BMIE BluFoodies Market Intelligence Engine

← Search

BMIE Market 14025

Erie County, New York · ZCTA boundaries as of 2020

Profile

Population (current estimate)3,243
2020–2024 ACS 5-year estimate ±549 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,415
2020–2024 ACS 5-year estimate ±218 · 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 count3,039
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,275
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$115,188
2020–2024 ACS 5-year estimate ±28,689 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age50.9
2020–2024 ACS 5-year estimate ±7 · 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$1,250
2020–2024 ACS 5-year estimate ±575 · 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$267,200
2020–2024 ACS 5-year estimate ±53,627 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area21.0 sq mi
Census Gazetteer 2020
Restaurants3
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 14025
Restaurants per 10,000 residents6.6
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+0.0%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year-25.0%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year-40.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+0.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 20282 (range 1–4)
FORECAST · linear trend v1 fitted to 2012–2023 (11 points, -0.1 per year, r² 0.22) · 80% range · confidence Low · 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 Score68 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score51 / 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 Score67.96840%+27.2
Restaurant Opportunity Score51.35135%+17.9
Market Momentum Score25.82625%+6.5
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 68 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)3,2435340%+21.4
Median household income (ACS)115,1888940%+35.5
Households (ACS)1,4155520%+11.1
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 51 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth-251235%+4.1
Restaurants per 10,000 residents (lower = more room)9.37525%+18.8
Population (ACS)3,2435320%+10.7
Median household income (ACS)115,1888920%+17.7
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 growth04250%+20.9
10-year restaurant growth-251230%+3.5
20-year restaurant growth-40720%+1.5
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 (4)

By cuisine

American 2 · Coffee 1 · Sandwiches 1

By type

Casual dining 2 · Restaurant (service type not stated) 2 · Bar 1 · Brewery / taproom 1 · Café 1 · Specialty food shop 1 · Quick service 1

NameTypeCuisineAddressStatus
Boston Deli Boston Deli New YorkSpecialty food shop · Restaurant (service type not stated) · Quick serviceSandwiches9375 Boston State Rdopen
Boston HotelCasual dining · BarAmerican9373 Boston State Rdopen
Red Barrel Cider Mill IncBrewery / taproom · Restaurant (service type not stated)8978 Boston State Rdopen
Three Girls CafeCasual dining · CaféAmerican · Coffee8373 Boston State Rdopen
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
1994532SIC1987
1995532SIC1987
1996752SIC1987
1997981SIC1987
199898711NAICS1997
199976511NAICS1997
200076421NAICS1997
2001873311NAICS1997
20026551NAICS1997
20036551NAICS2002
20047661NAICS2002
200576511NAICS2002
2006555NAICS2002
2007333NAICS2002
2008333NAICS2007
2009222NAICS2007
2010222NAICS2007
2011222NAICS2007
2012555NAICS2012
20134431NAICS2012
2014444NAICS2012
2015333NAICS2012
2016333NAICS2012
2018333NAICS2017
2019443NAICS2017
2020443NAICS2017
2021443NAICS2017
2022333NAICS2022
2023333NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 14025. 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
140333.3 mi52023
140694.7 mi22016
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.