Groundwork

Food and drink · County · Iowa

Restaurants and cafes in Calhoun County, IA

How Calhoun County, IA compares with other counties and the U.S. for restaurants and cafes: competitors, household spending, official counts and growth.

Groundwork market score

Not scored

Counties under 10,000 people aren’t scored, since a few businesses can swing their figures.

Listings
40
15 chain locations (38%)
Official establishments
7
Businesses with payroll, 2023
Household spending a year
$14.4M
On food away from home · $3,606 a household
Spending per listing
$360K
3% below the U.S.
Listings per 10k households
100.2
9% below the U.S.
Population, 2025
9,562
−3.4% since 2020

See the restaurants and cafes around any address in Calhoun County

The site report maps the restaurants and cafes 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 Calhoun 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

As of September 2026, map listings count 40 restaurants and cafes in Calhoun County. 15 of them (38%) are chain locations, against 34% across the U.S. That comes to 100.2 for every 10,000 households, 9% below the U.S. rate of 109.8.

At $3,606 per household (11% below the U.S. average), households in Calhoun County spend about $14.4M a year on food away from home. Spread across 40 restaurants and cafes, that is $360K per restaurant, 3% below the U.S. figure of $371K.

Official counts show 7 businesses with payroll classed as restaurants and other eating places in Calhoun County in 2023. That is one for every 570 households, against one for every 209 across the U.S.

Population estimates show Calhoun County declined 3.4% from 2020 to 2025, against +3.1% for the U.S. Counties under 10,000 people aren’t given a market score, since a few businesses can swing their figures.

How Calhoun 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 restaurants and cafes counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Restaurants and cafes in Calhoun County, IA compared with Iowa and the U.S.
MeasureCalhoun CountyIowaU.S.
Listings per 10k households100.2103.1109.8
Spending per listing$360K$377K$371K
Households per official establishment570245209
Official establishment growth, 2019–2023n/a+3.4%+6.0%
Population growth, 2020–2025−3.4%+1.5%+3.1%
Spending per household on food away from home$3,606$3,880$4,070
Median household income$64,964$75,059$80,734
Groundwork market scoreNot scored57

Official counts and lending

Businesses

Official establishments, 2019 to 2023
9 → 7
Employees, 2023
57
Annual payroll, 2023
$1.2M
One-person businesses, 2023
0Businesses with no payroll
Map listings, September 2026
4015 chain locations
Listings at the U.S. rate for this spending
39The 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 restaurants and other eating places in Calhoun 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.

Population and households in Calhoun County

Population, 2025 estimate
9,562−3.4% since 2020
Households
3,993
Median age
44.0
Homes lived in by their owners
81%
Vehicles per household
2.0
Land area
570 sq. mi.
People per square mile
17
Median household income
$64,964
Average household income
$88,729
Median home value
$118,800
Jobs located here
2,698
Daytime population
8,470Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Calhoun 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 restaurants and cafes on map listings by name and distance.

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

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Restaurants and cafes across Iowa

Every Iowa market ranked →

The highest-scoring counties in Iowa for restaurants and cafes, numbered among those based in Iowa, with Calhoun County marked.

Top counties in Iowa

Counties in Iowa ranked for restaurants and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Warren County, IA8716881.2$535K+9.0%#46 of 2,405
2Benton County, IA845755.9$734K+1.8%#66 of 2,405
3Madison County, IA815785.1$490K+3.8%#127 of 2,405
4Dallas County, IA8040194.4$504K+17.8%#142 of 2,405
5Mills County, IA784787.1$489K+2.6%#181 of 2,405
6Boone County, IA768375.9$528K+0.4%#220 of 2,405
7Butler County, IA743458.0$648K−2.0%#255 of 2,405
8Buchanan County, IA736173.9$510K+1.3%#308 of 2,405
9Grundy County, IA734282.1$493K+0.2%#315 of 2,405
10Hancock County, IA702451.4$693K−2.2%#389 of 2,405
Calhoun County, IANot scored40100.2$360K−3.4%

Other business types in Calhoun County

None has a Groundwork market score here. Counties under 10,000 people aren’t scored, since a few businesses can swing their figures.

Questions

How many restaurants and cafes are in Calhoun County, IA?

Calhoun County has 40 restaurants and cafes on map listings as of September 2026. 15 of them (38%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 7 businesses with payroll classed as restaurants and other eating places in 2023.

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

About $14.4M a year, or $3,606 per household. That is 11% below the U.S. average (an index of 89, where 100 is the U.S. average). Spread across the 40 restaurants and cafes on map listings, it comes to $360K per restaurant. It is estimated from the incomes of the 3,993 households in Calhoun County and national spending patterns by income.

How does Calhoun County, IA compare with the U.S. for restaurants and cafes?

Calhoun County has 100.2 restaurants and cafes per 10,000 households, 9% below the U.S. rate of 109.8. Spending per restaurant is $360K, 3% below the U.S. figure of $371K. At the national ratio of restaurants and cafes to household spending, Calhoun County would have about 39, against 40 on map listings. There is one business with payroll in the industry for every 570 households, against one for every 209 across the U.S.

How fast is Calhoun County, IA growing?

Population estimates put Calhoun County at 9,562 people in 2025, down 3.4% since 2020, against +3.1% for the U.S. It has 3,993 households. The median household income in Calhoun County is $64,964 a year, 20% below the U.S. median of $80,734.

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. The score leaves out counties under 10,000 people, where a handful of businesses would swing it.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Calhoun County. It maps the restaurants and cafes 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 restaurants and cafes · All 56 business types in Calhoun County

Screening a site or an acquisition in Calhoun 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 Calhoun 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.