BMIE Market 44103

Cuyahoga County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	13,941 2020–2024 ACS 5-year estimate ±1,292 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	6,870 2020–2024 ACS 5-year estimate ±564 · 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	18,123 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	10,722 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$27,047 2020–2024 ACS 5-year estimate ±3,229 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	40.7 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	$779 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	$80,500 2020–2024 ACS 5-year estimate ±19,913 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	4.1 sq mi Census Gazetteer 2020
Restaurants	34 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44103
Restaurants per 10,000 residents	17.7 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+41.7% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+13.3% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-19.1% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	-8.1% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	33 (range 26–40) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.3 per year, r² 0.06) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	49 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	47 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	42 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	64 / 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 44103. Projection: linear trend v1, fitted 2013–2023, +0.3 restaurants per year, r² 0.06, 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: 49 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	46.6	47	40%	+18.7
Restaurant Opportunity Score	42.3	42	35%	+14.8
Market Momentum Score	63.8	64	25%	+16.0

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

Consumer Market Score: 47 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	13,941	75	40%	+30.2
Median household income (ACS)	27,047	2	40%	+0.6
Households (ACS)	6,870	79	20%	+15.8

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

Restaurant Opportunity Score: 42 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	13.3	57	35%	+20.0
Restaurants per 10,000 residents (lower = more room)	24.4	28	25%	+6.9
Population (ACS)	13,941	75	20%	+15.1
Median household income (ACS)	27,047	2	20%	+0.3

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

Market Momentum Score: 64 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	41.7	88	50%	+43.9
10-year restaurant growth	13.3	57	30%	+17.1
20-year restaurant growth	-19.1	14	20%	+2.8

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 (102)

By cuisine

American 28 · Sandwiches 12 · Coffee 7 · Pizza 6 · Asian 5 · Cajun, Creole, Southern 5 · Chinese 5 · BBQ 4 · Burgers 4 · Chicken / wings 4 · Seafood 4 · Bakery 3 · Dessert 3 · Juice / smoothies 3 · African 2 · Breakfast 2 · German / Eastern European 2 · Ice cream / frozen desserts 2 · Italian 2 · Japanese 2 · Steakhouse 2 · Caribbean 1 · Healthy / salads / bowls 1 · Korean 1 · Latin American (other) 1 · Middle Eastern 1 · Sushi 1 · Vegetarian 1

By type

Restaurant (service type not stated) 56 · Quick service 20 · Bar 17 · Casual dining 10 · Specialty food shop 6 · Bakery 5 · Dessert 5 · Café 4 · Coffee shop 4 · Juice, smoothie, tea 3 · Brewery / taproom 2 · Catering 2 · Food truck 2 · Other 2 · Winery / distillery / taproom 2

Name	Type	Cuisine	Address	Status
American Coffee Services	Coffee shop	Coffee	6928 Carnegie Ave	open
Angela's Family Restaurant	Restaurant (service type not stated)	American	7121 St Clair Ave.	open
Angie's Soul Cafe Angie's Soul Cafe'	Restaurant (service type not stated)	American · Cajun, Creole, Southern	7815 Carnegie Ave	open
Annie B \u0026 Earl's Place	Restaurant (service type not stated)	American	4017 Saint Clair Ave	open
Apple Cart	Dessert · Juice, smoothie, tea · Casual dining	Ice cream / frozen desserts · Juice / smoothies · American	4313 Superior Ave	open
Baby D's Fish & Chicken	Quick service	Chicken / wings · Seafood	7601 St Clair Ave.	open
Backstage Cafe Inc	Café	Coffee	5000 Euclid Ave	open
Black Frog Brewery	Brewery / taproom · Bar		1966 E 66th St	open
Blossom Lounge	Bar		7822 St Clair Ave	open
Bo's Cigars	Bar		6428 Saint Clair Ave	open
Bordario's Italian Cuisine	Restaurant (service type not stated)	Italian	7700 Carnegie Ave	open
Burger King Burger King	Quick service	Burgers · American	1549 E 55th St	open
Café 55	Café · Bakery · Dessert	Dessert · Coffee	1361 E 55th St	open
Cafe Phix Midtown Llc	Restaurant (service type not stated)		6815 Euclid Ave	open
Caribbean Dreams & Seafood	Restaurant (service type not stated)	Seafood	7823 Cedar Ave	open
Cascade Lounge	Bar		8012 St Clair Ave.	open
Château Hough Vineyards and Winery	Winery / distillery / taproom · Bar		1650 E 66th St	open
Chillies	Specialty food shop · Restaurant (service type not stated) · Quick service	Sandwiches	6029 Superior Ave	open
China Monaé	Quick service · Restaurant (service type not stated)	Chinese	2234 E 55th St	open
China Mountain III	Restaurant (service type not stated)	Chinese · Asian	7907 Cedar Ave	open
City Slice Pizzeria	Restaurant (service type not stated)	Pizza · Italian	6217 St Clair Ave.	open
Club Odyssey	Bar		6735 Saint Clair Ave	open
Coopers Express	Restaurant (service type not stated)	Chicken / wings	4902 Superior Ave	open
Daiquiri Factory Restaurant and Lounge	Bar		5379 St Clair Ave.	open
Deons Restaurant	Restaurant (service type not stated) · Quick service	American · Cajun, Creole, Southern · BBQ	6218 Superior Ave	open
Diner On 55th	Casual dining	American	1328 E 55th St	open
Dottie's Beverage and Deli	Specialty food shop · Quick service	Sandwiches · American	7038 Wade Park Ave	open
Dunkin' Dunkin'	Bakery · Juice, smoothie, tea · Dessert · Coffee shop	Dessert · Juice / smoothies · Coffee	8000 Carnegie Ave	open
E. 81st Street Deli	Specialty food shop · Restaurant (service type not stated) · Quick service	Sandwiches · American	8033 Superior Ave	open
Empress Taytu Ethiopian Restaurant	Restaurant (service type not stated)	African	6125 Saint Clair Ave	open
Erie Tavern Inc	Bar		5393 St Clair Ave.	open
Firehouse Subs Firehouse Subs	Quick service	Sandwiches	19125 East Bagley Rd.	open
Firehouse Subs Firehouse Subs	Quick service · Restaurant (service type not stated)	Sandwiches	19049 Bagley Rd	open
FIYAH Korean BBQ & Hot Pot	Restaurant (service type not stated)	Chinese · Korean · Asian	1253 E 55th St	open
Garden Of Flavor	Juice, smoothie, tea	Juice / smoothies	7501 Carnegie Ave	open
Georgio's Ovenfresh Pizza	Restaurant (service type not stated)	Pizza	2121 E 79th St	open
Glenville Elks Lodge #1494	Bar		1073 E 79th St	open
Golden House Restaurant	Restaurant (service type not stated)	Chinese	5238 Saint Clair Ave	open
Goldhorn Brewery	Brewery / taproom · Casual dining · Bar		1361 E 55th St	open
Goodies Candy Land Llp	Dessert		6212 Superior Ave	open
Grandpa's Abe Kitchen	Restaurant (service type not stated)	American	1905 E 55th St	open
Grillfather Pizza & wings	Casual dining · Bar	Pizza · American	2121 E 79th St	open
Hot Sauce Williams	Restaurant (service type not stated)	BBQ	7815 Carnegie Ave	open
Hunan One	Restaurant (service type not stated)	Chinese · Asian	7901 Euclid Ave	open
Hungry Hut	Restaurant (service type not stated)	American	5498 Chester Ave	open
Jack Spratt's Pizza	Restaurant (service type not stated)	Pizza	4323 Payne Ave	open
Juicy Seafood Cleveland	Restaurant (service type not stated)	Seafood · Asian	8005 Euclid Ave	open
Jumbo Chinese Restaurant	Restaurant (service type not stated)		6036 Saint Clair Ave	open
Kafela	Coffee shop · Café	Coffee · African	6710 St Clair Ave.	open
Key To The Soul	Catering	Cajun, Creole, Southern · American	7514 Cedar Ave	open
King Deli	Specialty food shop · Restaurant (service type not stated) · Quick service · Casual dining	Sandwiches · American	8331 Superior Ave	open
Krispy Krunchy Chicken	Quick service · Restaurant (service type not stated)	Chicken / wings	1712 E 55th Street	open
Lancer Steakhouse	Restaurant (service type not stated)	Steakhouse	7707 Carnegie Ave	open
Landmark Restaurant	Restaurant (service type not stated) · Casual dining	Breakfast · American	5380 St Clair Ave.	open
Latino Taste To Go	Restaurant (service type not stated) · Casual dining	Latin American (other) · American	7412 St Clair Ave.	open
Link59	Bar		6001 Euclid Ave	open
Marie's Restaurant	Restaurant (service type not stated)	American · German / Eastern European	4502 St Clair Ave.	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	8210 Euclid Ave	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	1540 E 55th St	open
Mr. Hero Mr Hero Mansfield Ohio	Quick service	Sandwiches · American	7606 St Clair Ave.	open
Mr. Hero East 79th Mr Hero Mansfield Ohio	Restaurant (service type not stated)		2125 E 79th St	open
Mr. Jamaican Kitchen	Restaurant (service type not stated)	Caribbean	7903 SUPERIOR Ave	open
Mrkis Place	Bar		5379 Saint Clair Ave	open
off the GRIDdle	Food truck · Quick service · Catering		YWCA Greater Cleveland, 4019 Prospect Ave	open
Old Homestead Tavern	Bar		1196 Norwood Rd	open
One Smooth Spot	Restaurant (service type not stated)	Healthy / salads / bowls	5498 Chester Ave	open
Pearl's Kitchen Midtown	Restaurant (service type not stated)	American	1966 E 66th St Suite 110	open
Philomena Bake Shop	Bakery	Bakery	5320 Stanard Ave	open
Pierre's Ice Cream Company	Dessert	Ice cream / frozen desserts · Dessert	6200 Euclid Ave	open
Pitta Strudel and Kolachky	Bakery · Food truck	Bakery	5385 St Clair Ave	open
Pizza Hut	Restaurant (service type not stated)	Pizza	7941 Euclid Ave	open
Popeyes Louisiana Kitchen Popeyes Louisiana Kitchen	Quick service · Restaurant (service type not stated)	Chicken / wings · Sandwiches · Cajun, Creole, Southern	7020 Carnegie Ave	open
Red Walters Bar-B-Que	Restaurant (service type not stated)	BBQ · American	8425 Cedar Ave	open
Reda's Middle Eastern food carry out and delivery	Restaurant (service type not stated)	Middle Eastern	2123 E 79th St	open
Royal Pizza Royal Pizza Co	Restaurant (service type not stated)	Pizza · American	7604 St Clair Ave	open
Ruby's Deli	Specialty food shop · Restaurant (service type not stated) · Quick service	Sandwiches · American	7038 Wade Park Ave	open
Ruthie and Moe's Diner	Casual dining	American	4002 Prospect Ave	open
S C D Food Llc	Restaurant (service type not stated)		2125 E 79th St	open
Samurai Dynasty	Restaurant (service type not stated)	Japanese	7501 Carnegie Ave	open
Shay's Restaurant	Casual dining	American	4007 St Clair Ave.	open
Shyam Food Inc	Restaurant (service type not stated)		1374 E 51st St	open
Souper Market Souper Market	Restaurant (service type not stated)		7501 Carnegie Ave	open
Statz Sports Lounge	Bar		7804 Carnegie Ave	open
Sterle’s Country House	Restaurant (service type not stated)	German / Eastern European	1401 E 55th St	open
Stock	Restaurant (service type not stated)		7501 Carnegie Ave	open
Subway	Other	Sandwiches	7917 Euclid Ave	open
Subway	Other	Sandwiches	6111 Saint Clair Ave	open
Subway Restaurants	Quick service		1374 E 51st St	open
The Boiler 55	Restaurant (service type not stated) · Casual dining	American	1253 E 55th St	open
The Brownhoist Cider Company	Winery / distillery / taproom · Bar		4310 St Clair Ave.	open
The Chopping Block	Restaurant (service type not stated)	Steakhouse · Seafood · American	6217 St Clair Ave.	open
The Cleveland Bagel Company	Bakery	Bakery · Breakfast	7501 Carnegie Ave	open
The Kitchen Restaurant and Event Center	Restaurant (service type not stated)	Cajun, Creole, Southern · American		open
Urban Soul Grille	Restaurant (service type not stated)	BBQ	7515 Saint Clair Ave Apt 1	open
Victory Lunch	Restaurant (service type not stated)		7826 Saint Clair Ave	open
Vienna Distributing Co of Oh	Specialty food shop · Quick service	Sandwiches	8110 Carnegie Ave	open
Vintage Tea & Coffee	Coffee shop	Coffee	6001 Euclid Ave Ste 110	open
Vitiman Kandie Carryout Restaurant	Café · Restaurant (service type not stated)	Vegetarian · Coffee	7228 Euclid Ave	open
Wasabi Hibachi Restaurant	Restaurant (service type not stated)	Japanese · Sushi · Asian	2123 E 79th St	open
Wendy's Wendy's	Quick service	Burgers · American	5815 St. Clair Ave.	open
Wolf's Den	Bar		8214 Cedar Ave	open
Crawford Manor	Restaurant (service type not stated)	Breakfast	8300 Hough 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	55	37	—	—	—	18	SIC1987
1995	58	42	—	—	—	16	SIC1987
1996	56	41	—	—	—	15	SIC1987
1997	53	38	—	—	—	15	SIC1987
1998	59	37	14	20	2	18	NAICS1997
1999	57	38	16	17	4	16	NAICS1997
2000	59	43	16	20	6	14	NAICS1997
2001	54	36	15	16	4	14	NAICS1997
2002	55	41	16	17	7	11	NAICS1997
2003	57	42	15	22	5	10	NAICS2002
2004	50	39	14	22	3	6	NAICS2002
2005	48	38	14	22	2	5	NAICS2002
2006	48	39	14	23	2	4	NAICS2002
2007	49	40	12	23	3	4	NAICS2002
2008	45	36	10	23	1	3	NAICS2007
2009	42	32	8	21	1	3	NAICS2007
2010	42	32	8	22	—	3	NAICS2007
2011	36	29	7	20	1	2	NAICS2007
2012	35	28	8	18	1	2	NAICS2012
2013	38	30	8	20	1	3	NAICS2012
2014	36	30	9	19	1	1	NAICS2012
2015	36	31	10	18	2	—	NAICS2012
2016	36	29	10	17	1	1	NAICS2012
2017	40	32	12	17	—	—	NAICS2017
2018	33	24	8	13	—	3	NAICS2017
2019	34	25	8	13	3	3	NAICS2017
2020	34	26	8	15	—	3	NAICS2017
2021	37	31	9	18	3	3	NAICS2017
2022	42	36	10	21	4	3	NAICS2022
2023	39	34	9	20	4	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44103. 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
44114	1.9 mi	87	2023
44106	2.1 mi	67	2023
44115	2.1 mi	61	2023
44108	2.3 mi	10	2023
44101	2.4 mi	1	2005
44104	2.5 mi	12	2023
44127	3.1 mi	8	2023
44113	3.6 mi	137	2023
44112	3.8 mi	14	2023
44120	4.4 mi	43	2023
44118	4.6 mi	88	2023
44105	4.6 mi	18	2023

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