Groceries and convenience · Small-town market · Mississippi
Grocery and convenience stores in the Cleveland, MS area
How the Cleveland, MS area compares with other small-town markets and the U.S. for grocery and convenience stores: competitors, household spending, official counts and growth.
Groundwork market score · out of 100
Score 18 out of 100: Low
Ranked #501 of 538 scored small-town markets
#11 of 17 scored small-town markets based in Mississippi
- Listings
- 26
- 9 chain locations (35%)
- Official establishments
- 13
- Businesses with payroll, 2023
- Household spending a year
- $59.8M
- On groceries · $5,019 a household
- Spending per listing
- $2.3M
- 32% below the U.S.
- Listings per 10k households
- 21.8
- 17% above the U.S.
- Population, 2025
- 28,262
- −8.3% since 2020
See the grocery and convenience stores around any address in the Cleveland area
The site report maps the grocery and convenience 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 the Cleveland area. Signed out, you see a blurred preview; on an account, each report is one action.
Free10 actions over 3 days, no cardSurvey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure
What this means
For grocery and convenience stores, the Cleveland area has a Groundwork market score of 18 (low): #501 of 538 scored small-town markets and #11 of 17 scored small-town markets based in Mississippi. That puts it in the bottom quarter of small-town markets.
Map listings as of September 2026 show 26 grocery and convenience stores in the Cleveland area. Of those, 9 are chain locations, or 35%, against 42% across the U.S. That comes to 21.8 for every 10,000 households, 17% above the U.S. rate of 18.7.
Household spending on groceries in the Cleveland area comes to about $59.8M a year: $5,019 per household, 21% below the U.S. average. That is about $2.3M of household spending for each store on map listings, 32% below the U.S. figure of $3.4M.
The official count of businesses with payroll classed as grocery and convenience stores in the Cleveland area was 13 in 2023. That is one for every 917 households, against one for every 1,293 across the U.S. Population estimates put the population change in the Cleveland area from 2020 to 2025 at −8.3%, against +3.1% for the U.S.
How the Cleveland area 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 and convenience 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.
| Measure | Cleveland area | Mississippi | U.S. |
|---|---|---|---|
| Listings per 10k households | 21.8 | 24.5 | 18.7 |
| Spending per listing | $2.3M | $2.3M | $3.4M |
| Households per official establishment | 917 | 1,439 | 1,293 |
| Official establishment growth, 2019–2023 | n/a | +23.8% | +7.2% |
| Population growth, 2020–2025 | −8.3% | −0.1% | +3.1% |
| Spending per household on groceries | $5,019 | $5,547 | $6,319 |
| Median household income | $39,585 | $56,447 | $80,734 |
| Groundwork market score | 18 | 16 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 13
- Employees, 2023
- 196
- Annual payroll, 2023
- $4.8M
- One-person businesses, 2023
- 7Businesses with no payroll
- Map listings, September 2026
- 269 chain locations
- Listings at the U.S. rate for this spending
- 18The 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 grocery and convenience stores in the Cleveland area, 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 the Cleveland area
- Population, 2025 estimate
- 28,262−8.3% since 2020
- Households
- 11,915
- Median age
- 39.0
- Homes lived in by their owners
- 63%
- Vehicles per household
- 1.6
- Land area
- 877 sq. mi.
- People per square mile
- 34
- Median household income
- $39,585+32.6% vs. 2015–2019, before inflation
- Average household income
- $60,985
- Median home value
- $130,000
- Jobs located here
- 10,627
- Daytime population
- 29,215Residents who don’t work, plus everyone whose job is here
Looking at a specific site in the Cleveland area?
These figures cover the whole small-town market. A site report draws rings around one address and counts what’s inside them: households, spending, jobs, and the grocery and convenience stores on map listings by name and distance.
Or open the report at the center of the Cleveland area. Signed out, you see a blurred preview; on an account, each report is one action.
Free10 actions over 3 days, no cardGrocery and convenience stores across Mississippi
Every Mississippi market ranked →The highest-scoring small-town markets in Mississippi for grocery and convenience stores, numbered among those based in Mississippi, with the Cleveland area marked.
Top small-town markets in Mississippi
| Market | Score | Listings | Per 10k households | Spending per listing | Population growth | U.S. rank |
|---|---|---|---|---|---|---|
| 1Starkville, MS | 57 | 45 | 17.4 | $3.1M | +0.8% | #211 of 538 |
| 2Picayune, MS | 55 | 62 | 28.3 | $2M | +5.6% | #243 of 538 |
| 3Oxford, MS | 50 | 66 | 27.5 | $2.1M | +5.3% | #286 of 538 |
| 4Brookhaven, MS | 40 | 41 | 31.2 | $1.7M | +0.5% | #388 of 538 |
| 5Vicksburg, MS | 38 | 56 | 33.4 | $1.7M | −6.3% | #401 of 538 |
| 6Corinth, MS | 36 | 29 | 20.1 | $2.7M | −0.5% | #410 of 538 |
| 7Tupelo, MS | 36 | 130 | 25.1 | $2.3M | +0.8% | #411 of 538 |
| 8Meridian, MS | 23 | 83 | 24.0 | $2.2M | −3.2% | #481 of 538 |
| 9Laurel, MS | 21 | 88 | 27.8 | $1.9M | −1.5% | #489 of 538 |
| 10Natchez, MS-LA | 19 | 68 | 32.8 | $1.6M | −0.9% | #499 of 538 |
| 11Cleveland, MS | 18 | 26 | 21.8 | $2.3M | −8.3% | #501 of 538 |
Other business types in the Cleveland area
Each with its Groundwork market score here, out of 100, where it has one.
Food and drink
Groceries and convenience
- Grocery and convenience stores18
- Grocery stores24
- Convenience stores23
Auto
Beauty and personal care
Fitness and classes
Health care
Child care
Clothing and laundry
Home services
Real estate
Funeral services
Questions
How many grocery and convenience stores are in the Cleveland, MS area?
There are 26 grocery and convenience stores on map listings in the Cleveland area as of September 2026. 9 of them (35%) are chain locations. The listings count grocery, convenience and specialty food stores. Official counts show 13 businesses with payroll classed as grocery and convenience stores in 2023. Another 7 one-person businesses have no payroll, by official counts.
How much do households in the Cleveland, MS area spend on groceries?
About $59.8M a year, or $5,019 per household. That is 21% below the U.S. average (an index of 79, where 100 is the U.S. average). Spread across the 26 grocery and convenience stores on map listings, it comes to $2.3M per store. It is estimated from the incomes of the 11,915 households in the Cleveland area and national spending patterns by income.
How does the Cleveland, MS area compare with the U.S. for grocery and convenience stores?
The Cleveland area has 21.8 grocery and convenience stores per 10,000 households, 17% above the U.S. rate of 18.7. Spending per store is $2.3M, 32% below the U.S. figure of $3.4M. At the national ratio of grocery and convenience stores to household spending, the Cleveland area would have about 18, against 26 on map listings. There is one business with payroll in the industry for every 917 households, against one for every 1,293 across the U.S.
How fast is the Cleveland, MS area growing?
Population estimates put the Cleveland area at 28,262 people in 2025, down 8.3% since 2020, against +3.1% for the U.S. It has 11,915 households. Median household income in the Cleveland area is $39,585, 51% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 32.6%, 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. A small-town market is a town of 10,000 to 50,000 people and the county or counties tied to it by commuting. 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 Cleveland area scores 18 for grocery and convenience stores (low), #501 of 538 scored small-town markets.
How can I see the market around a specific site?
Run a Groundwork site report on an address in the Cleveland area. It maps the grocery and convenience 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 and convenience stores · All 56 business types in the Cleveland area
Screening a site or an acquisition in the Cleveland area?
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 the Cleveland area. 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.