Groundwork

Food and drink · County · Iowa

Pizza places in Cass County, IA

The pizza places in Cass County, IA, the household spending behind them and how the market ranks against other counties.

Groundwork market score · out of 100

Score 37 out of 100: Lower middle

Ranked #1,574 of 2,090 scored counties
#50 of 64 scored counties in Iowa

Listings
8
7 chain locations (88%)
Official establishments
8
All limited-service restaurants
Household spending a year
$20.6M
On food away from home · $3,519 a household
Spending per listing
$2.6M
49% below the U.S.
Listings per 10k households
13.7
71% above the U.S.
Population, 2025
12,960
−1.2% since 2020

See the pizza places around any address in Cass County

The site report maps the pizza places on map listings near the address, by name and distance, and sizes the households and spending around it. Or open the report at the center of Cass County. Signed out, you see a blurred preview; on an account, each report is one action.

Free10 actions over 3 days, no card

Survey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure

What this means

For pizza places, Cass County has a Groundwork market score of 37 (lower middle): #1,574 of 2,090 scored counties and #50 of 64 scored counties in Iowa. That puts it in the bottom quarter of counties.

As of September 2026, map listings count 8 pizza places in Cass County. 7 of them (88%) are chain locations, against 58% across the U.S. Per 10,000 households, that is 13.7, 71% above the U.S. rate of 8.0.

Household spending on food away from home in Cass County comes to about $20.6M a year: $3,519 per household, 14% below the U.S. average. Spread across 8 pizza places, that is $2.6M per pizza place, 49% below the U.S. figure of $5.1M. That spending covers all food away from home, which pizza places share with other businesses in the trade.

In 2023, official counts showed 8 businesses with payroll in Cass County classed as limited-service restaurants. That is one for every 731 households, against one for every 478 across the U.S. The official count takes in all limited-service restaurants, not only pizza places: fast food and sandwich shops are counted too. Population estimates put the population change in Cass County from 2020 to 2025 at −1.2%, against +3.1% for the U.S.

How Cass County compares

The same measures for Iowa and the whole U.S. Spending per listing divides a year of household spending on all food away from home by the pizza places counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Pizza in Cass County, IA compared with Iowa and the U.S.
MeasureCass CountyIowaU.S.
Listings per 10k households13.711.78.0
Spending per listing$2.6M$3.3M$5.1M
Households per official establishment (all limited-service restaurants)731628478
Official establishment growth, 2019–2023n/a−0.9%+6.1%
Population growth, 2020–2025−1.2%+1.5%+3.1%
Spending per household on food away from home$3,519$3,880$4,070
Median household income$63,013$75,059$80,734
Groundwork market score3739

Official counts and lending

Businesses

Official establishments, 2019 to 2023
8 → 8All limited-service restaurants
Employees, 2023
152
Annual payroll, 2023
$2.8M
One-person businesses, 2023
0All limited-service restaurants with no payroll
Map listings, September 2026
87 chain locations
Listings at the U.S. rate for this spending
4The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
0
Amount
$0

SBA-backed loans to businesses classed as limited-service restaurants in Cass County, through June 2026, placed by the borrower’s ZIP code. Official establishments are businesses with payroll; the official counts leave out places with fewer than 3. These official figures cover all limited-service restaurants, not only pizza places.

Population and households in Cass County

Population, 2025 estimate
12,960−1.2% since 2020
Households
5,844
Median age
44.7
Homes lived in by their owners
72%
Vehicles per household
2.0
Land area
564 sq. mi.
People per square mile
23
Median household income
$63,013+25.6% vs. 2015–2019, before inflation
Average household income
$84,546
Median home value
$150,300
Jobs located here
5,421
Daytime population
12,873Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Cass County?

These figures cover the whole county. A site report draws rings around one address and counts what’s inside them: households, spending, jobs, and the pizza places on map listings by name and distance.

Or open the report at the center of Cass County. Signed out, you see a blurred preview; on an account, each report is one action.

Free10 actions over 3 days, no card

The highest-scoring counties in Iowa for pizza places, numbered among those based in Iowa, with Cass County marked.

Top counties in Iowa

Counties in Iowa ranked for pizza places by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Dallas County, IA77409.4$5.1M+17.8%#147 of 2,090
2Madison County, IA71710.5$4M+3.8%#293 of 2,090
3Boone County, IA641110.1$4M+0.4%#522 of 2,090
4Warren County, IA643115.0$2.9M+9.0%#527 of 2,090
5Benton County, IA611312.7$3.2M+1.8%#630 of 2,090
6Winneshiek County, IA6078.6$4.5M−1.6%#652 of 2,090
7Polk County, IA5921010.2$4.1M+4.8%#695 of 2,090
8Johnson County, IA576610.4$3.9M+4.6%#768 of 2,090
9Sioux County, IA571511.8$3.5M+2.5%#770 of 2,090
10Jackson County, IA5689.7$3.9M−0.8%#808 of 2,090
50Cass County, IA37813.7$2.6M−1.2%#1,574 of 2,090

Other business types in Cass County

Each with its Groundwork market score here, out of 100, where it has one.

Questions

How many pizza places are in Cass County, IA?

Cass County has 8 pizza places on map listings as of September 2026. 7 of them (88%) are chain locations. The listings count pizza restaurants. Official counts show 8 businesses with payroll classed as limited-service restaurants in 2023. That count covers all limited-service restaurants (fast food and sandwich shops included), not only pizza places.

How much do households in Cass County, IA spend on food away from home?

About $20.6M a year, or $3,519 per household. That is 14% below the U.S. average (an index of 86, where 100 is the U.S. average). Spread across the 8 pizza places on map listings, it comes to $2.6M per pizza place. The spending figure covers all food away from home, not only pizza places. It is estimated from the incomes of the 5,844 households in Cass County and national spending patterns by income.

How does Cass County, IA compare with the U.S. for pizza places?

Cass County has 13.7 pizza places per 10,000 households, 71% above the U.S. rate of 8.0. Spending per pizza place is $2.6M, 49% below the U.S. figure of $5.1M. At the national ratio of pizza places to household spending, Cass County would have about 4, against 8 on map listings. There is one business with payroll in the industry for every 731 households, against one for every 478 across the U.S.

How fast is Cass County, IA growing?

Population estimates put Cass County at 12,960 people in 2025, down 1.2% since 2020, against +3.1% for the U.S. It has 5,844 households. The median household income in Cass County is $63,013 a year, 22% below the U.S. median of $80,734. That rose 25.6% from the 2015–2019 survey, before inflation.

What is the Groundwork market score?

The Groundwork market score runs from 0 to 100 and compares a market with others of its kind for one business type: states with states, metro areas with metro areas, small-town markets and counties with their own. It weighs household spending per competitor (35%), households per business with payroll (25%), population growth (20%) and spending power (20%), each ranked against those peers. A higher score means that, taken together, the market has more household spending and more households for each business already there, faster population growth and more spending per household than similar markets. It describes a market, not any one site or deal. Cass County scores 37 for pizza places (lower middle), #1,574 of 2,090 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Cass County. It maps the pizza places on map listings near the site and sizes the households and spending within the distance you choose. New accounts get 10 actions over 3 days, no card.

How the score works · Top markets for pizza places · All 56 business types in Cass County

Screening a site or an acquisition in Cass County?

A site report maps the competitors on map listings near an address and sizes the households and spending around it.

The button opens the report at the center of Cass County. Signed out, you see a blurred preview; on an account, each report is one action.

This product uses the Census Bureau Data API but is not endorsed or certified by the Census Bureau.

Figures are estimates for research only. Not investment or real estate advice.