BMIE Market 44104

Cuyahoga County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	18,902 2020–2024 ACS 5-year estimate ±1,563 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	8,051 2020–2024 ACS 5-year estimate ±517 · 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	22,640 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	11,643 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$24,111 2020–2024 ACS 5-year estimate ±3,142 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	31.7 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	$471 2020–2024 ACS 5-year estimate ±80 · 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	$69,300 2020–2024 ACS 5-year estimate ±11,565 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	4.7 sq mi Census Gazetteer 2020
Restaurants	12 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44104
Restaurants per 10,000 residents	5.7 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	-20.0% 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	-7.7% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	-7.7% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	7 (range 4–11) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.8 per year, r² 0.79) · 80% range · confidence High · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	37 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	49 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	41 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	13 / 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 44104. Projection: linear trend v1, fitted 2013–2023, -0.8 restaurants per year, r² 0.79, confidence High.

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: 37 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	48.9	49	40%	+19.6
Restaurant Opportunity Score	41.2	41	35%	+14.4
Market Momentum Score	12.8	13	25%	+3.2

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

Consumer Market Score: 49 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	18,902	80	40%	+32.2
Median household income (ACS)	24,111	1	40%	+0.4
Households (ACS)	8,051	82	20%	+16.3

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

Restaurant Opportunity Score: 41 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-33.3	9	35%	+3.2
Restaurants per 10,000 residents (lower = more room)	6.4	87	25%	+21.7
Population (ACS)	18,902	80	20%	+16.1
Median household income (ACS)	24,111	1	20%	+0.2

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

Market Momentum Score: 13 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	-20	13	50%	+6.5
10-year restaurant growth	-33.3	9	30%	+2.8
20-year restaurant growth	-7.7	18	20%	+3.5

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 (48)

By cuisine

American 11 · Chicken / wings 6 · Burgers 5 · Sandwiches 4 · Asian 3 · Caribbean 3 · Pizza 3 · BBQ 2 · Cajun, Creole, Southern 2 · Chinese 2 · Coffee 2 · Seafood 2 · Bakery 1 · British / Irish pub food 1 · Italian 1 · Japanese 1 · Sushi 1

By type

Restaurant (service type not stated) 32 · Quick service 11 · Bar 5 · Casual dining 4 · Café 2 · Specialty food shop 2 · Bakery 1 · Coffee shop 1 · Dessert 1 · Other 1

Name	Type	Cuisine	Address	Status
Burger King	Quick service		2575 E 55th St	open
Cajun Joe's	Restaurant (service type not stated)	Chicken / wings · Cajun, Creole, Southern	11341 Buckeye Rd	open
China 1	Restaurant (service type not stated)	Asian	2765 E 55th St Ste 4B	open
China Dragon	Restaurant (service type not stated)	Chinese · Asian	11421 Buckeye Rd	open
Church's Chicken	Restaurant (service type not stated)		5618 Woodland Ave	open
Fresh Cuts Deli	Restaurant (service type not stated)		5615 Woodland Ave	open
Garden Grill 2	Restaurant (service type not stated)		3347 E 93rd St	open
Hashtag Soul Food	Restaurant (service type not stated)	Cajun, Creole, Southern	3497 E 93rd St	open
Hibachi Express	Restaurant (service type not stated)	Asian	3347 E 93rd St	open
Jewellz Fine Dining	Quick service		7809 Woodland Ave	open
Johnnie's South Of The Border	Restaurant (service type not stated) · Casual dining · Bar	American	5803 Outhwaite Ave	open
Jordan's Eatery	Restaurant (service type not stated)	American	7809 Woodland Ave	open
Josephine's Lounge	Bar		7902 Central Ave	open
K & M Deli	Specialty food shop · Quick service	Sandwiches	7900 Kinsman Rd	open
Kingston Jamaican Restaurant	Restaurant (service type not stated)	Caribbean	9718 Buckeye Rd	open
Kinship BBQ	Restaurant (service type not stated)	BBQ	8581 Kinsman Rd	open
Kirkman's Double Exposure	Casual dining · Quick service · Specialty food shop · Bar	Sandwiches	3081 E 93rd St	open
Krispy Krunchy Chicken	Quick service		6206 Woodland Ave	open
Krispy Krunchy Chicken	Restaurant (service type not stated)	Chicken / wings	9213 Kinsman Rd	open
Little Caesars Pizza Little Caesars	Quick service · Restaurant (service type not stated)	Pizza	11311 Buckeye Rd	open
Little Pierres Inc	Restaurant (service type not stated)		11341 Buckeye Rd	open
Manhattan Fish & Chicken	Restaurant (service type not stated)	Chicken / wings · Seafood · British / Irish pub food	2575 E 55th St	open
Mary's Diner	Casual dining	American	3450 E 93rd St	open
McDonald's McDonald's	Quick service	Burgers · American	11420 Buckeye Rd	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	9101 Kinsman Ave	open
Mr Wings	Restaurant (service type not stated)	Chicken / wings	2765 E 55th St	open
Mr. Hero Mr Hero Mansfield Ohio	Restaurant (service type not stated)	Burgers · Sandwiches · American	11321 Buckeye Rd	open
Mr. Hero Mr Hero Mansfield Ohio	Other	Sandwiches · Burgers · American	2625 E 55th St	open
New World Restaurant	Restaurant (service type not stated)		7927 Kinsman Rd	open
Niko's Jamaican Restaurant	Restaurant (service type not stated)	Caribbean	3347 E 93rd St	open
Orlando Baking Company	Bakery	Bakery	7777 Grand Ave	open
Oven Fresh	Restaurant (service type not stated)	American · Seafood · Chicken / wings	2765 E 55th St	open
Phase 3 Lounge	Bar		11132 Buckeye Rd	open
Pizza Kings & Ribs	Restaurant (service type not stated)	Pizza	5615 Woodland Ave	open
Rally's Checkers and Rally's	Quick service	Burgers · American	2585 E 55th St	open
Rib Kings of Cleveland	Restaurant (service type not stated)	BBQ	9718 Buckeye Rd	open
Rich Caribbean Cuisine	Restaurant (service type not stated)	Caribbean	11351 Buckeye Rd	open
Rotasu Hibachi (e.55th)	Restaurant (service type not stated)	Chinese · Sushi · Japanese	2533 E 55th St	open
Simon Foods Inc	Restaurant (service type not stated)		2445 E 83rd St	open
Sunshine Cafe	Restaurant (service type not stated) · Café	Coffee · American	7201 Kinsman Rd Ste 103A	open
Synergy Food Group Llc	Restaurant (service type not stated)		7201 Kinsman Rd	open
Tara's Tasty TakeOut	Quick service		8910 Buckeye Rd	open
The Crispy Chick	Restaurant (service type not stated)	Chicken / wings · American	5618 Woodland Ave	open
The Grind Shop	Coffee shop · Restaurant (service type not stated) · Café	Coffee	11536 Buckeye Rd	open
The Kandy Kupboard Candy Store	Dessert		8005 Kinsman Rd	open
V Lounge	Bar · Quick service · Casual dining	American	3029 Woodhill Rd	open
Woodland One Stop Pizza	Restaurant (service type not stated)	Pizza · Italian	5615 Woodland Ave	open
Good N Plenty	Restaurant (service type not stated)	Cajun, Creole, Southern	7907 Central 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	22	13	—	—	—	9	SIC1987
1995	19	13	—	—	—	6	SIC1987
1996	16	11	—	—	—	5	SIC1987
1997	20	15	—	—	—	5	SIC1987
1998	20	10	3	7	—	5	NAICS1997
1999	20	10	2	8	—	5	NAICS1997
2000	26	15	5	9	1	6	NAICS1997
2001	23	14	4	10	—	5	NAICS1997
2002	20	16	5	11	—	4	NAICS1997
2003	20	13	2	11	—	5	NAICS2002
2004	21	16	3	13	—	4	NAICS2002
2005	19	15	3	11	1	3	NAICS2002
2006	17	12	2	9	1	4	NAICS2002
2007	18	14	2	11	—	4	NAICS2002
2008	18	15	3	11	—	3	NAICS2007
2009	17	14	3	10	—	2	NAICS2007
2010	16	13	2	10	—	2	NAICS2007
2011	18	15	1	12	—	2	NAICS2007
2012	21	19	—	17	—	1	NAICS2012
2013	20	18	—	16	—	1	NAICS2012
2014	23	20	2	16	—	2	NAICS2012
2015	20	17	—	15	—	1	NAICS2012
2016	19	16	—	14	—	1	NAICS2012
2017	20	17	—	14	—	—	NAICS2017
2018	16	15	—	13	—	—	NAICS2017
2019	13	11	—	9	—	—	NAICS2017
2020	15	14	—	12	—	—	NAICS2017
2021	15	13	—	11	—	—	NAICS2017
2022	12	10	—	8	—	—	NAICS2022
2023	13	12	—	10	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44104. 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
44127	1.4 mi	8	2023
44106	1.9 mi	67	2023
44105	2.3 mi	18	2023
44101	2.4 mi	1	2005
44115	2.4 mi	61	2023
44120	2.5 mi	43	2023
44103	2.5 mi	34	2023
44113	3.6 mi	137	2023
44114	3.7 mi	87	2023
44118	3.9 mi	88	2023
44108	4.2 mi	10	2023
44109	4.5 mi	58	2023

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