BMIE Market 45039
Warren County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 28,335 2020–2024 ACS 5-year estimate ±1,613 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 10,945 2020–2024 ACS 5-year estimate ±707 · 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 | 22,814 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 9,179 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $108,794 2020–2024 ACS 5-year estimate ±8,194 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 39.5 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 | $1,677 2020–2024 ACS 5-year estimate ±163 · 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 | $327,200 2020–2024 ACS 5-year estimate ±12,329 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 15.6 sq mi Census Gazetteer 2020 |
| Restaurants | 28 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45039 |
| Restaurants per 10,000 residents | 10.5 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +7.7% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +7.7% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | +100.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +460.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 29 (range 25–32) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.2 per year, r² 0.11) · 80% range · confidence Low · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 76 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 87 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 71 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 64 / 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 45039. Projection: linear trend v1, fitted 2013–2023, +0.2 restaurants per year, r² 0.11, 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: 76 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 86.9 | 87 | 40% | +34.8 |
| Restaurant Opportunity Score | 71.1 | 71 | 35% | +24.9 |
| Market Momentum Score | 64.4 | 64 | 25% | +16.1 |
Consumer Market Score: 87 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 28,335 | 88 | 40% | +35.1 |
| Median household income (ACS) | 108,794 | 86 | 40% | +34.4 |
| Households (ACS) | 10,945 | 87 | 20% | +17.5 |
Restaurant Opportunity Score: 71 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 7.7 | 52 | 35% | +18.2 |
| Restaurants per 10,000 residents (lower = more room) | 9.9 | 73 | 25% | +18.2 |
| Population (ACS) | 28,335 | 88 | 20% | +17.5 |
| Median household income (ACS) | 108,794 | 86 | 20% | +17.2 |
Market Momentum Score: 64 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 7.7 | 65 | 50% | +32.4 |
| 10-year restaurant growth | 7.7 | 52 | 30% | +15.6 |
| 20-year restaurant growth | 100 | 82 | 20% | +16.5 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (53)
By cuisine
American 11 · Pizza 9 · Dessert 6 · Asian 5 · Coffee 5 · Ice cream / frozen desserts 5 · Mexican 5 · Burgers 4 · Chinese 4 · Italian 3 · Sandwiches 3 · Southwestern / Tex-Mex 3 · Indian 2 · Japanese 2 · Latin American (other) 2 · Sushi 2 · Bakery 1 · Caribbean 1 · German / Eastern European 1 · Hot dogs 1 · Juice / smoothies 1 · Seafood 1
By type
Restaurant (service type not stated) 28 · Bar 11 · Quick service 11 · Casual dining 9 · Dessert 7 · Coffee shop 4 · Bakery 2 · Café 2 · Brewery / taproom 1 · Delivery-focused 1 · Juice, smoothie, tea 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| 12 Degrees Italian Ice | Dessert | Dessert · Ice cream / frozen desserts | 34 Grandin Rd | open |
| Atom Plus | Restaurant (service type not stated) | Caribbean | 1505 Grandin Rd | open |
| Bei Jing Asian Restaurant | Restaurant (service type not stated) | Chinese · Asian | 2902-1 US-22 | open |
| Buzzed Bull Creamery - Maineville, OH | Dessert | Ice cream / frozen desserts | 6052 OH-48 | open |
| Cartridge Brewing | Brewery / taproom · Casual dining · Bar | 1411 Grandin Rd | open | |
| Cold Stone Creamery Cold Stone Creamery | Dessert | Ice cream / frozen desserts · Dessert | 5982 Ohio-48 | open |
| Creekside Cigar Co | Bar | 1381 US-22 | open | |
| Domino's Pizza Domino's Pizza | Quick service · Delivery-focused | Pizza | 5797 OH-48 #106 | open |
| Dunkin' Dunkin' | Bakery · Juice, smoothie, tea · Dessert · Coffee shop | Dessert · Juice / smoothies · Coffee | 5990 State Route 48 | open |
| El Picante El Picante Authentic Mexican Grill Loveland Miamiville | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex · Latin American (other) | 37 US-22 | open |
| Eli's Sports Bar & Grill Eli's sports bar and grill- Ross | Bar · Casual dining | 3187 Western Row Rd | open | |
| Fantastic Wok II | Restaurant (service type not stated) | Chinese · Asian | 3187 Western Row Rd #118 | open |
| Gold Star Gold Star | Quick service | Burgers · American | 17 US-22 #3 | open |
| Hayashiya japanese cuisine | Restaurant (service type not stated) | Japanese · Sushi | 2 US-22 | open |
| Hi Sushi and Grill | Restaurant (service type not stated) | Japanese · Sushi · Asian | 2904-2 US-22 | open |
| Hot Head Burritos Hot Head Burritos | Restaurant (service type not stated) | Southwestern / Tex-Mex · Mexican | 6064 OH-48 | open |
| Jersey Mike's Jersey Mike's Subs | Quick service | Sandwiches · American | 5986 Ohio 48 | open |
| Klair's Indian Cuisine | Restaurant (service type not stated) | Indian | 83 Grandin Rd | open |
| Krimmer's Italianette Pizzeria Maineville Krimmer's Italianette Maineville | Restaurant (service type not stated) | Italian · Pizza | 15 E Foster-Maineville Rd | open |
| Landen/Maineville LaRosa's Pizzeria | Restaurant (service type not stated) | Pizza | 3123 W US 22/3 | open |
| LaRosa's Pizza LaRosa's Pizzeria | Restaurant (service type not stated) | Pizza · Italian | 3123 US-22 | open |
| Leonsmexicangrill | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex · Latin American (other) | 2912 W US-22 | open |
| Macs Pizza Pub Landen Mac's Pizza Pub Landen | Casual dining · Bar | Pizza | 2920 US-22 | open |
| MaineTowne | Restaurant (service type not stated) · Casual dining · Bar | American | 8143 S State Route 48 | open |
| Marco's Pizza Marco's Pizza | Restaurant (service type not stated) | Pizza · Italian | 43 E Us 22 And 3 | open |
| McDonald's | Restaurant (service type not stated) | Burgers | 90 E Towne Center Blvd | open |
| McDonald's McDonald's | Quick service | Burgers · American | 2930 W Montgomery Rd | open |
| New China | Restaurant (service type not stated) | Chinese · Asian · Seafood | 6050 Ohio 48 | open |
| Papa John's Pizza Papa John's Pizza | Quick service · Restaurant (service type not stated) | Pizza | 5980 OH-48 | open |
| Papa Murphy's Take 'N' Bake Pizza | Restaurant (service type not stated) | Pizza | 6647 S State Route 48 | open |
| Penn Station East Coast Subs Penn Station East Coast Subs | Quick service | Sandwiches · American | 5996 OH-48 | open |
| Putters Sports Grill Putters Sports Grill - Liberty Twp | Casual dining · Bar | American | 6040 OH-48 | open |
| Saffron Indian Cuisine | Restaurant (service type not stated) · Casual dining | Indian · American | 83 Grandin Rd | open |
| Scoopz | Dessert | Ice cream / frozen desserts · Dessert | 34 W Foster-Maineville Rd | open |
| Servatii Servatii | Bakery · Dessert | Bakery · German / Eastern European · Dessert | 21 E US Hwy 22 And 3 | open |
| Shooters Sports Grill Shooters Sports Grill-Hamilton | Casual dining · Bar | American | 6352 OH-48 | open |
| Skyline Chili | Restaurant (service type not stated) | 6016 S State Route 48 | open | |
| Skyline Chili | Quick service · Restaurant (service type not stated) | Hot dogs · Mexican | 2922 West US 22 | open |
| Snappy Tomato Pizza | Restaurant (service type not stated) | Pizza | 6647 S State Route 48 | open |
| Sonic Drive In Sonic Drive-In | Restaurant (service type not stated) · Quick service | American | 3105 W State Route 22 and 3 | open |
| Starbucks | Coffee shop · Restaurant (service type not stated) | Coffee | 5705 S State Route 48 | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 6046 S OH-48 | open |
| Super Wok | Restaurant (service type not stated) | Chinese · Asian | open | |
| Tabby's American Bar & Grill | Bar | 2920 W US Highway 22 and 3 Maineville | open | |
| Taco Bell Taco Bell | Quick service | Mexican | 6000 OH-48 | open |
| The Monkey Bar & Grille | Casual dining · Restaurant (service type not stated) · Bar | American | 7837 Old 3C Hwy | open |
| The Nook Cafe | Café | Coffee | 2894 W US Highway 22 and 3 | open |
| Tim Hortons | Coffee shop | Coffee | 5990 S State Route 48 | open |
| Victory Pints | Casual dining · Bar | 48 W Foster-Maineville Rd | open | |
| Wendy's Wendy's | Quick service | Burgers · American | 54 E. Grandin Rd. | open |
| Whipty-Do! | Dessert | Ice cream / frozen desserts · Dessert | 2529 US-22 | open |
| Winans Coffee & Chocolate Winans Coffee & Chocolate | Coffee shop · Café · Bar | Coffee | 49 US-22 | open |
| Write on Cakes | Restaurant (service type not stated) | 2875 Mossy Brink Ct | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 5 | 5 | — | — | — | — | SIC1987 |
| 1995 | 4 | 4 | — | — | — | — | SIC1987 |
| 1996 | 6 | 5 | — | — | — | 1 | SIC1987 |
| 1997 | 10 | 10 | — | — | — | — | SIC1987 |
| 1998 | 10 | 9 | 6 | 3 | — | 1 | NAICS1997 |
| 1999 | 9 | 9 | 6 | 3 | — | — | NAICS1997 |
| 2000 | 11 | 11 | 4 | 7 | — | — | NAICS1997 |
| 2001 | 12 | 12 | 6 | 6 | — | — | NAICS1997 |
| 2002 | 13 | 13 | 8 | 5 | — | — | NAICS1997 |
| 2003 | 14 | 14 | 8 | 6 | — | — | NAICS2002 |
| 2004 | 17 | 16 | 9 | 6 | 1 | 1 | NAICS2002 |
| 2005 | 24 | 21 | 9 | 11 | 1 | 3 | NAICS2002 |
| 2006 | 24 | 23 | 11 | 11 | 1 | 1 | NAICS2002 |
| 2007 | 24 | 23 | 11 | 11 | 1 | 1 | NAICS2002 |
| 2008 | 24 | 23 | 8 | 13 | 2 | 1 | NAICS2007 |
| 2009 | 26 | 25 | 7 | 14 | 4 | 1 | NAICS2007 |
| 2010 | 24 | 24 | 9 | 12 | 3 | — | NAICS2007 |
| 2011 | 25 | 25 | 9 | 13 | 3 | — | NAICS2007 |
| 2012 | 26 | 25 | 10 | 14 | 1 | — | NAICS2012 |
| 2013 | 26 | 26 | 9 | 14 | 3 | — | NAICS2012 |
| 2014 | 28 | 27 | 10 | 15 | 2 | — | NAICS2012 |
| 2015 | 28 | 26 | 10 | 15 | 1 | — | NAICS2012 |
| 2016 | 27 | 26 | 9 | 14 | 3 | — | NAICS2012 |
| 2017 | 27 | 26 | 11 | 13 | — | — | NAICS2017 |
| 2018 | 26 | 26 | 11 | 12 | 3 | — | NAICS2017 |
| 2019 | 25 | 25 | 13 | 10 | — | — | NAICS2017 |
| 2020 | 25 | 24 | 10 | 10 | 4 | — | NAICS2017 |
| 2021 | 27 | 26 | 10 | 12 | 4 | — | NAICS2017 |
| 2022 | 31 | 30 | 9 | 17 | 4 | — | NAICS2022 |
| 2023 | 30 | 28 | 9 | 16 | 3 | — | NAICS2022 |