BMIE BluFoodies Market Intelligence Engine

← Search

BMIE Market 48324

Oakland County, Michigan · ZCTA boundaries as of 2020

Profile

Population (current estimate)17,098
2020–2024 ACS 5-year estimate ±1,003 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households6,604
2020–2024 ACS 5-year estimate ±317 · 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 count17,350
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units6,708
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$142,100
2020–2024 ACS 5-year estimate ±16,402 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age47.0
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$1,571
2020–2024 ACS 5-year estimate ±366 · 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$442,300
2020–2024 ACS 5-year estimate ±16,397 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area8.6 sq mi
Census Gazetteer 2020
Restaurants7
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 48324
Restaurants per 10,000 residents2.9
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year-12.5%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year-22.2%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year-22.2%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file-12.5%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 20289 (range 5–12)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.1 per year, r² 0.07) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score60 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score85 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score63 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score15 / 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: 60 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score85.28540%+34.1
Restaurant Opportunity Score62.96335%+22.0
Market Momentum Score14.91525%+3.7
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 85 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)17,0987940%+31.5
Median household income (ACS)142,1009540%+38.0
Households (ACS)6,6047820%+15.7
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 growth-22.21335%+4.5
Restaurants per 10,000 residents (lower = more room)4.19525%+23.7
Population (ACS)17,0987920%+15.7
Median household income (ACS)142,1009520%+19.0
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 15 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-12.51750%+8.5
10-year restaurant growth-22.21330%+3.9
20-year restaurant growth-22.21320%+2.6
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 (11)

By cuisine

Pizza 3 · Bakery 2 · Coffee 2 · BBQ 1 · Dessert 1 · Healthy / salads / bowls 1 · Italian 1 · Mexican 1 · Sandwiches 1

By type

Restaurant (service type not stated) 7 · Bakery 2 · Coffee shop 2 · Quick service 2 · Bar 1 · Café 1 · Delivery-focused 1 · Dessert 1 · Specialty food shop 1

NameTypeCuisineAddressStatus
Bean & BagelCoffee shop · Café · BakeryCoffee · Bakery6585 Commerce Rdopen
Clean Eats & Clean Eats to goDelivery-focused · Restaurant (service type not stated)Healthy / salads / bowls6581 Commerce Rdopen
Coyote GrillRestaurant (service type not stated)BBQ1990 Hiller Rdopen
Gridiron TacoRestaurant (service type not stated) · Quick serviceMexican5694 Applegrove Dropen
Pizzeria DolceRestaurant (service type not stated)Pizza3260 Orchard Lake Rdopen
Pretzel PizazzDessert · Coffee shopDessert · Coffee7475 Cooley Lake Rdopen
T'tommysBar · Restaurant (service type not stated)Pizza4630 Linwood Stopen
Tonys Deli RestaurantSpecialty food shop · Restaurant (service type not stated) · Quick serviceSandwiches3258 Orchard Lake Rdopen
TriflesBakeryBakery6585 Commerce Rdopen
UK PIZZA BROSRestaurant (service type not stated)Pizza · Italian3260 Orchard Lake Rdopen
Louie’s BarnBar1990 Hiller 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
1994981SIC1987
199555SIC1987
199666SIC1987
199755SIC1987
199875221NAICS1997
199986231NAICS1997
200011936NAICS1997
20018752NAICS1997
20027532NAICS1997
2003129361NAICS2002
2004119351NAICS2002
200511826NAICS2002
200611835NAICS2002
20078752NAICS2002
2008119451NAICS2007
200954211NAICS2007
20106532NAICS2007
20116532NAICS2007
20127734NAICS2012
201311945NAICS2012
20149734NAICS2012
20157633NAICS2012
20169624NAICS2012
20171075NAICS2017
20181086NAICS2017
2019141147NAICS2017
20208734NAICS2017
20219834NAICS2017
2022111054NAICS2022
20238743NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 48324. 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
483231.8 mi212023
483203.1 mi302023
483273.1 mi352023
483224.0 mi862023
483284.1 mi552023
483024.6 mi332023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.