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BMIE Market 95471

Sonoma County, California · ZCTA boundaries as of 2020

Profile

Population (current estimate)394
2020–2024 ACS 5-year estimate ±183 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households286
2020–2024 ACS 5-year estimate ±152 · 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 count522
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units434
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household incomeData source not yet connected
Median age54.5
2020–2024 ACS 5-year estimate ±28 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01002_001E · on 2020 boundaries · retrieved 2026-09-05
Median gross rentData source not yet connected
Median home value$603,400
2020–2024 ACS 5-year estimate ±109,330 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area3.5 sq mi
Census Gazetteer 2020
Restaurants1
2016 · U.S. Census Bureau, ZIP Code Business Patterns 2016 detail (NAICS2012) · by USPS ZIP 95471
Restaurants per 10,000 residentsNot yet derived
Projected restaurants, 20211 (range 1–1)
FORECAST · linear trend v1 fitted to 2000–2016 (7 points, +0.0 per year, r² 1.00) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score30 / 100
MODELED · bmie_market_score v1 · confidence Medium · why?
Consumer Market Score31 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score30 / 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: 30 (Medium confidence)

ComponentValueRankWeightAdds
Consumer Market Score30.93140%+16.5
Restaurant Opportunity Score29.63035%+13.8
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 31 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)3941840%+7.3
Median household income (ACS)69,0464540%+18.2
Households (ACS)2862720%+5.4
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 30 (Medium confidence)

ComponentValueRankWeightAdds
Restaurants per 10,000 residents (lower = more room)25.42625%+10.0
Population (ACS)3941820%+5.6
Median household income (ACS)69,0464520%+14.0
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

American 1

By type

Bar 1 · Casual dining 1

NameTypeCuisineAddressStatus
Rio Nido RoadhouseCasual dining · BarAmerican14540 Canyon 2 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
199611SIC1987
199711SIC1987
199811NAICS1997
199911NAICS1997
20002111NAICS1997
20012111NAICS1997
200211NAICS1997
200311NAICS2002
200411NAICS2002
200511NAICS2002
200611NAICS2002
200722NAICS2002
200811NAICS2007
200911NAICS2007
201011NAICS2007
201111NAICS2007
2012111NAICS2012
2013111NAICS2012
2014111NAICS2012
2015111NAICS2012
2016111NAICS2012
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 95471. 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
954462.2 mi162023
954624.8 mi42023
954364.8 mi92023
954864.9 mi12016
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.