Groundwork

County profile · Mississippi

Clay County, MS market data

Population, household spending and competition for 56 business types in Clay County, each scored against other counties.

Population, 2025
18,238
−2.0% since 2020
Households
7,805
Median household income
$43,125
+35.5% vs. 2015–2019, before inflation
Median home value
$129,100
Jobs located here
7,035
Highest market score
60
Insurance agencies, #775 of 2,272 scored counties

A site report maps the competitors on map listings around any address in Clay County by name and distance, and the households and spending within reach. Or open the report at the center of Clay County. Signed out, you see a blurred preview; on an account, each report is one action.

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Survey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure

What this means

An estimated 18,238 people live in Clay County, in 7,805 households. Between 2020 and 2025, the population of Clay County declined 2.0%, against +3.1% for the U.S. The median household income in Clay County is $43,125 a year, 47% below the U.S. median of $80,734. That rose 35.5% from the 2015–2019 survey, before inflation.

Set against the U.S., households in Clay County spend the most on vehicle insurance (an index of 128, where 100 is the U.S. average) and the least on memberships, classes and admissions (44).

The highest Groundwork market scores in Clay County are for insurance agencies (60), home repair companies (53) and auto repair shops (52). Clay County ranks #775 of 2,272 scored counties for insurance agencies.

For its number of households, Clay County has the most map listings, relative to the U.S., for grocery and convenience stores (92% above the U.S. rate) and the fewest for real estate businesses (63% below the U.S. rate).

All 56 business types in Clay County

Highest Groundwork market score first. Each score compares Clay County with other counties for that business type, from 0 to 100. Spending per listing divides a whole spending line (all vehicle repairs, all eating out) by one type’s listings: the demand for each competitor, not a business’s revenue. Compare it across markets with its index, where 100 is the U.S. figure for the same type; the real estate types, whose line is all housing costs, show the index only. How the score works.

Every business type in Clay County, MS, highest Groundwork market score first, with its rank among counties, listings, listings per 10,000 households, spending per listing and official establishments
Business typeScoreRank among countiesListingsPer 10k householdsSpending per listingSpending per listing vs. U.S. (100)Official establishments
Insurance agencies60#775 of 2,2721012.8$2M1566
Home repair trades53#871 of 2,05756.4$3.5M1439
Auto repair shops52#1,083 of 2,3781215.4$569K1287
Real estate agents and brokers42#1,452 of 2,176810.2Index only222Under 3
Pet businesses38#1,596 of 2,200810.2$644K733
Hair salons38#1,715 of 2,3391012.8$537K125Under 3
Real estate37#1,764 of 2,2291114.1Index only203Under 3
Doctors, dentists and clinics35#1,885 of 2,3944355.1$159K1048
Sit-down restaurants33#1,924 of 2,4053848.7$578K878
Auto repair and car care32#1,941 of 2,4012532.0$273K10215
Clothing and shoe stores29#1,737 of 2,0871012.8$1.2M914
Gas stations29#1,982 of 2,3581316.7$1.8M7317
Restaurants and cafes27#2,133 of 2,4057798.7$285K7725
Coffee shops and cafes25#1,873 of 2,06367.7$3.7M99Under 3
Clothing, shoes and laundry22#2,031 of 2,2101417.9$824K947
Funeral homes19#1,406 of 1,47256.4$227K333
Salons, barbers and spas19#2,309 of 2,3852532.0$215K101Under 3
Fast food and sandwich shops14#2,159 of 2,2221823.1$1.2M4015
Bakeries and dessert shops12#1,874 of 1,88979.0$3.1M76Under 3
Convenience stores11#2,174 of 2,2611114.1$3.6M467
Grocery and convenience stores8#2,375 of 2,4022835.9$1.4M429
Grocery stores7#2,044 of 2,0701012.8$4M43Under 3
Nail salons3#1,326 of 1,328911.5$596K36Under 3
Physical therapy3#1,422 of 1,422810.2$853K36Under 3
Optometrists and eye careNot scoredNot scored45.1$1.7M54Under 3
PizzaNot scoredNot scored45.1$5.5M10815
Tire shopsNot scoredNot scored45.1$1.7M683
BarbershopsNot scoredNot scored33.8$1.8M95Under 3
Child care and preschoolsNot scoredNot scored33.8$724K724
Dentists and orthodontistsNot scoredNot scored33.8$2.3M2313
Gyms, studios and classesNot scoredNot scored33.8$1.1M172Under 3
HVAC and plumbingNot scoredNot scored33.8$5.8M1216
Primary care and pediatricsNot scoredNot scored33.8$2.3M1285
VeterinariansNot scoredNot scored33.8$1.7M633
Car washes and detailingNot scoredNot scored22.6$3.4MToo fewUnder 3
Dry cleanersNot scoredNot scored22.6$5.8MToo few3
GymsNot scoredNot scored22.6$1.7MToo fewUnder 3
Mortgage brokers and lendersNot scoredNot scored22.6Index onlyToo fewUnder 3
Oil change and quick lubeNot scoredNot scored22.6$3.4MToo fewUnder 3
Spas and skin careNot scoredNot scored22.6$2.7MToo fewUnder 3
ChiropractorsNot scoredNot scored11.3$6.8MToo fewUnder 3
ElectriciansNot scoredNot scored11.3$17.3MToo few3
LaundromatsNot scoredNot scored11.3$11.5MToo fewUnder 3
Martial arts and dance studiosNot scoredNot scored11.3$3.4MToo fewUnder 3
Pet grooming and boardingNot scoredNot scored11.3$5.1MToo fewUnder 3
Property managementNot scoredNot scored11.3Index onlyToo fewUnder 3
Roofing and guttersNot scoredNot scored11.3$17.3MToo fewUnder 3
Urgent care and walk-in clinicsNot scoredNot scored11.3$6.8MToo fewUnder 3
Collision repair and body shopsNot scoredNot scored00.0None listedNone listedUnder 3
Home inspectorsNot scoredNot scored00.0None listedNone listedUnder 3
House cleaningNot scoredNot scored00.0None listedNone listedUnder 3
Landscaping and lawn careNot scoredNot scored00.0None listedNone listed7
Lawn, cleaning and pest controlNot scoredNot scored00.0None listedNone listed7
Pest controlNot scoredNot scored00.0None listedNone listedUnder 3
Pet storesNot scoredNot scored00.0None listedNone listedUnder 3
Yoga, Pilates and fitness studiosNot scoredNot scored00.0None listedNone listedUnder 3

Household spending in Clay County

What households here spend in a year on each line, in total and per household, with the index against the U.S. average (100).

Annual household spending in Clay County, MS by line, per household, and against the U.S.
Spending lineA year, all householdsPer householdIndex vs. U.S. (100)
Vehicle maintenance and repairs$6.8M$87491
Gasoline and other fuels$22.8M$2,919112
Food away from home$22M$2,81369
Groceries$39.9M$5,11681
Personal care products and services$5.4M$68768
Child care and other personal services$2.2M$27848
Memberships, classes and admissions$3.4M$43744
Medical and dental services$6.8M$87568
Pets$5.1M$66073
Clothing, shoes and related services$11.5M$1,47872
Vehicle insurance$19.6M$2,507128
Home repairs, maintenance and insurance$17.3M$2,21873
Lawn care, cleaning and other household services$9.1M$1,16783
Rent and homeowner costs$96.7M$12,39274

Household spending is estimated from the incomes of the households in each neighborhood, using what households at each income spent nationally in 2024, adjusted for the region. It counts what residents spend, wherever they spend it.

Population and households in Clay County

Population, 2025 estimate
18,238−2.0% since 2020
Households
7,805
Median age
41.4
Homes lived in by their owners
71%
Vehicles per household
1.9
Land area
410 sq. mi.
People per square mile
45
Median household income
$43,125+35.5% vs. 2015–2019, before inflation
Average household income
$63,753
Median home value
$129,100
Jobs located here
7,035
Daytime population
17,349Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Clay 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 competitors on map listings by name and distance, for any of the 56 business types.

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

Free10 actions over 3 days, no card

Questions

How fast is Clay County, MS growing?

Population estimates put Clay County at 18,238 people in 2025, down 2.0% since 2020, against +3.1% for the U.S. It has 7,805 households. Against the 2015–2019 survey, median household income rose 35.5%, before inflation.

How much do households in Clay County, MS spend?

Households in Clay County spend about $96.7M a year on rent and homeowner costs, $39.9M on groceries and $22.8M on gasoline and other fuels. Relative to the U.S., household spending in Clay County runs highest on vehicle insurance (an index of 128, where 100 is the U.S. average) and lowest on memberships, classes and admissions (44).

Which business types have the highest market scores in Clay County, MS?

Of the business types scored in Clay County, insurance agencies (60), home repair companies (53) and auto repair shops (52) have the highest Groundwork market scores. For insurance agencies, that ranks #775 of 2,272 scored counties.

How does Clay County, MS compare with the U.S.?

Median household income in Clay County is $43,125, 47% below the U.S. median of $80,734. The population fell 2.0% from 2020 to 2025, against +3.1% for the U.S. The median home value is $129,100, against $332,700 for the U.S. Against the U.S., map listings per household run highest for grocery and convenience stores (92% above the U.S. rate) and lowest for real estate businesses (63% below the U.S. rate).

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. 24 of the 56 business types have a score in Clay County, each ranked against other counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Clay County. It maps the competitors 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.

All markets in Mississippi · Every U.S. market · How we measure

Screening a site or an acquisition in Clay 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 Clay 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.