Groundwork

Clothing and laundry · Small-town market · Mississippi

Clothing and shoe stores in the Cleveland, MS area

How the Cleveland, MS area compares with other small-town markets and the U.S. for clothing and shoe stores: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 4 out of 100: Very low

Ranked #536 of 536 scored small-town markets
#17 of 17 scored small-town markets based in Mississippi

Listings
30
11 chain locations (37%)
Official establishments
20
Businesses with payroll, 2023
Household spending a year
$17.6M
On clothing, shoes and related services · $1,476 a household
Spending per listing
$586K
54% below the U.S.
Listings per 10k households
25.2
56% above the U.S.
Population, 2025
28,262
−8.3% since 2020

See the clothing and shoe stores around any address in the Cleveland area

The site report maps the clothing and shoe 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 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 Cleveland area scores 4 (very low) on the Groundwork market score for clothing and shoe stores, ranking #536 of 536 scored small-town markets and #17 of 17 scored small-town markets based in Mississippi. That puts it in the bottom quarter of small-town markets.

Households in the Cleveland area spend about $17.6M a year on clothing, shoes and related services, or $1,476 per household, 28% below the U.S. average. That is about $586K of household spending for each store on map listings, 54% below the U.S. figure of $1.3M. The spending figure covers all clothing, shoes and related services, not only clothing and shoe stores.

The Cleveland area has 30 clothing and shoe stores on map listings as of September 2026. Chain locations make up 37% of them, against 44% across the U.S. Per 10,000 households, that is 25.2, 56% above the U.S. rate of 16.2.

Official counts show 20 businesses with payroll classed as clothing and shoe stores in the Cleveland area in 2023. That is one for every 596 households, against one for every 1,273 across the U.S. Between 2020 and 2025, the population of the Cleveland area declined 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 clothing, shoes and related services by the clothing and shoe 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.

Clothing and shoe stores in Cleveland, MS area compared with Mississippi and the U.S.
MeasureCleveland areaMississippiU.S.
Listings per 10k households25.222.216.2
Spending per listing$586K$756K$1.3M
Households per official establishment5969411,273
Official establishment growth, 2019–2023n/a−6.7%−12.2%
Population growth, 2020–2025−8.3%−0.1%+3.1%
Spending per household on clothing, shoes and related services$1,476$1,677$2,055
Median household income$39,585$56,447$80,734
Groundwork market score44

Official counts and lending

Businesses

Official establishments, 2019 to 2023
20
Employees, 2023
132
Annual payroll, 2023
$2.1M
One-person businesses, 2023
44Businesses with no payroll
Map listings, September 2026
3011 chain locations
Listings at the U.S. rate for this spending
14The 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 clothing and shoe 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 clothing and shoe 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 card

Clothing and shoe stores across Mississippi

Every Mississippi market ranked →

The highest-scoring small-town markets in Mississippi for clothing and shoe stores, numbered among those based in Mississippi, with the Cleveland area marked.

Top small-town markets in Mississippi

Small-town markets in Mississippi ranked for clothing and shoe stores by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Picayune, MS602712.3$1.4M+5.6%#183 of 536
2Oxford, MS356426.6$678K+5.3%#409 of 536
3Starkville, MS275621.6$751K+0.8%#463 of 536
4Laurel, MS265417.1$941K−1.5%#468 of 536
5Brookhaven, MS222821.3$769K+0.5%#495 of 536
6Tupelo, MS2218435.5$482K+0.8%#502 of 536
7Natchez, MS-LA204421.2$719K−0.9%#506 of 536
8Vicksburg, MS184929.2$605K−6.3%#515 of 536
9Corinth, MS143624.9$629K−0.5%#523 of 536
10Greenwood, MS132517.3$874K−8.8%#525 of 536
17Cleveland, MS43025.2$586K−8.3%#536 of 536

Other business types in the Cleveland area

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

Questions

How many clothing and shoe stores are in the Cleveland, MS area?

Map listings as of September 2026 show 30 clothing and shoe stores in the Cleveland area. 11 of them (37%) are chain locations. The listings count clothing, shoe and accessory stores and boutiques. Official counts show 20 businesses with payroll classed as clothing and shoe stores in 2023. Another 44 one-person businesses have no payroll, by official counts.

How much do households in the Cleveland, MS area spend on clothing, shoes and related services?

About $17.6M a year, or $1,476 per household. That is 28% below the U.S. average (an index of 72, where 100 is the U.S. average). Spread across the 30 clothing and shoe stores on map listings, it comes to $586K per store. That spending covers all clothing, shoes and related services, which clothing and shoe stores share with other businesses in the trade. 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 clothing and shoe stores?

The Cleveland area has 25.2 clothing and shoe stores per 10,000 households, 56% above the U.S. rate of 16.2. Spending per store is $586K, 54% below the U.S. figure of $1.3M. At the U.S. ratio of clothing and shoe stores to household spending, the Cleveland area would have about 14, against 30 on map listings. There is one business with payroll in the industry for every 596 households, against one for every 1,273 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 4 for clothing and shoe stores (very low), #536 of 536 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 clothing and shoe 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 clothing and shoe 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.