BMIE BluFoodies Market Intelligence Engine

← Search

BMIE Market 50312

Polk County, Iowa · ZCTA boundaries as of 2020

Profile

Population (current estimate)15,802
2020–2024 ACS 5-year estimate ±1,057 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households7,584
2020–2024 ACS 5-year estimate ±517 · 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 count15,339
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units7,923
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$92,242
2020–2024 ACS 5-year estimate ±8,935 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age40.3
2020–2024 ACS 5-year estimate ±2 · 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$1,074
2020–2024 ACS 5-year estimate ±57 · 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$291,900
2020–2024 ACS 5-year estimate ±19,328 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area5.6 sq mi
Census Gazetteer 2020
Restaurants43
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 50312
Restaurants per 10,000 residents20.9
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+22.9%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+10.3%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+87.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+43.3%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202846 (range 40–52)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.7 per year, r² 0.43) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score68 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score77 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score55 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score72 / 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: 68 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score77.27740%+30.9
Restaurant Opportunity Score55.45535%+19.4
Market Momentum Score71.67225%+17.9
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 77 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)15,8027740%+31.0
Median household income (ACS)92,2427540%+30.1
Households (ACS)7,5848120%+16.1
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 55 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth10.35435%+19.0
Restaurants per 10,000 residents (lower = more room)27.22325%+5.8
Population (ACS)15,8027720%+15.5
Median household income (ACS)92,2427520%+15.1
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 72 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth22.97950%+39.7
10-year restaurant growth10.35430%+16.3
20-year restaurant growth87.07820%+15.7
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 (87)

By cuisine

Coffee 10 · American 9 · Bakery 9 · Dessert 6 · Mexican 6 · Pizza 6 · Sandwiches 6 · Southwestern / Tex-Mex 6 · Asian 4 · Ice cream / frozen desserts 3 · Latin American (other) 3 · BBQ 2 · Breakfast 2 · Burgers 2 · Italian 2 · Japanese 2 · Seafood 2 · Sushi 2 · Thai 2 · Chinese 1 · European 1 · French 1 · Juice / smoothies 1 · Korean 1 · Mediterranean 1 · Peruvian 1 · Spanish / tapas 1 · Steakhouse 1 · Tea / bubble tea 1

By type

Restaurant (service type not stated) 44 · Bar 21 · Bakery 10 · Quick service 10 · Café 9 · Casual dining 7 · Coffee shop 6 · Dessert 6 · Specialty food shop 4 · Other 3 · Food truck 2 · Juice, smoothie, tea 2 · Brewery / taproom 1 · Delivery-focused 1 · Winery / distillery / taproom 1

NameTypeCuisineAddressStatus
Abelardos IngersollQuick serviceMexican · Southwestern / Tex-Mex2510 Ingersoll Aveopen
Alpine Tap RoomCasual dining · Bar2720 Ingersoll Aveopen
Baefield Vineyards, Winery & BreweryWinery / distillery / taproom · Brewery / taproom645 44th Stopen
Barmish LouisBar3209 Ingersoll Aveopen
Bear BakingBakeryBakery616 36th Stopen
Big Tomato PizzaRestaurant (service type not stated)Pizza · Italian2613 Ingersoll Aveopen
Bistro MontageRestaurant (service type not stated)French2724 Ingersoll Aveopen
Brueggers Bagels Bruegger's BagelsBakeryBakery · Breakfast3730 Ingersoll Aveopen
Cafe FuzionRestaurant (service type not stated)2721 Ingersoll Aveopen
Candela Modern MexicanBar2925 Ingersoll Aveopen
Caribou Coffee Caribou CoffeeCoffee shop · CaféCoffee · Breakfast3220 Ingersoll Aveopen
Casey'sRestaurant (service type not stated)Pizza3401 Ingersoll Aveopen
Chain & SpokeCoffee shop · CaféCoffee515 28th Stopen
Cheese BarRestaurant (service type not stated) · Casual dining · Bar2925 Ingersoll Aveopen
China One Int'l BuffetRestaurant (service type not stated)Chinese2301 Ingersoll Aveopen
Chl Development CoRestaurant (service type not stated)2932 Ingersoll Aveopen
Chocolaterie Stam Chocolaterie StamDessertIce cream / frozen desserts · Dessert2814 Ingersoll Aveopen
CrèmeBakery · DessertBakery · Dessert543 28th Stopen
Domino's Pizza Domino's PizzaDelivery-focused · Quick servicePizza3455 Ingersoll Aveopen
DZÔ Korean BBQRestaurant (service type not stated)Korean · BBQ · Asian2611 Ingersoll Aveopen
Eatery ARestaurant (service type not stated)Mediterranean · European2932 Ingersoll Aveopen
Either OrCasual dining · Restaurant (service type not stated) · Bar6222 Grand Aveopen
El Patio Mexican RestaurantRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex · Latin American (other)611 37th Stopen
Fabian SeafoodRestaurant (service type not stated)SeafoodAuto-Lab, 2800 Grand Aveopen
Firehouse Subs Firehouse SubsSpecialty food shop · Restaurant (service type not stated) · Quick serviceSandwiches2708 Ingersoll Aveopen
Garlic BreathCafé · BarCoffee · Pizza2613 Ingersoll Aveopen
Great Harvest Bread CompanyBakery · Restaurant (service type not stated) · CaféBakery · Coffee543 28th Stopen
GTBar3013 Ingersoll Aveopen
HarbingerRestaurant (service type not stated)Spanish / tapas · American2724 Ingersoll Aveopen
Home & Away Sports Bar And GrillRestaurant (service type not stated)3124 Ingersoll Aveopen
Ingersoll TapBar2837 Ingersoll Aveopen
J-R DonutsBakery · Dessert · Coffee shopDessert · Coffee3000 Grand Aveopen
Jesse's EmbersRestaurant (service type not stated)Steakhouse · Seafood · American3301 Ingersoll Aveopen
Jimmy John'sQuick service · Restaurant (service type not stated) · Specialty food shopSandwiches2705 Grand Aveopen
Kitchen Restaurants Llc And Zen Restaurants LlcRestaurant (service type not stated)2811 Ingersoll Aveopen
La Mie BakeryBakery · Restaurant (service type not stated) · CaféBakery · Coffee841 42nd Stopen
Lachele's Fine FoodsRestaurant (service type not stated)American · Burgers2716 Ingersoll Aveopen
Lucky LotusRestaurant (service type not stated)Asian · Thai2721 Ingersoll Aveopen
LunaBar3701 Ingersoll Aveopen
Manhattan DeliSpecialty food shop · Quick serviceSandwiches · American3705 Ingersoll Aveopen
McDonald's McDonald'sQuick serviceBurgers · American6125 Grand Aveopen
McDonald's - Mills Civic Raccoon Valley Partners McDonald'sRestaurant (service type not stated)745 51st Stopen
Menchie's Frozen Yogurt Menchie'sOther · Dessert · BarIce cream / frozen desserts · Dessert2105 Ingersoll Aveopen
Merchant Investments IncRestaurant (service type not stated)2222 Grand Aveopen
Nadia's French BakeryBakeryBakery2705 Grand Aveopen
Noah's Ark RistoranteRestaurant (service type not stated)Italian · Pizza2400 Ingersoll Aveopen
Noah's Management LlcRestaurant (service type not stated)2400 Ingersoll Aveopen
Oak ParkRestaurant (service type not stated)3901 Ingersoll Aveopen
Pal Joey's LoungeBar6224 Grand Aveopen
Palmer's Deli & Market Palmer's Deli and MarketSpecialty food shop · Restaurant (service type not stated) · Quick serviceSandwiches2843 Ingersoll Aveopen
Pancheros Mexican Grill Pancheros Mexican GrillQuick serviceMexican · Southwestern / Tex-Mex2708 Ingersoll Aveopen
Panka Peruvian RestaurantRestaurant (service type not stated)Peruvian · Latin American (other)2708 Ingersoll Aveopen
Papa Johns Papa John's PizzaQuick service · Restaurant (service type not stated)Pizza911 42nd stopen
Parinda CupcakesBakery · DessertBakery · DessertW Des Moinesopen
Pita PitOtherSandwiches2708 Ingersoll Aveopen
Pizzaco LlcRestaurant (service type not stated)2613 Ingersoll Aveopen
Qdoba Mexican Grill QdobaRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex2105 Ingersoll Ave Des Moinesopen
Sakari Sushi LoungeRestaurant (service type not stated)Japanese · Sushi · Asian2605 Ingersoll Aveopen
Sonic Drive-In Sonic Drive-InQuick service · Restaurant (service type not stated)American141 SW 63rd Stopen
South Union BakeryBakeryBakery2002 Woodland Aveopen
Star BarBar2811 Ingersoll Aveopen
Starbucks StarbucksCoffee shop · Café · BakeryCoffee · Bakery2510 Ingersoll Aveopen
SubwayOtherSandwiches3030 Ingersoll Aveopen
Summerfield's CafeCafé · Coffee shopCoffee · American3200 Grand Aveopen
Taco John's Taco John'sRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex2600 Ingersoll Aveopen
Ted's Coney IslandCasual dining · Restaurant (service type not stated)American3020 Ingersoll Aveopen
Teddy Maroon'sBar · Restaurant (service type not stated)2301 Ingersoll Aveopen
Thai Flavors IngersollRestaurant (service type not stated)Thai · Asian2301 Ingersoll Aveopen
The Bartender's HandshakeBar3615 Ingersoll Aveopen
The Greenwood LoungeBar3707 Ingersoll Aveopen
The IngersollRestaurant (service type not stated) · Casual diningAmerican3711 Ingersoll Aveopen
The Juice CompanyJuice, smoothie, tea · DessertJuice / smoothies · Ice cream / frozen desserts · Dessert845 42nd Stopen
The Lounge - Des Moines University Osteopathic Medical CenterBar3200 Grand Aveopen
The Station On IngersollBar · Casual dining3124 Ingersoll Aveopen
The WaverlyBar2120 Ingersoll Aveopen
Uncle Wendell'sRestaurant (service type not stated)BBQ2716 Ingersoll Aveopen
VitaRestaurant (service type not stated) · Bar3520 Grand Aveopen
Viva Mexican Restaurant Viva Mexican RestaurantRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex · Latin American (other)6101 Grand Aveopen
Wellman's PubBar · Casual dining2920 Ingersoll Aveopen
What The FriesFood truck2701 Ingersoll Aveopen
Workin the Gusto Pizza Co.'s Trailer @ Colby ParkFood truckopen
Yacht ClubBar2617 Ingersoll Aveopen
Zanzibar's Coffee AdventureCoffee shop · Restaurant (service type not stated) · CaféCoffee2723 Ingersoll Aveopen
Zenko Tea - IngersollJuice, smoothie, teaTea / bubble tea2701 Ingersoll Ave Ste 103open
ZENSHI Handcrafted Sushi Zenshi SushiCafé · Restaurant (service type not stated)Japanese · Coffee · Sushi2002 Woodland Aveopen
Blue Light HouseSpecialty food shop · Quick serviceSandwiches2615 Ingersoll Aveclosed
Northern Lights PizzaRestaurant (service type not stated) · BarPizza2120 Ingersoll Aveclosed
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
199437307SIC1987
199537298SIC1987
199636297SIC1987
199737307SIC1987
19983326111146NAICS1997
19993528121246NAICS1997
20003527131046NAICS1997
2001362815946NAICS1997
20023325121036NAICS1997
20033323101217NAICS2002
20043426101427NAICS2002
2005342591427NAICS2002
20063829131247NAICS2002
20074031161147NAICS2002
20083930161047NAICS2007
2009382916946NAICS2007
20104232181046NAICS2007
20113827131047NAICS2007
20125137161567NAICS2012
20135339161767NAICS2012
20145138171567NAICS2012
20154536141667NAICS2012
20164738141867NAICS2012
20174333121748NAICS2017
20184735151649NAICS2017
201953401817510NAICS2017
20205342201759NAICS2017
20215341181769NAICS2017
20225645231669NAICS2022
20235443211669NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 50312. 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
503111.7 mi272023
503242.5 mi132023
503213.1 mi162023
503093.1 mi912023
503143.3 mi122023
503103.5 mi642023
503153.9 mi422023
503194.2 mi12016
502654.3 mi542023
503224.8 mi512023
503164.8 mi352023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.