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BMIE Market 44491

Trumbull County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)3,653
2020–2024 ACS 5-year estimate ±402 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,234
2020–2024 ACS 5-year estimate ±149 · 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 count3,515
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,197
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$67,589
2020–2024 ACS 5-year estimate ±13,459 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age36.8
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$736
2020–2024 ACS 5-year estimate ±112 · 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$239,900
2020–2024 ACS 5-year estimate ±25,434 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area30.6 sq mi
Census Gazetteer 2020
RestaurantsNot published for this ZIP
2016 · U.S. Census Bureau, ZIP Code Business Patterns 2016 detail (NAICS2012) · by USPS ZIP 44491
Restaurants per 10,000 residentsNot yet derived
Projected restaurants, 5 years aheadNot enough history to project
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score58 / 100
MODELED · bmie_market_score v1 · confidence Medium · why?
Consumer Market Score50 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score68 / 100
MODELED · restaurant_opportunity_score v1 · confidence Medium · 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: 58 (Medium confidence)

ComponentValueRankWeightAdds
Consumer Market Score50.15040%+26.7
Restaurant Opportunity Score68.06835%+31.8
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 50 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)3,6535540%+22.2
Median household income (ACS)67,5894340%+17.3
Households (ACS)1,2345320%+10.6
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 68 (Medium confidence)

ComponentValueRankWeightAdds
Restaurants per 10,000 residents (lower = more room)2.79825%+37.7
Population (ACS)3,6535520%+17.1
Median household income (ACS)67,5894320%+13.3
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.

Restaurants on file (1)

By cuisine

no cuisine stated

By type

Bar 1 · Casual dining 1 · Restaurant (service type not stated) 1

NameTypeCuisineAddressStatus
Melody InnBar · Restaurant (service type not stated) · Casual dining4361 Greenville Rd NWopen
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
19943————3SIC1987
19952————2SIC1987
19962————2SIC1987
19972————2SIC1987
19982————2NAICS1997
19992————2NAICS1997
20002————2NAICS1997
200131—1—2NAICS1997
200231—1—2NAICS1997
200331—1—2NAICS2002
200432—111NAICS2002
200521——11NAICS2002
20061————1NAICS2002
20071————1NAICS2002
20081————1NAICS2007
20091————1NAICS2007
20101————1NAICS2007
20111————1NAICS2007
20121————1NAICS2012
20131————1NAICS2012
20141————1NAICS2012
20151————1NAICS2012
20161————1NAICS2012
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44491. 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
444704.8 mi32022
440804.9 mi12016
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.