Groundwork

Groceries and convenience · County · Mississippi

Grocery stores in Calhoun County, MS

How Calhoun County, MS compares with other counties and the U.S. for grocery stores: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 3 out of 100: Very low

Ranked #2,064 of 2,070 scored counties
#61 of 61 scored counties in Mississippi

Listings
9
5 chain locations (56%)
Official establishments
6
Businesses with payroll, 2023
Household spending a year
$28.5M
On groceries · $5,085 a household
Spending per listing
$3.2M
66% below the U.S.
Listings per 10k households
16.0
2.4 times the U.S.
Population, 2025
12,643
−4.4% since 2020

See the grocery stores around any address in Calhoun County

The site report maps the grocery stores 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

The Groundwork market score for grocery stores in Calhoun County is 3 (very low), #2,064 of 2,070 scored counties and #61 of 61 scored counties in Mississippi. That puts it in the bottom quarter of counties.

As of September 2026, map listings count 9 grocery stores in Calhoun County. 5 of them (56%) are chain locations, against 37% across the U.S. That comes to 16.0 for every 10,000 households, 2.4 times the U.S. rate of 6.8.

Households in Calhoun County spend about $28.5M a year on groceries, or $5,085 per household, 20% below the U.S. average. That is about $3.2M of household spending for each store on map listings, 66% below the U.S. figure of $9.3M. That spending covers all groceries, which grocery stores share with other businesses in the trade.

Official counts show 6 businesses with payroll classed as supermarkets and grocery stores in Calhoun County in 2023. That is one for every 935 households, against one for every 2,053 across the U.S. Population estimates show Calhoun County declined 4.4% from 2020 to 2025, against +3.1% for the U.S.

How Calhoun County compares

The same measures for Mississippi and the whole U.S. Spending per listing divides a year of household spending on all groceries by the grocery stores counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Grocery stores in Calhoun County, MS compared with Mississippi and the U.S.
MeasureCalhoun CountyMississippiU.S.
Listings per 10k households16.08.16.8
Spending per listing$3.2M$6.9M$9.3M
Households per official establishment9352,8282,053
Official establishment growth, 2019–2023n/a+1.3%0.0%
Population growth, 2020–2025−4.4%−0.1%+3.1%
Spending per household on groceries$5,085$5,547$6,319
Median household income$43,125$56,447$80,734
Groundwork market score325

Official counts and lending

Businesses

Official establishments, 2019 to 2023
5 → 6
Employees, 2023
134
Annual payroll, 2023
$2.5M
One-person businesses, 2023
Not publishedNot published for this business type
Map listings, September 2026
95 chain locations
Listings at the U.S. rate for this spending
3The 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 supermarkets and grocery stores 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
12,643−4.4% since 2020
Households
5,611
Median age
41.9
Homes lived in by their owners
72%
Vehicles per household
1.9
Land area
587 sq. mi.
People per square mile
22
Median household income
$43,125+15.7% vs. 2015–2019, before inflation
Average household income
$58,887
Median home value
$90,300
Jobs located here
3,084
Daytime population
10,470Residents 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 grocery stores 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.

Free10 actions over 3 days, no card

Grocery stores across Mississippi

Every Mississippi market ranked →

The highest-scoring counties in Mississippi for grocery stores, numbered among those based in Mississippi, with Calhoun County marked.

Top counties in Mississippi

Counties in Mississippi ranked for grocery stores by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1DeSoto County, MS84334.6$13.4M+6.3%#122 of 2,070
2Rankin County, MS80305.0$12.3M+3.2%#197 of 2,070
3Hancock County, MS7694.4$13.1M+1.6%#267 of 2,070
4Jackson County, MS71315.4$10.8M+3.0%#389 of 2,070
5Madison County, MS67306.8$9.2M+6.5%#487 of 2,070
6Lafayette County, MS65168.4$7.1M+6.6%#552 of 2,070
7Harrison County, MS62576.8$8.2M+4.0%#634 of 2,070
8Oktibbeha County, MS59115.0$10.6M+0.4%#710 of 2,070
9Lamar County, MS54218.3$7.2M+4.7%#893 of 2,070
10Pearl River County, MS54209.1$6.1M+5.6%#897 of 2,070
61Calhoun County, MS3916.0$3.2M−4.4%#2,064 of 2,070

Other business types in Calhoun County

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

Questions

How many grocery stores are in Calhoun County, MS?

Calhoun County has 9 grocery stores on map listings as of September 2026. 5 of them (56%) are chain locations. The listings count grocery stores and supermarkets. Official counts show 6 businesses with payroll classed as supermarkets and grocery stores in 2023.

How much do households in Calhoun County, MS spend on groceries?

About $28.5M a year, or $5,085 per household. That is 20% below the U.S. average (an index of 80, where 100 is the U.S. average). Spread across the 9 grocery stores on map listings, it comes to $3.2M per store. The spending figure covers all groceries, not only grocery stores. It is estimated from the incomes of the 5,611 households in Calhoun County and national spending patterns by income.

How does Calhoun County, MS compare with the U.S. for grocery stores?

Calhoun County has 16.0 grocery stores per 10,000 households, 2.4 times the U.S. rate of 6.8. Spending per store is $3.2M, 66% below the U.S. figure of $9.3M. At the national ratio of grocery stores to household spending, Calhoun County would have about 3, against 9 on map listings. There is one business with payroll in the industry for every 935 households, against one for every 2,053 across the U.S.

How fast is Calhoun County, MS growing?

Population estimates put Calhoun County at 12,643 people in 2025, down 4.4% since 2020, against +3.1% for the U.S. It has 5,611 households. Median household income in Calhoun County is $43,125, 47% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 15.7%, 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. Calhoun County scores 3 for grocery stores (very low), #2,064 of 2,070 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Calhoun County. It maps the grocery stores 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 grocery stores · 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.