BMIE Market 44105

Cuyahoga County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	32,115 2020–2024 ACS 5-year estimate ±2,226 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	13,962 2020–2024 ACS 5-year estimate ±783 · 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	40,089 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	21,498 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$40,906 2020–2024 ACS 5-year estimate ±3,483 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	40.0 2020–2024 ACS 5-year estimate ±2 · 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	$931 2020–2024 ACS 5-year estimate ±39 · 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	$61,400 2020–2024 ACS 5-year estimate ±5,117 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	8.9 sq mi Census Gazetteer 2020
Restaurants	18 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44105
Restaurants per 10,000 residents	5.2 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	-10.0% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-28.0% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-30.8% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	-35.7% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	14 (range 10–18) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.7 per year, r² 0.59) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	42 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	57 / 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	14 / 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 44105. Projection: linear trend v1, fitted 2013–2023, -0.7 restaurants per year, r² 0.59, confidence Medium.

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: 42 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	57.1	57	40%	+22.9
Restaurant Opportunity Score	45.4	45	35%	+15.9
Market Momentum Score	14.4	14	25%	+3.6

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

Consumer Market Score: 57 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	32,115	90	40%	+36.1
Median household income (ACS)	40,906	7	40%	+2.7
Households (ACS)	13,962	92	20%	+18.4

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	-28	10	35%	+3.7
Restaurants per 10,000 residents (lower = more room)	5.6	90	25%	+22.4
Population (ACS)	32,115	90	20%	+18.0
Median household income (ACS)	40,906	7	20%	+1.3

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

Market Momentum Score: 14 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	-10	19	50%	+9.3
10-year restaurant growth	-28	10	30%	+3.1
20-year restaurant growth	-30.8	10	20%	+2.0

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 (108)

By cuisine

American 16 · Sandwiches 12 · Cajun, Creole, Southern 8 · Burgers 7 · Pizza 7 · Bakery 6 · Chicken / wings 6 · Coffee 6 · Dessert 3 · BBQ 2 · German / Eastern European 2 · Ice cream / frozen desserts 2 · Italian 2 · Juice / smoothies 2 · Mexican 2 · African 1 · Caribbean 1 · European 1 · Greek 1 · Latin American (other) 1 · Seafood 1 · Tea / bubble tea 1 · Vegetarian 1

By type

Restaurant (service type not stated) 54 · Bar 30 · Quick service 17 · Casual dining 15 · Dessert 7 · Bakery 6 · Café 6 · Specialty food shop 4 · Other 4 · Juice, smoothie, tea 3 · Brewery / taproom 1

Name	Type	Cuisine	Address	Status
10004 Club	Bar		10004 Union Ave	open
49 Street Tavern	Bar · Casual dining		4129 E 49th St	open
About Last Night	Bar		4209 E 131st St	open
Aj's Krispy Krunch Chicken	Restaurant (service type not stated)	Chicken / wings	4066 E 71st St	open
Angelos Pizza	Restaurant (service type not stated)	Pizza	3868 E 71st St	open
Big Boss BBQ Lounge	Bar	BBQ	4061 E 71st St	open
Bimbo Bakeries USA Bimbo Bakeries USA	Bakery	Bakery	4570 E 71st St	open
Bless Up Jamaican Restaurant	Restaurant (service type not stated)		4066 E 71st St	open
Bobby's House Of Wings & Hot Tamales	Café · Juice, smoothie, tea	Coffee · Mexican · Juice / smoothies	4517 E 131st St	open
Broadway Diner	Restaurant (service type not stated)	American	7529 Broadway Ave	open
Brown's Tavern	Bar · Casual dining		5211 Harvard Ave	open
Bum's Saloon	Bar		7771 Broadway Ave	open
C.H.E.E.R.S. RESTUARANT & LOUNGE	Bar · Casual dining		3560 E 93rd St	open
Charleys Cheesesteaks	Other	Sandwiches	6610 Broadway Ave	open
Charleys Philly Steaks Charleys Philly Steaks	Quick service	Sandwiches	6610 Broadway Ave	open
Chef Carolyn's Cafe	Restaurant (service type not stated)	Caribbean	9812 GARFIELD Blvd	open
Cleaveland Gentlemen Mc	Bar		8114 Beman Ave	open
Club Tiko	Bar		3560 E 93rd St	open
Cmb Soul Food	Restaurant (service type not stated)	Cajun, Creole, Southern	12503 Union Ave	open
Cozy Inn	Bar		4568 Warner Rd	open
Daisy's	Dessert · Juice, smoothie, tea · Bakery	Ice cream / frozen desserts · Juice / smoothies · Bakery	5614 Fleet Ave	open
Danny's Pizza	Restaurant (service type not stated)	Pizza	4538 Turney Rd	open
Dopo Domani	Restaurant (service type not stated)		5007 Fleet Ave	open
ElConga Club	Bar		8001 Aetna Rd	open
Eleven3's	Restaurant (service type not stated)	American	3993 E 131st St	open
Eleven3's	Restaurant (service type not stated) · Casual dining	African · American	4542 E 131st St	open
Extravagant Kitchen	Restaurant (service type not stated)		6508 Lansing Ave Unit 2	open
Ez soul food	Restaurant (service type not stated) · Casual dining	Cajun, Creole, Southern · American	6709 Harvard Ave	open
Family Penny candy store	Dessert		3915 E 74th St	open
Famous Gyro George	Restaurant (service type not stated)	Greek	6700 Harvard Ave	open
Forest City Brewery	Brewery / taproom		6920 Union Ave	open
Frediberto’s #3 Fredibertos Mexican Food	Restaurant (service type not stated)	Mexican · Latin American (other)	7309 Broadway Ave	open
Georgio's Oven Fresh Pizza Co Georgio's Oven Fresh Pizza Detroit Ave Cleveland	Restaurant (service type not stated)	Pizza · Italian	7001 Harvard Ave	open
Good Vibes Bar and Grille	Casual dining · Bar		5504 Harvard Ave	open
Greedy's	Restaurant (service type not stated)	Cajun, Creole, Southern	4338 E 71st St	open
Grown Folks Lounge	Bar		10300 Union Ave	open
Harvard Dairy N Deli	Dessert		6624 Harvard Ave	open
Hatties Deli	Specialty food shop · Restaurant (service type not stated) · Quick service	Sandwiches	11113 Nelson Ave	open
Herb's Caine Tavern	Bar		E 133rd St & 13208 Caine Ave	open
Highly Flavored Cafe And Catering	Restaurant (service type not stated)		4213 E 131st St	open
Ice Cream Depot & More	Dessert	Ice cream / frozen desserts	4338 E 71st St	open
Inca Tea	Juice, smoothie, tea	Tea / bubble tea	6513 Union Ave	open
Jaayjaays Kitchen	Café	Coffee · Cajun, Creole, Southern · Burgers	13400 Rexwood Ave	open
Jan's Kitchen	Restaurant (service type not stated)		4030 E 131st St	open
Jbgrill Inc	Restaurant (service type not stated)		6624 Harvard Ave	open
Joe D's Lounge Inc	Bar		13411 Miles Ave	open
Johnnys Club	Bar · Café	Coffee	4591 Turney Rd	open
Krispy Krunchy Chicken	Restaurant (service type not stated)	Chicken / wings	7025 Fleet Ave	open
Krispy Krunchy Chicken	Restaurant (service type not stated)	Chicken / wings	4901 Fleet Ave	open
Krispy Krunchy Chicken	Restaurant (service type not stated)	Chicken / wings	4030 E 131St St	open
Lakia's Delicatessen	Casual dining · Quick service · Specialty food shop · Bar	Sandwiches	11921 Miles Ave	open
Leonard's	Restaurant (service type not stated) · Bar	Burgers	5504 Harvard Ave	open
Levels Lounge	Bar		13411 Miles Ave	open
Little Caesars Pizza Little Caesars	Quick service · Restaurant (service type not stated)	Pizza	7310 Harvard Ave	open
Made from scratch Cafe	Café · Restaurant (service type not stated) · Casual dining	Coffee · American	3820 Martin Luther King Jr Dr	open
Malibu Joe's	Casual dining · Restaurant (service type not stated) · Bar		4233 E 71st St	open
Margie's 66 Tavern	Bar		E 66th St	open
Marsha's Soul Food Cafe	Restaurant (service type not stated)	American · Cajun, Creole, Southern	3868 E 71st St	open
Matins quickbite	Restaurant (service type not stated) · Quick service		11602 Union Ave	open
McDonald's McDonald's	Quick service	Burgers · American	6332 Broadway Avenue	open
Mike's Pizza	Restaurant (service type not stated)	Pizza	3966 E 42nd St	open
Mj's Cafe	Bar · Café	Coffee	3614 E 65th St	open
Monterey Grille	Restaurant (service type not stated)		7348 Broadway Ave	open
Mr. Hero Mr Hero Mansfield Ohio	Restaurant (service type not stated)	Burgers · Sandwiches · American	6409 Harvard Ave	open
Mr. Hero Mr Hero Mansfield Ohio	Other	Sandwiches · Burgers · American	13215 Miles Ave	open
Mystic Knights MC	Restaurant (service type not stated)		11409 Miles Ave	open
Papa Johns Pizza Papa John's Pizza	Restaurant (service type not stated) · Quick service	Pizza	6630 Broadway Ave	open
Peoples Bar & Grill	Casual dining · Restaurant (service type not stated) · Bar		3614 E 65th St	open
Perkins urban cuisine	Restaurant (service type not stated)		4438 E 71st St	open
Philomena Bake Shop	Bakery · Dessert	Bakery · Vegetarian · Dessert	5324 Fleet Ave	open
Pizza Hut Pizza Hut	Quick service	Pizza · Italian	6557 Broadway Ave Cuyahoga	open
Potters	Quick service · Restaurant (service type not stated)		5200 Harvard Ave	open
R&K Sausage	Restaurant (service type not stated)	German / Eastern European · European	7700 Harvard Ave	open
Rally's Checkers and Rally's	Quick service	Burgers · American	6430 Broadway Ave	open
Rebel's Corner	Restaurant (service type not stated) · Casual dining	American	3790 Martin Luther King Jr Dr	open
Red Chimney Restaurant Inc	Restaurant (service type not stated)		6501 Fleet Ave	open
RUDYS FOOD SERVICE	Quick service · Restaurant (service type not stated) · Casual dining	American	12212 Corlett Ave	open
Samone's Kitchen	Restaurant (service type not stated)	American · Cajun, Creole, Southern	3705 E 116th St	open
SarahBeth's, LLC	Bakery · Dessert	Bakery · Dessert	4441 Brooks Rd	open
Scorchers	Restaurant (service type not stated)	Chicken / wings	3662 E 65th St	open
Seven Roses	Restaurant (service type not stated)	German / Eastern European	6301 Fleet Ave	open
Shannassie's Roll Call	Bar		5212 Fleet Ave	open
Shelia's Bar & Grille	Bar · Restaurant (service type not stated)		6510 Lansing Ave	open
Signature Desserts	Bakery	Bakery	3599 E 49th St	open
Skeets Bar	Bar · Casual dining		3555 E 93rd St	open
Stick A Fork In It	Quick service · Restaurant (service type not stated)	Cajun, Creole, Southern	3868 E 71st St	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	6551 Broadway Ave Spc 30 Space #30	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	4910 Harvard Ave	open
Subway	Other	Sandwiches	6510 Harvard Ave	open
Subway	Other	Sandwiches	4542 E 131st St	open
Tab & Junes Bar & Grill	Bar	American	3578 Independence Rd	open
Tha Hook	Restaurant (service type not stated)	Seafood	3993 E 131st St	open
The Best Thing Smokin Bbq Llc	Restaurant (service type not stated)	BBQ · Cajun, Creole, Southern · American	12808 Union Ave	open
The Cinnful Whisk	Bakery · Dessert · Café	Bakery · Dessert · Coffee	3968 E 42nd St	open
The Drink	Casual dining · Bar		4005 E 131st St	open
The Nelson Off 93rd	Casual dining · Restaurant (service type not stated) · Bar		9322 Nelson Ave	open
Turney Deli Beer & Wine	Specialty food shop · Quick service	Sandwiches	4525 Turney Rd	open
Tyga Bites	Restaurant (service type not stated)	Chicken / wings	6510 Lansing Ave	open
Union Beverage and Deli	Specialty food shop · Quick service	Sandwiches	12408 Union Ave	open
Varni Food Inc	Restaurant (service type not stated)		4542 E 131st St	open
Victory Tavern	Restaurant (service type not stated)		4136 E 71st St	open
Wendy's Wendy's	Quick service	Burgers · American	8104 Broadway	open
Winston's Bar	Bar		4209 E 131st St	open
Becker's Bake Shop	Bakery	Bakery	13510 Miles Ave	closed
Big Bite	Restaurant (service type not stated)	American	3705 E 116th St	closed
Bottoms Up Cafe	Bar		3856 E 71st St	closed
Mo & Son Inc	Quick service		3510 E 116th St	closed
New Harvard Inc	Restaurant (service type not stated) · Casual dining	American	4053 E 71st St	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	54	28	—	—	—	26	SIC1987
1995	52	27	—	—	—	25	SIC1987
1996	49	24	—	—	—	25	SIC1987
1997	54	28	—	—	—	26	SIC1987
1998	56	30	8	21	1	26	NAICS1997
1999	60	36	11	23	2	24	NAICS1997
2000	63	39	14	22	3	24	NAICS1997
2001	62	37	13	21	3	25	NAICS1997
2002	59	31	6	22	2	28	NAICS1997
2003	53	26	7	18	1	27	NAICS2002
2004	54	28	12	14	2	26	NAICS2002
2005	52	27	10	16	1	24	NAICS2002
2006	43	21	6	14	1	21	NAICS2002
2007	39	23	5	13	1	16	NAICS2002
2008	38	24	6	12	2	13	NAICS2007
2009	34	24	6	12	2	10	NAICS2007
2010	31	21	6	9	2	10	NAICS2007
2011	33	21	6	11	1	12	NAICS2007
2012	33	22	7	11	1	11	NAICS2012
2013	37	25	7	13	1	11	NAICS2012
2014	38	26	8	13	1	11	NAICS2012
2015	32	24	6	13	1	8	NAICS2012
2016	28	19	4	11	—	7	NAICS2012
2017	31	21	4	14	—	9	NAICS2017
2018	29	20	4	12	—	9	NAICS2017
2019	25	19	3	11	—	6	NAICS2017
2020	26	18	3	11	—	6	NAICS2017
2021	27	22	4	13	—	4	NAICS2017
2022	27	19	7	9	—	5	NAICS2022
2023	22	18	5	10	—	4	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44105. 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	1.7 mi	8	2023
44104	2.3 mi	12	2023
44120	3.1 mi	43	2023
44125	3.3 mi	44	2023
44101	3.4 mi	1	2005
44109	3.5 mi	58	2023
44115	3.6 mi	61	2023
44106	4.1 mi	67	2023
44113	4.1 mi	137	2023
44137	4.6 mi	31	2023
44103	4.6 mi	34	2023
44131	4.7 mi	62	2023

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