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BMIE Market 44406

Mahoning County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)22,451
2020–2024 ACS 5-year estimate ±729 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households9,043
2020–2024 ACS 5-year estimate ±465 · 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 count22,054
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units9,368
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$98,693
2020–2024 ACS 5-year estimate ±9,529 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age48.5
2020–2024 ACS 5-year estimate ±3 · 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$844
2020–2024 ACS 5-year estimate ±82 · 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$286,400
2020–2024 ACS 5-year estimate ±24,486 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area54.5 sq mi
Census Gazetteer 2020
Restaurants45
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44406
Restaurants per 10,000 residents12.7
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year-4.3%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+15.4%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+66.7%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+164.7%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202847 (range 41–54)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.6 per year, r² 0.30) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score66 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score82 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score63 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score44 / 100
MODELED · market_momentum_score v1 · confidence High · why?

Map

Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.

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: 66 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score82.18240%+32.8
Restaurant Opportunity Score62.66335%+21.9
Market Momentum Score44.04425%+11.0
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 82 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)22,4518340%+33.3
Median household income (ACS)98,6938040%+32.1
Households (ACS)9,0438420%+16.7
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 63 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth15.45935%+20.6
Restaurants per 10,000 residents (lower = more room)20.03725%+9.3
Population (ACS)22,4518320%+16.7
Median household income (ACS)98,6938020%+16.0
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 44 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-4.32350%+11.7
10-year restaurant growth15.45930%+17.7
20-year restaurant growth66.77320%+14.7
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 (79)

By cuisine

American 15 · Pizza 12 · Coffee 10 · Italian 7 · Sandwiches 6 · Mexican 5 · Bakery 4 · Burgers 3 · Ice cream / frozen desserts 3 · European 2 · Juice / smoothies 2 · Latin American (other) 2 · Mediterranean 2 · Southwestern / Tex-Mex 2 · Tea / bubble tea 2 · Asian 1 · Breakfast 1 · British / Irish pub food 1 · Caribbean 1 · Chinese 1 · Dessert 1 · Greek 1 · Healthy / salads / bowls 1 · Middle Eastern 1 · Noodles / ramen / pho 1 · Vegetarian 1

By type

Restaurant (service type not stated) 52 · Quick service 13 · Café 8 · Casual dining 7 · Coffee shop 7 · Bakery 5 · Bar 5 · Juice, smoothie, tea 4 · Dessert 3 · Specialty food shop 3 · Catering 1 · Delivery-focused 1 · Other 1

NameTypeCuisineAddressStatus
40-60 IncRestaurant (service type not stated)3636 Canfield Rdopen
Angela's PizzaRestaurant (service type not stated)Pizza419 E Main Stopen
AngeNettas Cafe Restaurant | ItalianRestaurant (service type not stated) · Casual dining · CaféCoffee · American64 Cardinal Dropen
Arby'sQuick service · Restaurant (service type not stated)Sandwiches13 Talsman Dropen
Bajco Global Management Llc.Restaurant (service type not stated)3695 Boardman Canfield Rd Bldg Bopen
Bear Keeper Management, LlcRestaurant (service type not stated)3830 Starrs Centre Dr Ste 1open
Bella Napoli PizzaRestaurant (service type not stated)Pizza · Italian419 E Main Stopen
Belleria Pizza & Italian Restaurant Belleria PizzeriaRestaurant (service type not stated)Italian · Pizza584 E Main Stopen
Beso Del Sol LlcRestaurant (service type not stated)583 E Main Stopen
Bob Evans Bob EvansRestaurant (service type not stated)American · Breakfast4545 Boardman Canfield Rdopen
Broad Street Carryout and CateringCasual dining · CateringAmerican464 S Broad Stopen
Bruno Bros PizzaRestaurant (service type not stated)Pizza3620 Starrs Centre Dropen
C & Z Restaurant Holdings, IncRestaurant (service type not stated)114 S Broad Stopen
Cal’s Roadside StandBakeryBakery257 Moreland Dropen
Capriotti's Sandwich Shop Capriotti's Sandwich ShopSpecialty food shop · Quick serviceSandwiches · American6442 S Raccoon Rd Ste Bopen
Chipotle Mexican Grill Chipotle Mexican GrillQuick service · Restaurant (service type not stated)Mexican4542 Boardman Canfield Rdopen
Cocca's Pizza Cocca's PizzaRestaurant (service type not stated)Pizza · Italian76 N Broad Stopen
Colonial CateringRestaurant (service type not stated)429 Lisbon Stopen
Cozé Coffee BarCafé · Coffee shopAmerican · Coffee9249 Youngstown Salem Rdopen
Dairy Queen (Treat) Dairy QueenQuick service · Restaurant (service type not stated) · DessertIce cream / frozen desserts587 E Main Stopen
Dave's Cosmic Subs Dave's Cosmic Subs - Mt VernonSpecialty food shop · Restaurant (service type not stated) · Quick serviceSandwiches4559 Boardman-Canfield Rdopen
Davidson's RestaurantCasual dining · Restaurant (service type not stated) · BarAmerican3636 Canfield Rdopen
Diletto WineryBar9182 Youngstown Salem Rdopen
Domino's Domino's PizzaQuick service · Delivery-focusedPizza7100 Lockwood Blvdopen
Dunkin' Dunkin'Dessert · Bakery · Quick service · Coffee shopIce cream / frozen desserts · Dessert · Coffee4299 Boardman Canfield Rdopen
Forty10 Bar & GrilleRestaurant (service type not stated)American4010 Boardman Canfield Rd Ste 5open
Ghossain's Gourmet Mediterranean Foods Ghossain's Gourmet Mediterranean FoodsRestaurant (service type not stated) · Casual diningMediterranean · American4559 Boardman-Canfield Rd #820open
Gionino's Pizzeria Gionino's Pizzeria HuffmanRestaurant (service type not stated)Pizza · Italian375 E Main Stopen
Grain and Berry Grain and BerryJuice, smoothie, teaJuice / smoothies · Vegetarian · Healthy / salads / bowls4259 Boardman-Canfield Rdopen
Guliets BistroRestaurant (service type not stated)3649 Canfield Rdopen
Handel’s Ice Cream - CanfieldDessertIce cream / frozen desserts3830 Starrs Centre Dr Ste 1open
Howlett Restaurant Group LlcRestaurant (service type not stated)3869 Starrs Centre Dropen
Ianazones Homemade Pizza IncRestaurant (service type not stated)400 W Main Stopen
Inner Circle Pizza CanfieldRestaurant (service type not stated)Pizza · American6579 Ironwood Blvdopen
Integral 99Restaurant (service type not stated)CaribbeanRush Church, 425 W Main Stopen
JR GrinderCasual dining · Restaurant (service type not stated)American400 W Main St #1478open
Kapolis CorpRestaurant (service type not stated)6620 Tippecanoe Rdopen
Kennsington GrilleRestaurant (service type not stated)4171 Westford Plopen
Kim's ConfectionsBakeryBakery7 Lisbon Stopen
Main MoonRestaurant (service type not stated)Chinese · Asian423 E Main Stopen
Marlowe's Premium Coffee ServiceCoffee shop · CaféCoffee3635 Boardman Canfield Rdopen
McDonald's McDonald'sQuick serviceBurgers · American586 E Main Stopen
Naffah Development LlcRestaurant (service type not stated)6580 Ironwood Blvdopen
Nicolinni's ChophouseRestaurant (service type not stated)Italian · European6580 Ironwood Blvdopen
Oven Fresh PizzaRestaurant (service type not stated)Pizza14 N Broad St 14open
Panera Bread Panera BreadBakery · CaféBakery · Sandwiches · Coffee4205 Boardman Canfield Roadopen
Papa Johns Papa John's PizzaQuick service · Restaurant (service type not stated)Pizza4500 boardman canfield rdopen
Peaberry's Cafe and BakeryCoffee shopCoffee4350 Boardman Canfield Rdopen
Perkins Restaurant & BakeryRestaurant (service type not stated)587 E Main Stopen
Piccadilly Parlour VictorianJuice, smoothie, tea · CaféTea / bubble tea · Coffee · British / Irish pub food114 S Broad Stopen
Pinewood TackRestaurant (service type not stated) · Other9290 Columbiana Canfield Rdopen
Pizza Joe'sRestaurant (service type not stated)Pizza76 N Broad Stopen
Plaza Azteca Canfield Plaza Azteca, MethuenRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex · Latin American (other)4525 Boardman-Canfield Rdopen
Pour House Bar & GrillCasual dining · Bar3620 Starr Centre Dropen
R46Restaurant (service type not stated)5231 S Canfield-Niles Rdopen
Risi Pizzeria & Italian CuisineRestaurant (service type not stated)Italian · Pizza4350 Boardman-Canfield Rdopen
Ruby TuesdayRestaurant (service type not stated)Burgers4525 Boardman Canfield Rdopen
Silva's Lebanese DeliSpecialty food shop · Quick serviceSandwiches3620 Starrs Centre Dropen
Skippy’s TavernCasual dining · Restaurant (service type not stated) · Bar12 N Broad Stopen
Snowfall SourdoughBakeryBakery10176 Lisbon Rdopen
Starbucks Coffee Company StarbucksCoffee shop · Restaurant (service type not stated) · CaféCoffee4546 Boardman-Canfield Rdopen
Stone Fruit Coffee Company StoneFruit CoffeeCoffee shop · CaféCoffee352 W Main Stopen
Subway SubwayQuick service · Restaurant (service type not stated)Sandwiches584 E Main Stopen
Taco Bell Taco BellQuick serviceMexican4254 Boardman-Canfield Roadopen
Tequila JaliscoRestaurant (service type not stated)Mexican · Latin American (other)583 E Main Stopen
Tequilla Jalisco Mexican ResturantRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex3660 Starr's Centre Dropen
Thano's Family RestaurantRestaurant (service type not stated)Greek · European6620 Tippecanoe Rdopen
The Bistro at MCCTCRestaurant (service type not stated)American7300 N Palmyra Rdopen
The Mac Haus & Antone's Kitchen Poland Antone's KitchenRestaurant (service type not stated)Noodles / ramen / pho · Italian · American3620 Starr Centre Dr Ste 1open
The Mac HouseRestaurant (service type not stated)3620 Starrs Centre Dropen
The Vault NutritionJuice, smoothie, teaJuice / smoothies401 E Main Stopen
Trek OutpostCoffee shop · Juice, smoothie, tea · CaféCoffee · Tea / bubble tea9249 Youngstown - Salem Rdopen
Village PumpBarAmerican5231 S Canfield-Niles Rdopen
Wendy's Wendy'sQuick serviceBurgers · American4161 Boardman Canfield Rdopen
Whitefire Grille And SpiritsRestaurant (service type not stated)6580 Ironwood Blvdopen
Zenobia Cuisine and BarRestaurant (service type not stated)Mediterranean · Middle Eastern584 E Main Stopen
Caffe DarsRestaurant (service type not stated)7 Lisbon Stclosed
Lil' Baby CakesBakeryBakery7 Lisbon Stclosed
Power Windows And DoorsRestaurant (service type not stated)4010 Boardman Canfield Rdclosed
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

YearAll food serviceRestaurantsFull-serviceLimited-serviceSnack & beverageBarsIndustry codes
199418171SIC1987
199519181SIC1987
199615141SIC1987
199722211SIC1987
19982820974NAICS1997
19993224995NAICS1997
2000372910126NAICS1997
20013928101171NAICS1997
2002352410113NAICS1997
2003342710134NAICS2002
200429218103NAICS2002
20053425111221NAICS2002
20063728131411NAICS2002
20073326131121NAICS2002
20083528131321NAICS2007
2009373116122NAICS2007
2010352815102NAICS2007
2011352916102NAICS2007
2012403115133NAICS2012
2013463922143NAICS2012
20144840221621NAICS2012
20154739191731NAICS2012
20165041181942NAICS2012
2017443618153NAICS2017
2018564719217NAICS2017
2019504017176NAICS2017
2020523916176NAICS2017
2021534115206NAICS2017
2022614720225NAICS2022
2023604517235NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44406. 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.