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BMIE Market 14080

Erie County, New York · ZCTA boundaries as of 2020

Profile

Population (current estimate)4,444
2020–2024 ACS 5-year estimate ±321 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,988
2020–2024 ACS 5-year estimate ±205 · 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 count4,330
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,870
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$76,786
2020–2024 ACS 5-year estimate ±13,705 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age50.1
2020–2024 ACS 5-year estimate ±5 · 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$773
2020–2024 ACS 5-year estimate ±44 · 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$263,100
2020–2024 ACS 5-year estimate ±24,108 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area52.4 sq mi
Census Gazetteer 2020
RestaurantsNot published for this ZIP
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 14080
Restaurants per 10,000 residents6.9
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+33.3%
DERIVED: 2017 → 2022, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+33.3%
DERIVED: 2012 → 2022, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+0.0%
DERIVED: 2002 → 2022, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file-20.0%
DERIVED: 1994 → 2022, ZIP Code Business Patterns restaurants
Projected restaurants, 20274 (range 3–5)
FORECAST · linear trend v1 fitted to 2012–2022 (11 points, +0.1 per year, r² 0.51) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score65 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score59 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score68 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score70 / 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: 65 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score58.75940%+23.5
Restaurant Opportunity Score68.06835%+23.8
Market Momentum Score70.17025%+17.5
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 59 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)4,4445840%+23.4
Median household income (ACS)76,7865840%+23.1
Households (ACS)1,9886120%+12.2
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 68 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth33.37335%+25.7
Restaurants per 10,000 residents (lower = more room)97625%+19.0
Population (ACS)4,4445820%+11.7
Median household income (ACS)76,7865820%+11.6
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 70 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth33.38550%+42.5
10-year restaurant growth33.37330%+22.0
20-year restaurant growth02820%+5.6
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 (10)

By cuisine

Bakery 2 · Coffee 2 · American 1 · Breakfast 1 · Dessert 1 · Pizza 1

By type

Restaurant (service type not stated) 5 · Bar 4 · Bakery 2 · Casual dining 2 · Café 1 · Catering 1 · Coffee shop 1 · Dessert 1 · Quick service 1

NameTypeCuisineAddressStatus
A.L.L. Sweet Shop and BakeryBakery · DessertBakery · Dessert101 N Main Stopen
Achmed's SkybarBar · Casual dining9771 Olean Rdopen
Holland WillowsRestaurant (service type not stated) · Catering · Bar177 Savage Rdopen
Pbk IncRestaurant (service type not stated)177 Savage Rdopen
Proline Redemption Center/Can & Bottle ReturnBar · BakeryBakery325 N Main Stopen
Red & White CafeCaféCoffee17 S Main Stopen
Ronni's PizzeriaQuick service · Restaurant (service type not stated)Pizza25 N Main Stopen
Twisted Mugg Coffee Co.Coffee shopCoffee · Breakfastopen
Whelan's PubBar · Restaurant (service type not stated)254 Canada Stopen
Zider ZeeCasual dining · Restaurant (service type not stated)American9096 Olean 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
1994651SIC1987
1995541SIC1987
1996431SIC1987
1997541SIC1987
199843211NAICS1997
199953211NAICS1997
200064311NAICS1997
200175411NAICS1997
200264311NAICS1997
200364311NAICS2002
200464311NAICS2002
2005753111NAICS2002
200653211NAICS2002
200764311NAICS2002
200864311NAICS2007
200953211NAICS2007
201053211NAICS2007
201153211NAICS2007
201243211NAICS2012
201343211NAICS2012
201443211NAICS2012
201543211NAICS2012
201643211NAICS2012
201743NAICS2017
201854NAICS2017
2019543NAICS2017
2020433NAICS2017
2021543NAICS2017
2022543NAICS2022
20233NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 14080. 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
140694.6 mi22016
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.