BMIE Market 45322

Montgomery County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	20,884 2020–2024 ACS 5-year estimate ±638 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	8,988 2020–2024 ACS 5-year estimate ±526 · 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	21,447 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	9,277 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$75,349 2020–2024 ACS 5-year estimate ±6,617 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	41.4 2020–2024 ACS 5-year estimate ±6 · 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	$986 2020–2024 ACS 5-year estimate ±129 · 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	$179,700 2020–2024 ACS 5-year estimate ±7,224 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	21.2 sq mi Census Gazetteer 2020
Restaurants	36 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45322
Restaurants per 10,000 residents	15.9 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+2.9% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-2.7% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+20.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+9.1% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	35 (range 32–38) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.1 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	56 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	72 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	47 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	45 / 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 45322. Projection: linear trend v1, fitted 2013–2023, -0.1 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: 56 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	71.8	72	40%	+28.7
Restaurant Opportunity Score	46.5	47	35%	+16.3
Market Momentum Score	45.3	45	25%	+11.3

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

Consumer Market Score: 72 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	20,884	82	40%	+32.8
Median household income (ACS)	75,349	56	40%	+22.3
Households (ACS)	8,988	84	20%	+16.7

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

Restaurant Opportunity Score: 47 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-2.7	22	35%	+7.7
Restaurants per 10,000 residents (lower = more room)	17.2	45	25%	+11.3
Population (ACS)	20,884	82	20%	+16.4
Median household income (ACS)	75,349	56	20%	+11.1

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

Market Momentum Score: 45 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	2.9	59	50%	+29.6
10-year restaurant growth	-2.7	22	30%	+6.6
20-year restaurant growth	20	46	20%	+9.1

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 (68)

By cuisine

American 18 · Pizza 7 · Sandwiches 7 · Coffee 6 · Bakery 5 · Burgers 5 · Asian 4 · Dessert 4 · Italian 4 · Mexican 4 · Breakfast 3 · Chicken / wings 3 · BBQ 2 · Chinese 2 · Ice cream / frozen desserts 2 · Japanese 2 · British / Irish pub food 1 · Cajun, Creole, Southern 1 · European 1 · Juice / smoothies 1 · Latin American (other) 1 · Noodles / ramen / pho 1 · Southwestern / Tex-Mex 1 · Vegetarian 1

By type

Restaurant (service type not stated) 43 · Quick service 17 · Bakery 7 · Bar 7 · Casual dining 7 · Dessert 6 · Coffee shop 5 · Café 2 · Brewery / taproom 1 · Catering 1 · Food truck 1 · Specialty food shop 1 · Juice, smoothie, tea 1 · Other 1

Name	Type	Cuisine	Address	Status
Arby's Arby's	Quick service	Sandwiches · American	705 S Main St	open
Bailey's Veggie Ribs	Restaurant (service type not stated)	BBQ · Vegetarian	220 Jay Rd	open
BAR44	Bar · Casual dining	British / Irish pub food	44 Barhorst Dr	open
Bob Evans Bob Evans	Restaurant (service type not stated)	American	1202 S Main St (I-70 & Rt 48)	open
Buffalo Wild Wings Buffalo Wild Wings	Bar · Casual dining	American	891 South Main Street Englewood Crossing Shopping Center	open
Burger King Burger King	Quick service	Burgers · American	301 W National Rd	open
Cafe 19 Café 19	Café · Coffee shop	Coffee · Breakfast	19 W National Rd	open
Cal-park Inc	Restaurant (service type not stated)		128 N Main St	open
Cassano's Pizza & Subs	Restaurant (service type not stated)	Pizza	606 Taywood Rd	open
Ceco Machine &#x26 Tool, Llc	Restaurant (service type not stated)		111 Quinter Farm Rd	open
China Palace Restaurant	Restaurant (service type not stated)		375 W National Rd	open
China Star	Restaurant (service type not stated)	Chinese · Asian	# 11, 1820, 606 Taywood Rd	open
Company 7 BBQ	Restaurant (service type not stated)	BBQ · American	1001 S Main St	open
Dairy Queen Dairy Queen	Dessert · Restaurant (service type not stated) · Quick service	Ice cream / frozen desserts	29 N Main St	open
Domino's Pizza Domino's Pizza	Restaurant (service type not stated) · Catering	Pizza	323 Brownstone Dr	open
Don Neto's Tacos	Food truck	Mexican	107 W National Rd	open
Donatos Pizza Donatos Pizza	Restaurant (service type not stated)	Pizza · Italian	811 Union Boulvard	open
DQ Grill & Chill DQ Grill & Chill	Quick service		29 N Main St	open
Dunkin' Dunkin'	Bakery · Juice, smoothie, tea · Dessert · Coffee shop	Dessert · Juice / smoothies · Coffee	849 S Main St	open
Dunkin'	Bakery	Bakery	849 S Main St	open
El Cazador LLC	Restaurant (service type not stated)	Mexican · Latin American (other)	555 W National Rd	open
Englewood SnoShack	Quick service · Restaurant (service type not stated) · Dessert	Dessert	885 Union Blvd	open
Firehouse Pantry	Other	Sandwiches	300 W National Rd Ste A	open
Firehouse Subs Firehouse Subs	Restaurant (service type not stated)	Sandwiches · American	1092 S Main St	open
Fox's Pizza Den Englewood Fox's Pizza Den	Restaurant (service type not stated)	Pizza · American	606 Taywood Rd	open
Freddy's Frozen Custard & Steakburgers Freddy's Frozen Custard & Steakburgers	Restaurant (service type not stated)	Burgers · American	910 S Main St	open
Full Circle Brewgarden	Brewery / taproom · Bar		324 Union Blvd	open
Gillespie Legacy, Llc	Restaurant (service type not stated)		410 W National Rd	open
Home Sweet Home Cafe	Restaurant (service type not stated) · Café · Bar	Coffee · Breakfast	320 W National Rd	open
Hot Head Burritos Hot Head Burritos	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	563 S Main St	open
Humpty's	Casual dining · Bar		10 Rockridge Rd	open
JD's Old Fashioned Frozen Custard	Dessert	Dessert · Ice cream / frozen desserts · American	322 Union Blvd	open
Jersey Mike's Jersey Mike's Subs	Specialty food shop · Quick service	Sandwiches	537 S Main Street	open
Jk-tek, L.l.c	Restaurant (service type not stated)		1321 S Main St	open
KFC	Quick service · Restaurant (service type not stated)	Chicken / wings	590 S Main St	open
KT's Bar and Grill	Bar · Casual dining		112 Main St	open
Lee's Famous Recipe Chicken Lee's Famous Recipe Chicken	Quick service	Chicken / wings · American	527 S Main St	open
Long John Silvers	Quick service		330 W National Rd	open
Maio, Inc. Dba Bolts Sports Cafe Profit Sharing Plan	Restaurant (service type not stated)		910 S Main St	open
Marion's Piazza Marion's Piazza	Restaurant (service type not stated)	Pizza · Italian	404 W National Rd	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	410 W National Rd	open
Ninja Ramen	Restaurant (service type not stated)	Japanese · Noodles / ramen / pho · Asian	375 W National Rd	open
Ozu852	Restaurant (service type not stated)	Japanese · Asian	852 Union Blvd	open
Penn Station East Coast Subs Penn Station East Coast Subs	Quick service · Restaurant (service type not stated)	Sandwiches	895 S Main St	open
Perkins at 1235 South Main Street Englewood, OH Perkins	Restaurant (service type not stated)	American	1235 South Main Street	open
Perkins Restaurant & Bakery Perkins American Food Co.	Restaurant (service type not stated) · Bakery	American · Bakery	1235 S Main St	open
Pizza Hut Pizza Hut	Quick service · Restaurant (service type not stated)	Pizza	565 S Main St	open
Popeyes Popeyes Louisiana Kitchen	Quick service	Chicken / wings · Cajun, Creole, Southern	1100 S. Main Street	open
Premium Pound Cakes	Bakery · Restaurant (service type not stated) · Dessert	Dessert	201 Whispering Wind Ct	open
Rapid Fired Pizza Rapid Fired Pizza	Restaurant (service type not stated)	Pizza · Italian	1080 S Main St	open
Seven J's &#x26 Associates, L.l.c	Restaurant (service type not stated)		103 Quinter Farm Rd	open
Skyline Chili Skyline Chili	Restaurant (service type not stated) · Casual dining	American	1321 S Main St	open
SlideThru	Restaurant (service type not stated)	American	322 Union Blvd # B	open
Starbucks	Coffee shop · Restaurant (service type not stated)	Coffee	885 Union Rd	open
Steak Escape	Restaurant (service type not stated)	Sandwiches · American	485 W National Rd	open
Stone House Sweets	Coffee shop	Coffee	322 Union Blvd	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	606 Taywood Rd	open
Sweet Tooth Candy Store	Dessert		7 Main St	open
Sweetwell Farm	Bakery	Bakery	5855 Sweet Potato Ridge Rd	open
Taco Bell	Quick service · Restaurant (service type not stated)	Mexican	608 South Main Street	open
The Original Hot Chicken	Casual dining · Restaurant (service type not stated)	Breakfast · Burgers · American	1095 S Main St	open
Tim Hortons Tim Hortons Cafe and Bake Shop	Quick service · Coffee shop · Bakery	Coffee · Bakery	899 S Main St	open
TJ Chumps TJ Chumps	Casual dining · Bar	American	559 S Main St	open
TJ Cinnamons	Bakery	Bakery	705 S Main St	open
Tjb Restaurants Inc	Restaurant (service type not stated)		606 Taywood Rd	open
Tony's Italian Kitchen	Restaurant (service type not stated)	Italian · European	615 S Main St	open
Wendy's Wendy's	Quick service	Burgers · American	606 South Main Street	open
Yen Ching House	Restaurant (service type not stated)	Chinese · Asian	625 S Main St	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	35	33	—	—	—	2	SIC1987
1995	31	30	—	—	—	1	SIC1987
1996	26	25	—	—	—	1	SIC1987
1997	31	29	—	—	—	2	SIC1987
1998	35	31	12	15	4	3	NAICS1997
1999	38	34	15	16	2	4	NAICS1997
2000	36	34	16	15	3	2	NAICS1997
2001	32	30	11	16	3	2	NAICS1997
2002	34	32	16	14	2	2	NAICS1997
2003	32	30	13	15	2	2	NAICS2002
2004	33	31	11	17	3	2	NAICS2002
2005	34	31	11	18	2	3	NAICS2002
2006	35	32	11	19	2	3	NAICS2002
2007	38	35	12	19	4	3	NAICS2002
2008	39	36	12	21	3	3	NAICS2007
2009	34	32	9	21	2	2	NAICS2007
2010	36	34	11	21	2	2	NAICS2007
2011	36	35	11	22	2	1	NAICS2007
2012	37	35	11	23	1	1	NAICS2012
2013	39	37	10	24	3	1	NAICS2012
2014	40	38	10	25	3	1	NAICS2012
2015	39	37	10	24	3	1	NAICS2012
2016	37	35	9	22	4	1	NAICS2012
2017	38	35	11	22	—	—	NAICS2017
2018	38	35	11	23	—	—	NAICS2017
2019	37	34	11	22	—	—	NAICS2017
2020	38	35	11	22	—	—	NAICS2017
2021	40	38	12	24	—	—	NAICS2017
2022	38	36	11	23	—	—	NAICS2022
2023	38	36	12	22	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45322. 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
45315	3.2 mi	8	2023
45383	3.7 mi	7	2023
45354	3.8 mi	—

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