BMIE Market 44123

Cuyahoga County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	18,050 2020–2024 ACS 5-year estimate ±1,212 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	8,194 2020–2024 ACS 5-year estimate ±642 · 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	17,637 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	9,034 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$55,676 2020–2024 ACS 5-year estimate ±6,676 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	36.1 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	$1,070 2020–2024 ACS 5-year estimate ±85 · 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	$114,200 2020–2024 ACS 5-year estimate ±7,743 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	2.5 sq mi Census Gazetteer 2020
Restaurants	21 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44123
Restaurants per 10,000 residents	11.3 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+0.0% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+0.0% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+10.5% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+40.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	22 (range 20–24) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, 0.0 per year, r² 0.01) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	50 / 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	49 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	39 / 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 44123. Projection: linear trend v1, fitted 2013–2023, 0.0 restaurants per year, r² 0.01, 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: 50 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	57.2	57	40%	+22.9
Restaurant Opportunity Score	49.2	49	35%	+17.2
Market Momentum Score	39.4	39	25%	+9.8

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)	18,050	80	40%	+31.9
Median household income (ACS)	55,676	23	40%	+9.0
Households (ACS)	8,194	82	20%	+16.4

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

Restaurant Opportunity Score: 49 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	0	35	35%	+12.3
Restaurants per 10,000 residents (lower = more room)	11.6	66	25%	+16.5
Population (ACS)	18,050	80	20%	+15.9
Median household income (ACS)	55,676	23	20%	+4.5

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

Market Momentum Score: 39 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	0	42	50%	+20.9
10-year restaurant growth	0	35	30%	+10.5
20-year restaurant growth	10.5	40	20%	+8.0

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 (46)

By cuisine

American 9 · Pizza 8 · Italian 4 · Bakery 3 · Asian 2 · BBQ 2 · Breakfast 2 · Burgers 2 · Chicken / wings 2 · Chinese 2 · Coffee 2 · Dessert 2 · Sandwiches 2 · German / Eastern European 1 · Healthy / salads / bowls 1 · Ice cream / frozen desserts 1 · Juice / smoothies 1 · Mexican 1

By type

Restaurant (service type not stated) 23 · Bar 14 · Quick service 8 · Casual dining 7 · Bakery 4 · Delivery-focused 3 · Dessert 3 · Coffee shop 2 · Café 1 · Juice, smoothie, tea 1 · Other 1

Name	Type	Cuisine	Address	Status
Allora 1951	Bar	American	800 E 222nd St	open
Bagel Buddy's	Bakery	Bakery · Breakfast	20070 Lakeshore Blvd	open
Beach Club Bistro	Restaurant (service type not stated)	American	21939 Lake Shore Blvd	open
Breadheads Breadery	Bakery	Bakery	962 E 237th St	open
Burger King Burger King	Quick service	Burgers · American	263 Babbitt Rd	open
Carmella's Pizza Bazaar	Restaurant (service type not stated)	Pizza · Italian	804 E 222nd St	open
China House	Restaurant (service type not stated)	Chinese · Asian	22316 Lakeshore Blvd	open
China Sea	Restaurant (service type not stated)	Chinese · Asian	923 E 222nd St	open
Chipotle Mexican Grill Chipotle Mexican Grill	Quick service · Restaurant (service type not stated)	Mexican	22250 Lake Shore Blvd	open
Chris’ Sunset Shanty	Bar		21301 Edgecliff Dr	open
Domino's Domino's Pizza	Quick service · Delivery-focused	Pizza	23910 Lakeshore Blvd	open
Dunkin' Dunkin'	Coffee shop · Quick service · Dessert · Bakery	Coffee · Dessert	22200 Lakeshore Blvd	open
Emerald Isle Lounge	Restaurant (service type not stated) · Casual dining · Bar	American	22572 Lakeshore Blvd	open
Euclid Paninis	Restaurant (service type not stated)		937 E 222nd St	open
Francesco And Guiseppina Food Inc	Restaurant (service type not stated)		711 Babbitt Rd	open
Georgio's Oven Fresh Pizza Co	Restaurant (service type not stated) · Delivery-focused	Pizza	810 E 222nd St	open
Golden Tavern	Bar · Casual dining	American	937 E 222nd St	open
Great Scott Tavern	Restaurant (service type not stated)	American	21801 Lake Shore Blvd	open
Guys Pizza Guys Pizza Co. Chardon	Restaurant (service type not stated)	Pizza · Italian	859 E 222nd St	open
Kim's Wings Kim's Wings	Restaurant (service type not stated)	Chicken / wings · BBQ · American	22382 Lakeshore Blvd	open
Lake Shore Coffee House	Coffee shop · Café	Coffee · Breakfast	22032 Lake Shore Blvd	open
Little Caesars Pizza toppings Little Caesars	Quick service · Restaurant (service type not stated)	Pizza	22674 Shore Center Dr	open
Mama Catena Vino e Cucina	Restaurant (service type not stated) · Casual dining	Italian · American	711 Babbitt Rd	open
Marco's Pizza Marco's Pizza	Restaurant (service type not stated)	Pizza · Italian	22800 Lake Shore Blvd	open
Mary's Tavern	Bar		783 E 222nd St	open
Mr. Hero	Other	Sandwiches	22812 Lake Shore Blvd	open
Nectar of the Tupelo Euclid	Restaurant (service type not stated)		805 E 222nd St	open
Paddy's Pour House	Bar		922 E 222nd St	open
Panini's Bar & Grill	Casual dining · Bar		937 E 222nd St	open
Papa Johns Pizza	Restaurant (service type not stated)	Pizza	22370 Lakeshore Blvd	open
Paradise Island Saloon	Casual dining · Bar		830 Babbitt Rd	open
Paragon	Casual dining · Bar		21920 Lakeshore Blvd	open
Parkwood/shore Hot Dog - Ice Cream	Dessert	Ice cream / frozen desserts	758 E 222nd St	open
Pizza Hut Pizza Hut	Quick service · Delivery-focused	Pizza	22455 Shore Center Dr	open
Pulp Juice and Smoothie Bar Pulp Juice and Smoothie Bar - Zanesville	Juice, smoothie, tea · Restaurant (service type not stated)	Juice / smoothies · Healthy / salads / bowls	22404 Lakeshore Blvd	open
Skinny's Bar and Grill	Casual dining · Bar		780 E 222nd St	open
Smoke & Flavor Barbecue	Restaurant (service type not stated)	BBQ	21950 Lake Shore Blvd	open
Sticks Pub & Grille	Bar · Restaurant (service type not stated)		Briardale Greens Municipal Golf Course, 24131 Bria	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	22384 Lake Shore Blvd	open
The House Ultra Lounge	Bar		22810 Lake Shore Blvd	open
Triple Deuce Tavern - TDT	Bar		783 E 222nd St	open
Vibez Ultra Lounge	Bar		22740 Shore Center Dr	open
Wendy's Wendy's	Quick service	Burgers · American	250 E. 222nd Street	open
Wingstop	Restaurant (service type not stated)	Chicken / wings	22530 Lake Shore Blvd	open
Wojtila's Bakery	Bakery · Dessert	Bakery · German / Eastern European · Dessert	897 E 222nd St	open
Yurch Enterprises Inc	Restaurant (service type not stated)		21939 Lake Shore Blvd	open

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	18	15	—	—	—	3	SIC1987
1995	15	14	—	—	—	1	SIC1987
1996	23	19	—	—	—	4	SIC1987
1997	27	26	—	—	—	1	SIC1987
1998	27	24	11	12	1	1	NAICS1997
1999	28	24	12	10	2	1	NAICS1997
2000	27	23	10	12	1	1	NAICS1997
2001	25	21	9	11	1	2	NAICS1997
2002	26	22	8	11	3	3	NAICS1997
2003	26	19	7	10	2	4	NAICS2002
2004	31	24	8	14	2	4	NAICS2002
2005	31	26	10	14	2	4	NAICS2002
2006	32	25	9	14	2	6	NAICS2002
2007	32	25	7	15	2	5	NAICS2002
2008	28	22	6	13	2	4	NAICS2007
2009	25	18	4	13	1	5	NAICS2007
2010	25	20	5	14	1	3	NAICS2007
2011	26	22	8	13	1	2	NAICS2007
2012	27	25	11	13	1	1	NAICS2012
2013	23	21	7	12	2	2	NAICS2012
2014	25	22	7	13	2	2	NAICS2012
2015	26	22	7	13	2	2	NAICS2012
2016	27	23	7	14	2	2	NAICS2012
2017	25	21	8	13	—	—	NAICS2017
2018	25	21	8	13	—	—	NAICS2017
2019	26	21	8	13	—	3	NAICS2017
2020	26	22	8	13	—	—	NAICS2017
2021	26	23	9	13	—	—	NAICS2017
2022	26	21	7	12	—	—	NAICS2022
2023	29	21	8	12	—	5	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44123. 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
44132	1.4 mi	7	2023
44119	1.7 mi	19	2023
44117	2.4 mi	10	2023
44092	2.8 mi	25	2023
44110	3.3 mi	14	2023
44143	4.4 mi	40	2023

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