BMIE Market 45013

Butler County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	53,998 2020–2024 ACS 5-year estimate ±1,819 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	20,404 2020–2024 ACS 5-year estimate ±677 · 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	52,613 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	22,368 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$73,633 2020–2024 ACS 5-year estimate ±2,486 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	37.4 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	$995 2020–2024 ACS 5-year estimate ±47 · 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	$232,200 2020–2024 ACS 5-year estimate ±10,225 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	117.7 sq mi Census Gazetteer 2020
Restaurants	65 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45013
Restaurants per 10,000 residents	9.1 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+16.1% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+20.4% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+27.5% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+20.4% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	70 (range 65–76) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +1.2 per year, r² 0.68) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	72 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	80 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	68 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	66 / 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 45013. Projection: linear trend v1, fitted 2013–2023, +1.2 restaurants per year, r² 0.68, 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: 72 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	79.8	80	40%	+31.9
Restaurant Opportunity Score	68.5	68	35%	+24.0
Market Momentum Score	66.2	66	25%	+16.6

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

Consumer Market Score: 80 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	53,998	98	40%	+39.1
Median household income (ACS)	73,633	53	40%	+21.2
Households (ACS)	20,404	98	20%	+19.5

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

Restaurant Opportunity Score: 68 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	20.4	64	35%	+22.3
Restaurants per 10,000 residents (lower = more room)	12.0	64	25%	+16.1
Population (ACS)	53,998	98	20%	+19.5
Median household income (ACS)	73,633	53	20%	+10.6

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

Market Momentum Score: 66 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	16.1	74	50%	+37.0
10-year restaurant growth	20.4	64	30%	+19.1
20-year restaurant growth	27.5	50	20%	+10.1

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 (146)

By cuisine

American 22 · Pizza 14 · Bakery 10 · Burgers 9 · Sandwiches 9 · Dessert 8 · Italian 8 · Mexican 8 · Chicken / wings 7 · Coffee 6 · Asian 5 · Chinese 5 · Southwestern / Tex-Mex 5 · BBQ 3 · Breakfast 3 · Ice cream / frozen desserts 3 · Japanese 2 · Juice / smoothies 2 · Seafood 2 · Steakhouse 2 · Sushi 2 · Cajun, Creole, Southern 1 · Healthy / salads / bowls 1 · Latin American (other) 1 · Tea / bubble tea 1 · Vegetarian 1

By type

Restaurant (service type not stated) 85 · Bar 36 · Quick service 27 · Casual dining 21 · Bakery 10 · Dessert 10 · Café 6 · Specialty food shop 4 · Coffee shop 3 · Food truck 3 · Juice, smoothie, tea 3 · Brewery / taproom 2 · Buffet 1 · Delivery-focused 1 · Winery / distillery / taproom 1

Name	Type	Cuisine	Address	Status
A Baking Journey	Bakery	Bakery	2393 Columbus Dr W	open
Angilo's Pizza Angilo's Pizza Mt. Healthy	Restaurant (service type not stated)	Pizza · Italian	4421 Hamilton Cleves Rd 1 # 1	open
Applebee's Applebee's Grill & Bar	Casual dining · Restaurant (service type not stated) · Bar	American	700 NW Washington Blvd	open
Arby's	Quick service · Restaurant (service type not stated)	Sandwiches	1003 NW Washington Blvd	open
Arches Saloon	Bar		223 S C St	open
Asian Lantern	Restaurant (service type not stated)	Chinese · Asian	965 Main St #2558	open
Asian One Cafe	Restaurant (service type not stated)	Chinese	1518 Plaza Dr	open
Big Buls Roadhouse	Casual dining · Restaurant (service type not stated) · Bar		2461 Ross Millville Rd	open
BIGGBY COFFEE Biggby	Coffee shop · Restaurant (service type not stated) · Café	Coffee	1440 Haldimand Ave	open
Biker Dude Ice Cream	Dessert	Ice cream / frozen desserts	1421 Old Oxford Rd # 1035	open
Billy Yanks	Casual dining · Restaurant (service type not stated) · Bar	American	205 Main St	open
Bob Evans Bob Evans	Restaurant (service type not stated)	American · Breakfast	1461 Main St	open
Bobby & Gina Enterprise, Llc	Restaurant (service type not stated)		1005 Eaton Ave	open
Bubbakoo's Burritos Bubbakoo's Burritos	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	1499 Main St	open
Buffalo Wild Wings Buffalo Wild Wings	Restaurant (service type not stated)	Chicken / wings	1426 Main St	open
Burger King Burger King	Quick service	Burgers · American	1454 Main St	open
Butter & Bloom	Bakery	Bakery	1353 Glenbrook Dr	open
Calabria Pizza	Restaurant (service type not stated)	Pizza · Italian	1010 Main St	open
Chicken Hill, LLC	Restaurant (service type not stated)	Chicken / wings	373 Wasserman Rd	open
China House	Restaurant (service type not stated)	Asian	936 Main St	open
China Inn	Restaurant (service type not stated)	Chinese · Asian	1436 Main St	open
Chipotle Mexican Grill Chipotle Mexican Grill	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	1455 Main St	open
Chubby Bunny Bakery	Bakery	Bakery · Vegetarian · Healthy / salads / bowls	216 Main St	open
Cincy Currito, Llc	Restaurant (service type not stated)		188 N Brookwood Ave Ste 100	open
Coach House	Restaurant (service type not stated) · Casual dining · Bar		100 Berkeley Dr	open
Cobblestone Tavern	Bar		2461 Ross Millville Rd	open
Ddddd	Bar		555 Main St	open
Deli Creations	Specialty food shop · Quick service	Sandwiches	740 NW Washington Blvd	open
Domino's Pizza Domino's Pizza	Restaurant (service type not stated) · Quick service · Delivery-focused	Chicken / wings · Pizza	1199 Main St	open
Doubles	Bar		1555 Main St	open
Doughndonuts513	Bakery · Food truck · Dessert	Dessert · Bakery	820 Pyramid Hill Blvd	open
Dry Dock Saloon	Bar		2245 Millville Ave	open
Dunkelberger Lawn & Garden	Restaurant (service type not stated)		4870 Huston Rd	open
El Mariachi of Hamilton	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex · Latin American (other)	787 NW Washington Blvd	open
Elite Pw, Llc	Restaurant (service type not stated)		190 N Brookwood Ave	open
Fehring Services	Restaurant (service type not stated)		2682 Morgan Ln	open
FGW	Bar		528 Main St	open
Flub's Dari-Ette	Dessert · Restaurant (service type not stated)	Ice cream / frozen desserts · Dessert	997 Eaton Ave	open
Forklift & Palate Restaurant at Champion Mill	Restaurant (service type not stated)		600 N B St	open
Forty-nine Inc	Restaurant (service type not stated)		3787 Herman Rd	open
Freestyle Design Advertising	Bar		3402 Buell Rd	open
Fretboard Brewing & Public House	Brewery / taproom · Casual dining · Bar		103 Main St	open
Frisch's Big Boy Big Boy	Casual dining · Restaurant (service type not stated)	American	1255 Main St	open
Gina's Italian Kitchen and Tavern	Casual dining · Restaurant (service type not stated) · Bar	Italian	1005 Eaton Ave	open
Gold Star Chili Gold Star	Restaurant (service type not stated) · Quick service	American	3790 Hamilton Cleves Rd	open
Gold Star Chili Gold Star	Restaurant (service type not stated) · Quick service · Casual dining	American	108 N Brookwood Ave	open
Golden Dragon Buffet & Grill	Buffet	Asian · Chinese	86 N Brookwood Ave	open
Great Steak	Restaurant (service type not stated)	Steakhouse	194 N Brookwood Ave	open
Hamilton Moose 36 Family Center	Bar · Restaurant (service type not stated)		925 Pyramid Hill Blvd	open
Hamilton West Eagles 3986	Bar		117 Smalley Blvd	open
Hamilton's Urban Backyard	Bar · Casual dining		501 Main St	open
Hanover Winery	Winery / distillery / taproom · Bar		2165 Morman Rd	open
Happy Hour House	Bar		2247 Millville Ave	open
Healthy Hideout	Juice, smoothie, tea · Coffee shop · Café	Juice / smoothies · Coffee	1020 Main St	open
Holy Grounds Cafe	Café	Coffee	215 Main St	open
Hot Head Burritos Hot Head Burritos	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	1384 Main St	open
Immortal Vibes	Bar		230 Main St	open
Jamm Enterprises Llc	Restaurant (service type not stated)		746 NW Washington Blvd	open
Jersey Mike's Jersey Mike's Subs	Specialty food shop · Quick service	Sandwiches	1430 Main St	open
Jimmy John's Jimmy John's	Quick service · Specialty food shop	Sandwiches	1388 Main St	open
Jj&a Enterprises Inc	Restaurant (service type not stated)		787 NW Washington Blvd	open
Jolly's Drive In	Restaurant (service type not stated)	American	165 N Brookwood Ave	open
Jw Dinks	Bar	Seafood	135 Millville Oxford Rd	open
Katie's Classic Cookies	Bakery · Dessert	Bakery · Dessert	1315 Courtney Dr	open
Kelly's Bakery	Bakery · Dessert	Bakery · Dessert	1335 Main St	open
Klein Sprouts - Hamilton, Ohio	Restaurant (service type not stated) · Food truck		2406 Columbus Dr W	open
Kn&s Enterprises, Inc	Restaurant (service type not stated)		3790 Hamilton Cleves Rd	open
Koch's Racing	Quick service		5510 Alert New London Rd	open
Kp Paws, Llc	Restaurant (service type not stated)		1230 Eaton Ave	open
LaRosa's Pizza LaRosa's Pizzeria	Restaurant (service type not stated)	Pizza · Italian	770 NW Washington Blvd	open
Little Caesars Pizza Little Caesars	Quick service · Restaurant (service type not stated)	Pizza	1301 Main St	open
Long John Silver's Long John Silver's	Quick service · Restaurant (service type not stated)	Seafood · Chicken / wings	1001 NW Washington Blvd	open
Mad Mike's Burgers and Fries Mad Mike's Burgers	Restaurant (service type not stated)	Burgers · American	194 N Brookwood Ave	open
Marco's Pizza Marco's Pizza	Restaurant (service type not stated)	Pizza · Italian	1386 Main Street	open
Mary and Clyde's Revisited Deli Bait and Tackle	Specialty food shop · Restaurant (service type not stated) · Quick service	Sandwiches	508 Main St	open
McDonald's McDonald's	Quick service	Burgers · Breakfast	1331 Washington Blvd Nw	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	1420 Millville Ave	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	142 Millville Ave	open
Megumi Sushi Ramen Grill	Restaurant (service type not stated)	Japanese · Sushi · Asian	102 Main St	open
Milillo's	Restaurant (service type not stated)	Pizza	1010 Main St	open
Millville Restaurant	Restaurant (service type not stated)	American	1198 Ross Millville Rd	open
Millville Tavern and Grill	Casual dining · Bar		135 Millville Oxford Rd	open
Mimi's Lil Kitchen	Bakery · Dessert	Bakery · Dessert	2267 Millville Ave	open
Mom's Sugar Chest	Dessert	Dessert	3237 Reily Millville Rd	open
Municipal Brew Works Spooky Nook Sports Champion Mill	Brewery / taproom		601 North B Street	open
Murder Barn	Bar		1928 Gardner Rd	open
Neal's Famous BBQ	Restaurant (service type not stated)	BBQ · Cajun, Creole, Southern · American	997 Eaton Ave	open
Nicc & Norms Sidecar Bar	Restaurant (service type not stated) · Bar		221 S B St	open
Nicc and Norm's Tavern	Casual dining · Bar		1483 Millville Ave	open
Overtime Bar and Grill	Restaurant (service type not stated)		3754 Hamilton Cleves Rd	open
Panda Express	Restaurant (service type not stated)	Chinese	1485 Main St	open
Papa John's Pizza Papa John's Pizza	Quick service · Restaurant (service type not stated)	Pizza	1444 Main St	open
Parkers Paradise	Casual dining · Bar		Parker’s Paradise	open
Penn Station East Coast Subs Penn Station East Coast Subs	Quick service · Restaurant (service type not stated)	Sandwiches	1075 Eaton Ave	open
Pizza Chef Gourmet Pizza	Restaurant (service type not stated)	Pizza · Italian	1487 Millville Ave	open
Pizza Hut Pizza Hut	Quick service · Restaurant (service type not stated)	Pizza	1242 Main Street Butler	open
Pizza Pan	Restaurant (service type not stated)	Pizza	1345 Main St	open
Raising Cane's Raising Cane's Chicken Fingers	Quick service	Chicken / wings · American	1479 Main Street	open
Rfpizza Llc	Restaurant (service type not stated)		1453 Millville Ave	open
Rib City Grill	Restaurant (service type not stated)	BBQ	746 NW Washington Blvd	open
Richards Pizza Richards Pizza	Restaurant (service type not stated)	Pizza · Italian	417 Main St	open
Rise N Shine Llc	Restaurant (service type not stated)		102 Main St	open
Rock N Rolls Food Truck	Restaurant (service type not stated) · Food truck		501 Main St	open
Roll On In	Restaurant (service type not stated)	Japanese · Sushi	102 Main St	open
Ross Bakery	Bakery · Restaurant (service type not stated)	Bakery	4421 Hamilton Cleves Rd #4	open
Ross Bakery	Bakery · Dessert	Bakery · Dessert	1051 Eaton Ave	open
Rossroad's Bar & Swim Club	Casual dining · Bar		Wagon Wheel Dr.	open
Schooley's Botanical Gardens & Poolside Grill	Casual dining · Bar			open
Shooters Sports Grill Hamilton Shooters Sports Grill-Hamilton	Casual dining · Bar	American	877 NW Washington Blvd	open
Skyline Chili Skyline Chili	Restaurant (service type not stated) · Casual dining	American	3787 Herman Rd	open
Skyline Chili Skyline Chili	Restaurant (service type not stated) · Casual dining	American	1559 Main St	open
Smoochies Boba & Crepes	Juice, smoothie, tea · Café	Tea / bubble tea · Coffee · Breakfast	113 Main St	open
Snappy Tomato Pizza	Restaurant (service type not stated)	Pizza	3755 Hamilton Cleves Road	open
Sonic Drive In Sonic Drive-In	Quick service	American · Burgers	1421 Main Street	open
Steak 'n Shake	Restaurant (service type not stated)	American	1485 West Main	open
Steel City Pizza	Restaurant (service type not stated)	Pizza · Italian	233 S B St	open
Subway	Quick service		1560 Main St # 135	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	1240 W Main St Unit 13	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	1453 Millville Ave	open
Taco Bell Taco Bell	Quick service	Mexican	3777 Hamilton Cleves	open
Taco Bell Taco Bell	Quick service	Mexican	1410 Main Street	open
Tacqueria El Botass	Restaurant (service type not stated)	Mexican	202 Main St	open
Tailgators Hamilton	Bar		1079 Millville Ave	open
Taqueria Guanajuato	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	752 NW Washington Blvd	open
Terry B's Tavern	Casual dining · Bar		1351 Main St	open
Texas Roadhouse Texas Roadhouse	Restaurant (service type not stated)	American · Steakhouse	1366 Main St	open
The 513	Bar		244 Main St	open
The Ahr Bar	Bar		Wagon Wheel Dr	open
The Bar and Grill	Casual dining · Bar		611 Pyramid Hill Blvd	open
The Mills Tavern	Bar · Casual dining			open
Thunderdome Management, Inc.	Restaurant (service type not stated)		188 N Brookwood Ave Ste 100	open
Towne Pub	Bar · Casual dining		341 S B St	open
Tropical Smoothie Cafe Tropical Smoothie Cafe	Juice, smoothie, tea · Restaurant (service type not stated) · Café	Juice / smoothies · Coffee	1424 Main St	open
TropiCool Shaved Ice	Dessert	Dessert	1338 Main St	open
True West Coffee	Coffee shop · Café	Coffee · Sandwiches	313 Main St	open
Turner Gill's Bar & Grill	Bar · Restaurant (service type not stated)	American	2556 Millville Oxford Rd	open
Tyga Bites	Restaurant (service type not stated)	Chicken / wings	1487 Millville Ave	open
Village Parlor	Dessert	Ice cream / frozen desserts	304 Main St	open
Vip Video Sales	Restaurant (service type not stated)		945 Walnut St	open
Walmart Bakery	Bakery	Bakery	1505 Main St	open
Walt's BBQ	Restaurant (service type not stated)	BBQ	746 NW Washington Blvd	open
Wendy's Wendy's	Quick service	Burgers · American	3802 Hamilton Cleves Rd	open
Wendy's Wendy's	Quick service	Burgers · American	32 N. Brookwood Drive	open
Wings on Brookwood	Restaurant (service type not stated)	American · Burgers	147 N Brookwood Ave	open
Wingstop	Restaurant (service type not stated)	Chicken / wings	1499 Main St, Ste E	open
Karen's Pizzeria	Restaurant (service type not stated)	Pizza	1085 Eaton 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	61	54	—	—	—	7	SIC1987
1995	53	48	—	—	—	5	SIC1987
1996	55	47	—	—	—	8	SIC1987
1997	62	52	—	—	—	10	SIC1987
1998	57	48	17	23	7	9	NAICS1997
1999	57	46	19	22	4	10	NAICS1997
2000	62	51	20	25	5	10	NAICS1997
2001	58	45	17	23	3	12	NAICS1997
2002	65	55	21	29	4	10	NAICS1997
2003	58	51	20	25	4	7	NAICS2002
2004	59	50	19	25	4	8	NAICS2002
2005	58	49	18	27	2	8	NAICS2002
2006	61	50	19	26	2	9	NAICS2002
2007	60	49	17	28	2	9	NAICS2002
2008	59	49	19	27	1	8	NAICS2007
2009	61	49	17	28	2	9	NAICS2007
2010	58	48	17	27	1	8	NAICS2007
2011	58	49	16	28	2	7	NAICS2007
2012	55	48	14	30	3	5	NAICS2012
2013	61	54	19	31	3	5	NAICS2012
2014	62	56	21	30	4	5	NAICS2012
2015	57	51	17	29	4	4	NAICS2012
2016	58	52	19	28	4	4	NAICS2012
2017	67	61	21	32	7	4	NAICS2017
2018	62	56	20	28	7	5	NAICS2017
2019	72	62	21	32	8	6	NAICS2017
2020	68	59	21	29	8	5	NAICS2017
2021	68	60	21	31	7	4	NAICS2017
2022	72	64	22	33	8	5	NAICS2022
2023	76	65	21	36	7	5	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45013. 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)

None within 5 miles.