Groundwork

Auto · County · Louisiana

Auto repair shops in Claiborne Parish, LA

The auto repair shops in Claiborne Parish, LA, the household spending behind them and how the market ranks against other counties.

Groundwork market score · out of 100

Score 43 out of 100: Lower middle

Ranked #1,507 of 2,378 scored counties
#27 of 54 scored counties in Louisiana

Listings
5
0 chain locations (0%)
Official establishments
n/a
Fewer than 3, or not published
Household spending a year
$3.4M
On vehicle maintenance and repairs · $651 a household
Spending per listing
$672K
51% above the U.S.
Listings per 10k households
9.7
55% below the U.S.
Population, 2025
13,354
−5.3% since 2020

See the auto repair shops around any address in Claiborne Parish

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 Claiborne Parish. 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 5 auto repair shops in Claiborne Parish. None of them are chain locations, against 16% across the U.S. Per 10,000 households, that is 9.7, 55% below the U.S. rate of 21.5.

At $651 per household (32% below the U.S. average), households in Claiborne Parish spend about $3.4M a year on vehicle maintenance and repairs. That works out to $672K per shop, 51% above the U.S. figure of $445K. That spending covers all vehicle maintenance and repairs, which auto repair shops share with other businesses in the trade.

There is no official count of businesses with payroll classed as mechanical, body and glass repair in Claiborne Parish: counts under 3 aren’t published. Official counts also show 11 one-person businesses without payroll.

Population estimates put the population change in Claiborne Parish from 2020 to 2025 at −5.3%, against +3.1% for the U.S. The Groundwork market score for auto repair shops in Claiborne Parish is 43 (lower middle), #1,507 of 2,378 scored counties and #27 of 54 scored counties in Louisiana.

How Claiborne Parish compares

The same measures for Louisiana 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.

Auto repair shops in Claiborne Parish, LA compared with Louisiana and the U.S.
MeasureClaiborne ParishLouisianaU.S.
Listings per 10k households9.721.421.5
Spending per listing$672K$374K$445K
Households per official establishmentn/a1,164955
Official establishment growth, 2019–2023n/a+2.7%+2.1%
Population growth, 2020–2025−5.3%−0.7%+3.1%
Spending per household on vehicle maintenance and repairs$651$802$958
Median household income$32,831$60,756$80,734
Groundwork market score4329

Official counts and lending

Businesses

Official establishments, 2019 to 2023
n/a
Employees, 2023
n/a
Annual payroll, 2023
n/a
One-person businesses, 2023
11Businesses with no payroll
Map listings, September 2026
50 chain locations
Listings at the U.S. rate for this spending
8The 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 Claiborne Parish, 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 Claiborne Parish

Population, 2025 estimate
13,354−5.3% since 2020
Households
5,155
Median age
42.7
Homes lived in by their owners
69%
Vehicles per household
1.4
Land area
755 sq. mi.
People per square mile
18
Median household income
$32,831+22.6% vs. 2015–2019, before inflation
Average household income
$51,546
Median home value
$82,100
Jobs located here
2,994
Daytime population
11,480Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Claiborne Parish?

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 auto repair shops on map listings by name and distance.

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

Free10 actions over 3 days, no card

Auto repair shops across Louisiana

Every Louisiana market ranked →

The highest-scoring counties in Louisiana for auto repair shops, numbered among those based in Louisiana, with Claiborne Parish marked.

Top counties in Louisiana

Counties in Louisiana ranked for auto repair shops by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Livingston Parish, LA679617.9$512K+8.5%#473 of 2,378
2East Feliciana Parish, LA66710.9$864K−2.8%#482 of 2,378
3Grant Parish, LA641216.1$565K−0.3%#560 of 2,378
4Jackson Parish, LA61916.1$474K+5.6%#696 of 2,378
5St. Charles Parish, LA573016.1$591K−3.7%#837 of 2,378
6Orleans Parish, LA551519.7$627K−5.5%#932 of 2,378
7De Soto Parish, LA551615.2$563K+2.0%#935 of 2,378
8Evangeline Parish, LA551713.5$549K−1.0%#937 of 2,378
9Bossier Parish, LA559518.7$460K+2.5%#959 of 2,378
10Ascension Parish, LA5511023.1$429K+6.4%#971 of 2,378
27Claiborne Parish, LA4359.7$672K−5.3%#1,507 of 2,378

Other business types in Claiborne Parish

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

Questions

How many auto repair shops are in Claiborne Parish, LA?

Claiborne Parish has 5 auto repair shops on map listings as of September 2026. None of them are chain locations. The listings count general, specialty, body and glass repair shops. No official count is published for mechanical, body and glass repair in Claiborne Parish: counts under 3 are left out. Official counts list 11 one-person businesses without payroll.

How much do households in Claiborne Parish, LA spend on vehicle maintenance and repairs?

About $3.4M a year, or $651 per household. That is 32% below the U.S. average (an index of 68, where 100 is the U.S. average). Spread across the 5 auto repair shops on map listings, it comes to $672K per shop. The spending figure covers all vehicle maintenance and repairs, not only auto repair shops. It is estimated from the incomes of the 5,155 households in Claiborne Parish and national spending patterns by income.

How does Claiborne Parish, LA compare with the U.S. for auto repair shops?

Claiborne Parish has 9.7 auto repair shops per 10,000 households, 55% below the U.S. rate of 21.5. Spending per shop is $672K, 51% above the U.S. figure of $445K. At the national ratio of auto repair shops to household spending, Claiborne Parish would have about 8, against 5 on map listings.

How fast is Claiborne Parish, LA growing?

Population estimates put Claiborne Parish at 13,354 people in 2025, down 5.3% since 2020, against +3.1% for the U.S. It has 5,155 households. The median household income in Claiborne Parish is $32,831 a year, 59% below the U.S. median of $80,734. That rose 22.6% from the 2015–2019 survey, 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. Claiborne Parish scores 43 for auto repair shops (lower middle), #1,507 of 2,378 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Claiborne Parish. 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 Claiborne Parish

Screening a site or an acquisition in Claiborne Parish?

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 Claiborne Parish. 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.