Groundwork

Food and drink · County · Oklahoma

Pizza places in Coal County, OK

Competitor counts, household spending and official business counts for pizza places in Coal County, OK, set against other counties and the U.S.

Groundwork market score

Not scored

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

Listings
1
1 chain location (100%)
Official establishments
3
All limited-service restaurants
Household spending a year
$6.3M
On food away from home · $3,059 a household
Spending per listing
$6.3M
Too few listings to compare
Listings per 10k households
4.9
Too few listings to compare
Population, 2025
5,436
+3.0% since 2020

See the pizza places around any address in Coal County

The site report maps the pizza places 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 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

Map listings as of September 2026 show 1 pizza place in Coal County. That is 4.9 per 10,000 households.

Households in Coal County spend about $6.3M a year on food away from home, or $3,059 per household, 25% below the U.S. average. That works out to $6.3M per pizza place. That spending covers all food away from home, which pizza places share with other businesses in the trade.

The official count of businesses with payroll classed as limited-service restaurants in Coal County was 3 in 2023. That is one for every 684 households, against one for every 478 across the U.S. The official count takes in all limited-service restaurants, not only pizza places: fast food and sandwich shops are counted too.

Population estimates put the population change in Coal County from 2020 to 2025 at +3.0%, in step with the U.S. (+3.1%). Counties under 10,000 people aren’t given a market score, since a few businesses can swing their figures.

How Coal County compares

The same measures for Oklahoma and the whole U.S. Spending per listing divides a year of household spending on all food away from home by the pizza places counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Pizza in Coal County, OK compared with Oklahoma and the U.S.
MeasureCoal CountyOklahomaU.S.
Listings per 10k households4.98.68.0
Spending per listing$6.3M$4.1M$5.1M
Households per official establishment (all limited-service restaurants)684517478
Official establishment growth, 2019–2023n/a+0.5%+6.1%
Population growth, 2020–2025+3.0%+4.0%+3.1%
Spending per household on food away from home$3,059$3,519$4,070
Median household income$50,423$65,039$80,734
Groundwork market scoreNot scored40

Official counts and lending

Businesses

Official establishments, 2019 to 2023
3All limited-service restaurants
Employees, 2023
31
Annual payroll, 2023
$562K
One-person businesses, 2023
0All limited-service restaurants with no payroll
Map listings, September 2026
11 chain location
Listings at the U.S. rate for this spending
1The 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 limited-service restaurants in Coal County, 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. These official figures cover all limited-service restaurants, not only pizza places.

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 pizza places on map listings by name and distance.

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

The highest-scoring counties in Oklahoma for pizza places, numbered among those based in Oklahoma, with Coal County marked.

Top counties in Oklahoma

Counties in Oklahoma ranked for pizza places by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Wagoner County, OK87196.1$6.4M+14.6%#26 of 2,090
2Rogers County, OK86184.9$7.9M+7.1%#29 of 2,090
3Logan County, OK81158.4$4.8M+11.5%#77 of 2,090
4Grady County, OK74146.8$5.5M+7.7%#199 of 2,090
5Creek County, OK70176.0$5.7M+4.4%#311 of 2,090
6Canadian County, OK68518.8$4.6M+20.4%#376 of 2,090
7Osage County, OK60148.1$4.3M+2.2%#654 of 2,090
8Cleveland County, OK58877.4$5.1M+2.6%#721 of 2,090
9McClain County, OK57169.7$4.1M+18.4%#761 of 2,090
10Delaware County, OK57148.2$4M+3.8%#765 of 2,090
Coal County, OKNot scored14.9$6.3M+3.0%

Other business types in Coal County

None has a Groundwork market score here. Counties under 10,000 people aren’t scored, since a few businesses can swing their figures.

Questions

How many pizza places are in Coal County, OK?

There is 1 pizza place on map listings in Coal County as of September 2026. The listings count pizza restaurants. Official counts show 3 businesses with payroll classed as limited-service restaurants in 2023. That count covers all limited-service restaurants (fast food and sandwich shops included), not only pizza places.

How much do households in Coal County, OK spend on food away from home?

About $6.3M a year, or $3,059 per household. That is 25% below the U.S. average (an index of 75, where 100 is the U.S. average). Spread across the 1 pizza place on map listings, it comes to $6.3M per pizza place. The spending figure covers all food away from home, not only pizza places. It is estimated from the incomes of the 2,051 households in Coal County and national spending patterns by income.

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

Coal County has 1 pizza place on map listings, too few for a steady comparison with the U.S. rate. The count on map listings matches the U.S. ratio of pizza places to household spending. There is one business with payroll in the industry for every 684 households, against one for every 478 across the U.S.

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. The median household income in Coal County is $50,423 a year, 38% below the U.S. median of $80,734.

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

How can I see the market around a specific site?

Run a Groundwork site report on an address in Coal County. It maps the pizza places 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 pizza places · All 56 business types in Coal County

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.