BMIE BluFoodies Market Intelligence Engine

← Search

BMIE Market 44614

Stark County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)13,190
2020–2024 ACS 5-year estimate ±610 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households5,624
2020–2024 ACS 5-year estimate ±424 · 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 count12,595
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units5,062
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$83,671
2020–2024 ACS 5-year estimate ±9,379 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age46.8
2020–2024 ACS 5-year estimate ±4 · 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$912
2020–2024 ACS 5-year estimate ±95 · 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$208,900
2020–2024 ACS 5-year estimate ±12,528 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area22.8 sq mi
Census Gazetteer 2020
Restaurants21
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44614
Restaurants per 10,000 residents15.1
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year-8.7%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year-8.7%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+31.3%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+133.3%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202820 (range 17–23)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.3 per year, r² 0.41) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score52 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score72 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score47 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score26 / 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: 52 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score71.77240%+28.7
Restaurant Opportunity Score47.34735%+16.6
Market Momentum Score26.12625%+6.5
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 72 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)13,1907540%+29.9
Median household income (ACS)83,6716740%+26.6
Households (ACS)5,6247620%+15.2
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 47 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth-8.71935%+6.7
Restaurants per 10,000 residents (lower = more room)15.95025%+12.4
Population (ACS)13,1907520%+14.9
Median household income (ACS)83,6716720%+13.3
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 26 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-8.72050%+9.8
10-year restaurant growth-8.71930%+5.7
20-year restaurant growth31.35320%+10.6
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 (50)

By cuisine

Coffee 7 · Pizza 7 · Dessert 6 · Italian 6 · American 5 · Bakery 4 · Ice cream / frozen desserts 4 · Seafood 3 · Asian 2 · Burgers 2 · Chinese 2 · Juice / smoothies 2 · Mexican 2 · Tea / bubble tea 2 · Latin American (other) 1 · Sandwiches 1 · Southwestern / Tex-Mex 1 · Steakhouse 1 · Thai 1

By type

Restaurant (service type not stated) 22 · Bar 9 · Dessert 8 · Café 6 · Casual dining 6 · Quick service 6 · Bakery 5 · Coffee shop 4 · Juice, smoothie, tea 3 · Catering 1 · Delivery-focused 1 · Food truck 1 · Winery / distillery / taproom 1

NameTypeCuisineAddressStatus
Almost Heaven Ice CreamDessertIce cream / frozen desserts · Dessert102 Canal St Nopen
At Your Table Cafe & CateringCafé · CateringCoffee · American365 Towpath Ave NW Bopen
B&K Family RestauarantCasual diningAmerican2176 Locust St Sopen
Bier HausBar · Casual dining2091 Locust St Sopen
Bocca Grande Italian SteakhouseRestaurant (service type not stated)Steakhouse · Italian4490 Erie Ave NWopen
Bright Bubble Tea & MoreJuice, smoothie, tea · Coffee shopTea / bubble tea · Juice / smoothies · Coffee2030 Locust Stopen
Canal Boat LoungeBar · Casual dining119 Canal St Sopen
Canal Fulton CrossfitRestaurant (service type not stated)655 Elm Ridge Ave Unit 1open
Canal GrilleRestaurant (service type not stated)Seafood · American2223 Locust St Sopen
Carla's PizzaRestaurant (service type not stated)Pizza · Italian813 Cherry St Eopen
Cast Iron Bar and GrilleCasual dining · BarSeafood2176 Locust Stopen
Cherry Street CreameryDessertIce cream / frozen desserts · Dessert136 Cherry St Wopen
Cutey Patooty CupcakesDessertDessert919 Cherry St Eopen
Dairy Queen Dairy QueenQuick service · Restaurant (service type not stated) · DessertIce cream / frozen desserts · Burgers · AmericanDQ Grill & Chill Restaurant 2504 Locust St Sopen
Deliciously DifferentDessertDessert136 Canal St Nopen
Der Dutch PantryBakeryBakery2172 Locust St Sopen
Domino's Domino's PizzaDelivery-focused · Quick servicePizza2077 Locust Streetopen
Don Brand's PizzaRestaurant (service type not stated)Pizza · Italian919 Cherry St Eopen
Dragonfly Tea Room and Gift ShopJuice, smoothie, tea · CaféTea / bubble tea · Coffee215 Market St Wopen
East of Chicago East Of Chicago Pizza BarbertonRestaurant (service type not stated)Pizza · Italian987 Cherry St Eopen
Emerald Estates club houseBarSeafood9634 Agate St NWopen
Fennel and ThymeCafé · Juice, smoothie, tea · Coffee shopCoffee · Juice / smoothies116 S Canal Stopen
Gailz Goodiez Cake PopsBakery · DessertBakery · Dessert110 N Canal Stopen
Gionino's Pizzeria Gionino's Pizzeria HuffmanRestaurant (service type not stated)Pizza · Italian365 Towpath Ave NWopen
Gourmet GroovesFood truck · Restaurant (service type not stated)Milan st sopen
Hill Billy HavenBarHigh Mill Ave NWopen
John O's Restaurant and BarCasual dining · Restaurant (service type not stated) · Baropen
Margaritas-canal fultonRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex · Latin American (other)2105 Locust St Sopen
McDonald's McDonald'sQuick service · Restaurant (service type not stated)Burgers2151 Locust Stopen
Miller-Doan TavernCasual dining · Bar122 Cherry St Eopen
Mother Cluckers Tenders & WingsRestaurant (service type not stated)2176 Locust St Sopen
New PekingRestaurant (service type not stated)Chinese · Asian456 Locust St Sopen
New Peking RestaurantRestaurant (service type not stated)Chinese · Asian2059 Locust Stopen
Organic Bakery BarnBakeryBakery15208 Arcadia St NWopen
Oser's Dairy And DeliDessertIce cream / frozen desserts102 N Canal Stopen
Peace, Love And Little Donuts Of Canal FultonBakery · DessertDessert2378 Locust St Sopen
Pizza Hut Pizza HutQuick service · Restaurant (service type not stated)Pizza2230 Locust Street South Starkopen
Prato's PizzaRestaurant (service type not stated)Pizza · Italian2020 Locust Stopen
Ptc Preservation LlcRestaurant (service type not stated)919 Cherry St E Ste 202open
S&M WineryWinery / distillery / taproom2022 Locust Stopen
Sisters Century House RestaurantRestaurant (service type not stated)American123 Canal St Sopen
Subway SubwayQuick service · Restaurant (service type not stated)Sandwiches2394 Locust Stopen
Sullys SpeakeasyBar129 Canal St Nopen
Taco Bell Taco BellQuick serviceMexican2217 S. Locust Streetopen
The Barrel Room on CanalBar129 Canal St Nopen
The Exchange Canal FultonCoffee shop · CaféCoffee143 N Canal Stopen
The Monastic HomeBakery · CaféBakery · Coffee116 S Canal Stopen
The Speakeasy Coffee ShopCoffee shop · CaféCoffee128 Canal St Nopen
Uncle Ray's RestaurantRestaurant (service type not stated)2176 Locust St Sopen
V-Li's Thai CuisineRestaurant (service type not stated)Thai129 N Canal Stopen
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
19941192SIC1987
199512102SIC1987
19961091SIC1987
199713121SIC1987
19981110371NAICS1997
19991110461NAICS1997
200013125611NAICS1997
200116146712NAICS1997
200219176922NAICS1997
200317165101NAICS2002
2004191651011NAICS2002
2005222181121NAICS2002
200621207112NAICS2002
2007201951221NAICS2002
2008201961121NAICS2007
2009201961121NAICS2007
2010201951131NAICS2007
2011212061131NAICS2007
2012252371241NAICS2012
2013252381231NAICS2012
2014262471341NAICS2012
2015252381141NAICS2012
2016252381141NAICS2012
201728268135NAICS2017
201827237115NAICS2017
2019262161143NAICS2017
202026238114NAICS2017
20212320794NAICS2017
202224217113NAICS2022
202324217104NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44614. 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)

ZCTADistanceRestaurantsYear
442164.0 mi22014
446664.2 mi32016
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.