Groundwork

County profile · Oklahoma

Coal County, OK market data

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

Population, 2025
5,436
+3.0% since 2020
Households
2,051
Median household income
$50,423
Median home value
$115,700
Jobs located here
1,339
Market scores
Not scored
Counties under 10,000 people aren’t given a market score, since a few businesses can swing their figures.

A site report maps the competitors on map listings around any address in Coal County by name and distance, and the households and spending within reach. Or open the report at the center of Coal County. 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

An estimated 5,436 people live in Coal County, in 2,051 households. Population estimates put the population change in Coal County from 2020 to 2025 at +3.0%, in step with the U.S. (+3.1%). The median household income in Coal County is $50,423 a year, 38% below the U.S. median of $80,734.

Set against the U.S., households in Coal County spend the most on vehicle insurance (an index of 127, where 100 is the U.S. average) and the least on memberships, classes and admissions (52).

Counties under 10,000 people aren’t given a market score, since a few businesses can swing their figures.

All 56 business types in Coal County

Counties under 10,000 people aren’t given a market score, since a few businesses can swing their figures. 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 Coal County, OK, listings, listings per 10,000 households, spending per listing and official establishments
Business typeListingsPer 10k householdsSpending per listingSpending per listing vs. U.S. (100)Official establishments
Restaurants and cafes1573.1$418K1137
Doctors, dentists and clinics629.3$319K209Under 3
Grocery and convenience stores629.3$1.8M543
Salons, barbers and spas629.3$253K119Under 3
Auto repair and car care524.4$357K1333
Fast food and sandwich shops524.4$1.3M413
Sit-down restaurants524.4$1.3M1893
Convenience stores419.5$2.7M35Under 3
Insurance agencies419.5$1.3M101Under 3
Auto repair shops314.6$595K134Under 3
Bakeries and dessert shops314.6$2.1M50Under 3
Clothing, shoes and laundry314.6$1.1M123Under 3
Gas stations314.6$2M825
Hair salons314.6$507K118Under 3
Barbershops29.8$760KToo fewUnder 3
Clothing and shoe stores29.8$1.6MToo fewUnder 3
Gyms29.8$526KToo fewUnder 3
Gyms, studios and classes29.8$526KToo fewUnder 3
Pet businesses29.8$732KToo fewUnder 3
Child care and preschools14.9$657KToo few3
Coffee shops and cafes14.9$6.3MToo fewUnder 3
Dentists and orthodontists14.9$1.9MToo fewUnder 3
Funeral homes14.9$330KToo fewUnder 3
Grocery stores14.9$11MToo few3
Laundromats14.9$3.3MToo fewUnder 3
Nail salons14.9$1.5MToo fewUnder 3
Physical therapy14.9$1.9MToo fewUnder 3
Pizza14.9$6.3MToo few3
Primary care and pediatrics14.9$1.9MToo fewUnder 3
Veterinarians14.9$1.5MToo fewUnder 3
Car washes and detailing00.0None listedNone listedUnder 3
Chiropractors00.0None listedNone listedUnder 3
Collision repair and body shops00.0None listedNone listedUnder 3
Dry cleaners00.0None listedNone listedUnder 3
Electricians00.0None listedNone listedUnder 3
Home inspectors00.0None listedNone listedUnder 3
Home repair trades00.0None listedNone listedUnder 3
House cleaning00.0None listedNone listedUnder 3
HVAC and plumbing00.0None listedNone listedUnder 3
Landscaping and lawn care00.0None listedNone listedUnder 3
Lawn, cleaning and pest control00.0None listedNone listedUnder 3
Martial arts and dance studios00.0None listedNone listedUnder 3
Mortgage brokers and lenders00.0None listedNone listedUnder 3
Oil change and quick lube00.0None listedNone listedUnder 3
Optometrists and eye care00.0None listedNone listedUnder 3
Pest control00.0None listedNone listedUnder 3
Pet grooming and boarding00.0None listedNone listedUnder 3
Pet stores00.0None listedNone listedUnder 3
Property management00.0None listedNone listedUnder 3
Real estate00.0None listedNone listedUnder 3
Real estate agents and brokers00.0None listedNone listedUnder 3
Roofing and gutters00.0None listedNone listedUnder 3
Spas and skin care00.0None listedNone listedUnder 3
Tire shops00.0None listedNone listedUnder 3
Urgent care and walk-in clinics00.0None listedNone listedUnder 3
Yoga, Pilates and fitness studios00.0None listedNone listedUnder 3

Household spending in Coal 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 Coal County, OK by line, per household, and against the U.S.
Spending lineA year, all householdsPer householdIndex vs. U.S. (100)
Vehicle maintenance and repairs$1.8M$87091
Gasoline and other fuels$5.9M$2,873111
Food away from home$6.3M$3,05975
Groceries$11M$5,34285
Personal care products and services$1.5M$74174
Child care and other personal services$657K$32055
Memberships, classes and admissions$1.1M$51352
Medical and dental services$1.9M$93472
Pets$1.5M$71378
Clothing, shoes and related services$3.3M$1,58677
Vehicle insurance$5.1M$2,477127
Home repairs, maintenance and insurance$4.9M$2,39179
Lawn care, cleaning and other household services$2.6M$1,25289
Rent and homeowner costs$26.8M$13,06278

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 Coal County

Population, 2025 estimate
5,436+3.0% since 2020
Households
2,051
Median age
41.1
Homes lived in by their owners
69%
Vehicles per household
1.9
Land area
517 sq. mi.
People per square mile
10
Median household income
$50,423
Average household income
$69,896
Median home value
$115,700
Jobs located here
1,339
Daytime population
4,561Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Coal 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 Coal 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 Coal County, OK growing?

Population estimates put Coal County at 5,436 people in 2025, up 3.0% since 2020, in step with the U.S. (+3.1%). It has 2,051 households.

How much do households in Coal County, OK spend?

Households in Coal County spend about $26.8M a year on rent and homeowner costs, $11M on groceries and $6.3M on food away from home. Relative to the U.S., household spending in Coal County runs highest on vehicle insurance (an index of 127, where 100 is the U.S. average) and lowest on memberships, classes and admissions (52).

Which business types have the highest market scores in Coal County, OK?

The score leaves out counties under 10,000 people, where a handful of businesses would swing it.

How does Coal County, OK compare with the U.S.?

Median household income in Coal County is $50,423, 38% below the U.S. median of $80,734. The population rose 3.0% from 2020 to 2025, against +3.1% for the U.S. The median home value is $115,700, against $332,700 for the U.S.

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. Markets with fewer than 5 map listings of the type, and counties under 10,000 people, aren’t scored, since a few businesses can swing their figures.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Coal 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 Oklahoma · Every U.S. market · How we measure

Screening a site or an acquisition in Coal 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 Coal 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.