Auto · Small-town market · Mississippi
Auto repair shops in the Cleveland, MS area
Competitor counts, household spending and official business counts for auto repair shops in the Cleveland, MS area, set against other small-town markets and the U.S.
Groundwork market score · out of 100
Score 54 out of 100: Upper middle
Ranked #229 of 538 scored small-town markets
#5 of 17 scored small-town markets based in Mississippi
- Listings
- 16
- 1 chain location (6%)
- Official establishments
- 8
- Businesses with payroll, 2023
- Household spending a year
- $8.9M
- On vehicle maintenance and repairs · $747 a household
- Spending per listing
- $556K
- 25% above the U.S.
- Listings per 10k households
- 13.4
- 38% below the U.S.
- Population, 2025
- 28,262
- −8.3% since 2020
See the auto repair shops around any address in the Cleveland area
The site report maps the auto repair shops 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
Household spending on vehicle maintenance and repairs in the Cleveland area comes to about $8.9M a year: $747 per household, 22% below the U.S. average. That is about $556K of household spending for each shop on map listings, 25% above the U.S. figure of $445K. The spending figure covers all vehicle maintenance and repairs, not only auto repair shops.
There are 16 auto repair shops on map listings in the Cleveland area as of September 2026. One of them (6%) is a chain location, against 16% across the U.S. That comes to 13.4 for every 10,000 households, 38% below the U.S. rate of 21.5.
Official counts show 8 businesses with payroll classed as mechanical, body and glass repair in the Cleveland area in 2023. That is one for every 1,489 households, against one for every 955 across the U.S. Another 40 one-person businesses have no payroll, by official counts.
Between 2020 and 2025, the population of the Cleveland area declined 8.3%, against +3.1% for the U.S. The Cleveland area scores 54 (upper middle) on the Groundwork market score for auto repair shops, ranking #229 of 538 scored small-town markets and #5 of 17 scored small-town markets based in Mississippi.
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 vehicle maintenance and repairs by the auto repair shops 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 | 13.4 | 20.9 | 21.5 |
| Spending per listing | $556K | $426K | $445K |
| Households per official establishment | 1,489 | 1,127 | 955 |
| Official establishment growth, 2019–2023 | n/a | +2.4% | +2.1% |
| Population growth, 2020–2025 | −8.3% | −0.1% | +3.1% |
| Spending per household on vehicle maintenance and repairs | $747 | $890 | $958 |
| Median household income | $39,585 | $56,447 | $80,734 |
| Groundwork market score | 54 | 37 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 8
- Employees, 2023
- 16
- Annual payroll, 2023
- $691K
- One-person businesses, 2023
- 40Businesses with no payroll
- Map listings, September 2026
- 161 chain location
- Listings at the U.S. rate for this spending
- 20The 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 mechanical, body and glass repair 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 auto repair shops 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 cardAuto repair shops across Mississippi
Every Mississippi market ranked →The highest-scoring small-town markets in Mississippi for auto repair shops, 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 | 71 | 26 | 10.0 | $878K | +0.8% | #62 of 538 |
| 2Oxford, MS | 65 | 53 | 22.0 | $416K | +5.3% | #116 of 538 |
| 3Picayune, MS | 60 | 52 | 23.8 | $403K | +5.6% | #172 of 538 |
| 4Greenwood, MS | 57 | 17 | 11.8 | $629K | −8.8% | #190 of 538 |
| 5Cleveland, MS | 54 | 16 | 13.4 | $556K | −8.3% | #229 of 538 |
| 6McComb, MS | 43 | 43 | 21.2 | $400K | −2.6% | #349 of 538 |
| 7Clarksdale, MS | 42 | 10 | 11.9 | $563K | −6.5% | #357 of 538 |
| 8Brookhaven, MS | 39 | 29 | 22.0 | $408K | +0.5% | #380 of 538 |
| 9Laurel, MS | 37 | 74 | 23.4 | $365K | −1.5% | #401 of 538 |
| 10Columbus, MS | 35 | 55 | 20.4 | $430K | −2.7% | #418 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
Auto
Beauty and personal care
Fitness and classes
Health care
Child care
Clothing and laundry
Home services
Real estate
Funeral services
Questions
How many auto repair shops are in the Cleveland, MS area?
As of September 2026, map listings count 16 auto repair shops in the Cleveland area. One of them (6%) is a chain location. The listings count general, specialty, body and glass repair shops. Official counts show 8 businesses with payroll classed as mechanical, body and glass repair in 2023. Official counts list 40 one-person businesses without payroll.
How much do households in the Cleveland, MS area spend on vehicle maintenance and repairs?
About $8.9M a year, or $747 per household. That is 22% below the U.S. average (an index of 78, where 100 is the U.S. average). Spread across the 16 auto repair shops on map listings, it comes to $556K per shop. That spending covers all vehicle maintenance and repairs, which auto repair shops 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 auto repair shops?
The Cleveland area has 13.4 auto repair shops per 10,000 households, 38% below the U.S. rate of 21.5. Spending per shop is $556K, 25% above the U.S. figure of $445K. At the U.S. ratio of auto repair shops to household spending, the Cleveland area would have about 20, against 16 on map listings. There is one business with payroll in the industry for every 1,489 households, against one for every 955 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 54 for auto repair shops (upper middle), #229 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 auto repair shops 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 auto repair shops · 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.