant growth	11.1	55	30%	+16.5
20-year restaurant growth	-16.7	15	20%	+2.9

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 (28)

By cuisine

American 8 · Bakery 3 · Burgers 2 · Cajun, Creole, Southern 2 · Chicken / wings 2 · Dessert 2 · Sandwiches 2 · BBQ 1 · Breakfast 1 · Chinese 1 · Coffee 1 · Italian 1 · Pizza 1 · Seafood 1

By type

Restaurant (service type not stated) 17 · Quick service 8 · Bakery 3 · Catering 2 · Dessert 2 · Food truck 2 · Bar 1 · Brewery / taproom 1 · Café 1 · Casual dining 1 · Specialty food shop 1

Name	Type	Cuisine	Address	Status
105 Grill	Restaurant (service type not stated)	American · Cajun, Creole, Southern	901 E 105th St	open
Aunt Oddies Pies	Restaurant (service type not stated)		9508 Columbia Ave	open
B & M Bar-B-Q & Catering Services	Catering	BBQ · American	840 E 105th St	open
Bean Pie Heaven Llc.	Bakery	Bakery	1120 E 105th St	open
Betty's Bomb Ass Burgers	Food truck		12910 Taft Ave	open
Budget Truck Rental	Food truck		12307 Saint Clair Ave	open
Cast Iron Kitchen	Restaurant (service type not stated)	Cajun, Creole, Southern · American	1262 E 105th St	open
China House Ii	Restaurant (service type not stated)	Chinese	10571 Saint Clair Ave	open
Donut Express	Bakery · Dessert	Bakery · Dessert	10120 St Clair Ave	open
Eddy Road Beverage & Food	Specialty food shop · Quick service · Brewery / taproom	Sandwiches	1035 E 129th St	open
Fatboy Donuts & Catering LLC	Bakery · Dessert · Café	Dessert · Coffee · Bakery	10120 St Clair Ave.	open
Flame Urban Chicken Grill	Quick service		10330 Saint Clair Ave	open
Honey Do Club	Bar		12523 St Clair Ave.	open
In and Out Beverage	Restaurant (service type not stated)		891 Lakeview Rd	open
Ja'nelles Restaurant	Restaurant (service type not stated)	Breakfast	12508 Saint Clair Ave	open
Krispy Krunchy Chicken	Restaurant (service type not stated)	Chicken / wings	11005 Saint Clair Ave	open
Little Caesars Pizza Little Caesars	Quick service · Restaurant (service type not stated)	Pizza	10372 St Clair Ave.	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	10411 Saint Clair Ave	open
Mukti Corp	Restaurant (service type not stated)		10334 Saint Clair Ave	open
Mz.Kay's Little Taste Of Heaven	Catering · Restaurant (service type not stated)	American	841 Herrick Rd	open
Omar's Seafood & Grill-Cleveland	Restaurant (service type not stated)	Seafood · American	12520 St Clair Ave.	open
One Bratenahl Place	Quick service	American	1 Bratenahl Pl	open
Popeyes® Louisiana Kitchen Popeyes Louisiana Kitchen	Quick service · Restaurant (service type not stated)	Chicken / wings	10509 St Clair Ave	open
Rally's Checkers and Rally's	Quick service · Restaurant (service type not stated)	Burgers	10430 St. Clair Cleveland, OH	open
Sorella	Restaurant (service type not stated) · Casual dining	Italian · American	1 Bratenahl Pl	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	10334 St Clair Ave	open
Tina's Homestyle Cooking	Restaurant (service type not stated)	American	901 E 105th St	open
Open Pitt Bar-b-que	Restaurant (service type not stated)	BBQ	12335 Saint Clair 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	16	13	—	—	—	3	SIC1987
1995	14	10	—	—	—	4	SIC1987
1996	14	10	—	—	—	4	SIC1987
1997	15	12	—	—	—	3	SIC1987
1998	16	14	6	8	—	1	NAICS1997
1999	14	11	5	6	—	2	NAICS1997
2000	17	13	6	7	—	2	NAICS1997
2001	16	13	6	7	—	2	NAICS1997
2002	19	14	5	9	—	4	NAICS1997
2003	15	12	4	8	—	2	NAICS2002
2004	15	12	3	9	—	2	NAICS2002
2005	17	15	3	12	—	1	NAICS2002
2006	12	11	2	9	—	1	NAICS2002
2007	15	14	2	11	—	1	NAICS2002
2008	16	14	3	9	1	1	NAICS2007
2009	13	12	3	8	—	1	NAICS2007
2010	13	12	3	7	1	1	NAICS2007
2011	11	10	3	6	—	1	NAICS2007
2012	11	10	3	6	—	1	NAICS2012
2013	10	9	2	6	—	1	NAICS2012
2014	10	9	2	6	—	1	NAICS2012
2015	11	10	2	7	—	1	NAICS2012
2016	10	9	1	7	—	1	NAICS2012
2017	11	10	—	7	—	—	NAICS2017
2018	11	9	3	5	—	—	NAICS2017
2019	11	9	—	6	—	—	NAICS2017
2020	12	10	—	7	—	—	NAICS2017
2021	10	8	—	6	—	—	NAICS2017
2022	10	8	—	6	—	—	NAICS2022
2023	11	10	—	7	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44108. 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
44112	2.0 mi	14	2023
44103	2.3 mi	34	2023
44106	2.5 mi	67	2023
44110	3.0 mi	14	2023
44114	3.7 mi	87	2023
44118	4.0 mi	88	2023
44104	4.2 mi	12	2023
44121	4.3 mi	42	2023
44115	4.5 mi	61	2023
44119	4.6 mi	19	2023
44101	4.7 mi	1	2005
44117	4.9 mi	10	2023

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