BMIE Market 45371

Miami County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	22,865 2020–2024 ACS 5-year estimate ±664 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	9,312 2020–2024 ACS 5-year estimate ±337 · 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	18,333 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	7,719 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$93,599 2020–2024 ACS 5-year estimate ±8,010 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	41.5 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	$1,106 2020–2024 ACS 5-year estimate ±72 · 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	$302,300 2020–2024 ACS 5-year estimate ±19,334 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	51.2 sq mi Census Gazetteer 2020
Restaurants	23 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45371
Restaurants per 10,000 residents	14.7 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	-4.2% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-11.5% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+35.3% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	21 (range 19–23) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.2 per year, r² 0.27) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	60 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	81 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	57 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	31 / 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 45371. Projection: linear trend v1, fitted 2013–2023, -0.2 restaurants per year, r² 0.27, 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: 60 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	80.9	81	40%	+32.3
Restaurant Opportunity Score	57.5	57	35%	+20.1
Market Momentum Score	30.6	31	25%	+7.6

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

Consumer Market Score: 81 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	22,865	84	40%	+33.5
Median household income (ACS)	93,599	76	40%	+30.6
Households (ACS)	9,312	84	20%	+16.8

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

Restaurant Opportunity Score: 57 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-4.2	21	35%	+7.5
Restaurants per 10,000 residents (lower = more room)	10.1	72	25%	+18.0
Population (ACS)	22,865	84	20%	+16.7
Median household income (ACS)	93,599	76	20%	+15.3

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

Market Momentum Score: 31 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	0	42	50%	+20.9
10-year restaurant growth	-4.2	21	30%	+6.4
20-year restaurant growth	-11.5	16	20%	+3.3

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 (57)

By cuisine

American 15 · Coffee 7 · Pizza 6 · Bakery 5 · Mexican 5 · Sandwiches 5 · Asian 3 · Burgers 3 · Breakfast 2 · Italian 2 · Southwestern / Tex-Mex 2 · Tea / bubble tea 2 · BBQ 1 · Cajun, Creole, Southern 1 · Chicken / wings 1 · Chinese 1 · Dessert 1 · Ice cream / frozen desserts 1 · Latin American (other) 1

By type

Restaurant (service type not stated) 26 · Bar 11 · Quick service 11 · Casual dining 6 · Bakery 5 · Café 5 · Coffee shop 5 · Dessert 4 · Food truck 2 · Specialty food shop 2 · Juice, smoothie, tea 2 · Brewery / taproom 1 · Catering 1 · Delivery-focused 1 · Winery / distillery / taproom 1

Name	Type	Cuisine	Address	Status
AeCha Cafe	Juice, smoothie, tea · Coffee shop · Café	Tea / bubble tea · Coffee	29 E Main St	open
Arby's	Quick service · Bakery · Restaurant (service type not stated)	Sandwiches · Bakery	17 Weller Dr	open
Arby's Arby's	Quick service	Sandwiches	17 WELLER DR	open
Bob Evans Bob Evans	Restaurant (service type not stated)	American · Breakfast	22 Weller Dr	open
Bodega Wine and Specialty Foods Market	Specialty food shop · Quick service · Bar	Sandwiches	27 E Main St	open
Buckeye Distillery	Winery / distillery / taproom		130 W Plum St	open
Casey's	Restaurant (service type not stated)	Pizza	1981 Donn Davis Way	open
Cassano's Pizza King Cassanos Pizza King	Restaurant (service type not stated)	Pizza · Italian	975 W Main St	open
Chaffee's Brewhouse	Brewery / taproom · Bar		15 S 2nd St	open
Champs Chicken	Restaurant (service type not stated)	Chicken / wings	1200 W Main St	open
Chin's Ginger Grill	Restaurant (service type not stated)	Asian	965 W Main St	open
Coldwater Cafe	Café · Restaurant (service type not stated)	American · Coffee	19 E Main St	open
Comfort Food & Coffee	Coffee shop · Catering · Café	Coffee	9107 Jasmine Dr	open
Country Fresh	Food truck · Bakery	Bakery	7283 S OH-201	open
Daily Grind	Coffee shop	Coffee	4485 Gibson Dr	open
Dairy Queen Dairy Queen	Dessert · Quick service	Ice cream / frozen desserts · American	513 W Main St 513 W Main St	open
Dan And Maria Davis Inc	Restaurant (service type not stated)		135 S Garber Dr	open
Dj's Chill And Grill	Quick service	American · Burgers	6160 US Route 40	open
Domino's Domino's Pizza	Quick service · Delivery-focused	Pizza	937 W Main St	open
Dos Lunas Mexican Bar and Grill	Casual dining · Bar	Mexican · Southwestern / Tex-Mex	12 S Tippecanoe Dr	open
Dow Street Pub	Bar	American	533 W Dow St	open
Fox's Pizza	Restaurant (service type not stated)	Pizza	924 W Main St	open
Frida's Mexican Kitchen and Bar	Bar	Mexican · Latin American (other)	965 W Main St	open
Frisch's Big Boy	Casual dining · Restaurant (service type not stated)	American	16 Weller Dr	open
Greenfire Bistro	Restaurant (service type not stated)	Asian	965 W Main St	open
Grounds For Pleasure Coffee	Coffee shop	Coffee	115 E Main St	open
Harrison's	Casual dining · Restaurant (service type not stated) · Bar	American	106 E Main St	open
Hickory River Smokehouse Hickory River Smokehouse Tipp City	Restaurant (service type not stated)	BBQ · Cajun, Creole, Southern · American	135 S Garber Dr	open
Hinders Sports Bar & Grill	Casual dining · Bar	American	902 W Main St	open
Hong Kong Kitchen	Restaurant (service type not stated)	Chinese · Asian	14 S Tippecanoe Dr	open
Hot Head Burritos Hot Head Burritos	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	968 W Main St	open
Kanoe Cafe	Café	Coffee	16 S Tippecanoe Dr	open
Las Dos Lunas	Restaurant (service type not stated)	Mexican	12 Tippecanoe Drive	open
McDonald's McDonald's	Quick service	Burgers · Breakfast	127 S Garber Dr	open
Mr. Hyman's Fine Dining Inc.	Restaurant (service type not stated)	American	4772 Cobblestone Dr	open
Peach's Pub	Bar · Casual dining		595 W Pinehurst Dr	open
Rad Candy Company	Dessert		114 E Main St	open
Red Devil Pizza and Deli	Specialty food shop · Quick service	Pizza · Sandwiches	18 S 2nd St	open
Sam and Ethel's	Restaurant (service type not stated)	American	120 E Main St	open
Sip Coffee Company	Coffee shop · Café	Coffee	128 E Main St	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	982 W Main St	open
Sweet Adaline's Bakery	Bakery	Bakery	22 N 2nd St	open
Sweet by Kristy	Dessert	Dessert	29 E Main St	open
Taco Bell Taco Bell	Quick service	Mexican	1150 W Main St	open
The Buzz Thru Drive Thru	Restaurant (service type not stated) · Casual dining	American	7031 S County Road 25A	open
The Flour Shop Bakery	Bakery	Bakery	6574 E OH-571	open
The Golden Leaf Tea & Herb Company-Loose Leaf Tea The Golden Leaf Tea and Herb Company	Juice, smoothie, tea	Tea / bubble tea	1470 W Main St	open
The Spicy Sicilian	Food truck · Restaurant (service type not stated)	Italian	9 S 1st St	open
The Wigwam Room	Bar		5170 E OH-571	open
Tipp City Pizza	Bar · Restaurant (service type not stated)	Pizza	14 E Main St	open
Tipp O' The Town Family Restaurant	Restaurant (service type not stated)	American	1150 W Main St	open
Tony's Bada Bing	Bar · Restaurant (service type not stated)		132 E Main St	open
Trophy Nut Co Factory Store	Dessert		320 N 2nd St	open
Ulbrich Home Town Bakery	Bakery · Restaurant (service type not stated)	Bakery · American	14 N Hyatt St	open
Upper Room Experience Llc	Restaurant (service type not stated)		115 E Main St	open
Wendy's Wendy's	Quick service	Burgers · American	3 Weller Drive	open
The Buzz Thru Drive Thru	Café	Coffee	7031 S County Road 25A	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	20	17	—	—	—	3	SIC1987
1995	21	18	—	—	—	3	SIC1987
1996	23	20	—	—	—	3	SIC1987
1997	22	22	—	—	—	—	SIC1987
1998	19	18	5	12	1	—	NAICS1997
1999	19	18	5	11	2	—	NAICS1997
2000	21	19	6	11	2	1	NAICS1997
2001	22	21	6	13	2	—	NAICS1997
2002	23	20	8	11	1	2	NAICS1997
2003	30	26	8	17	1	3	NAICS2002
2004	22	20	6	14	—	1	NAICS2002
2005	26	25	8	17	—	—	NAICS2002
2006	25	24	8	15	1	—	NAICS2002
2007	27	25	8	16	1	—	NAICS2002
2008	27	25	8	16	1	—	NAICS2007
2009	25	24	7	15	2	—	NAICS2007
2010	28	27	8	17	2	—	NAICS2007
2011	28	27	9	16	2	—	NAICS2007
2012	28	25	11	13	1	1	NAICS2012
2013	28	24	10	13	1	1	NAICS2012
2014	27	24	9	13	2	1	NAICS2012
2015	26	24	9	13	2	1	NAICS2012
2016	26	25	9	13	3	1	NAICS2012
2017	24	22	8	12	—	—	NAICS2017
2018	25	23	7	13	3	—	NAICS2017
2019	26	23	7	14	—	—	NAICS2017
2020	26	24	8	14	—	—	NAICS2017
2021	24	21	6	14	—	—	NAICS2017
2022	27	23	7	14	—	—	NAICS2022
2023	25	23	9	11	3	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45371. 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
45377	3.8 mi	24	2023

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