Groundwork

Food and drink · County · Oklahoma

Restaurants and cafes in Carter County, OK

How Carter County, OK compares with other counties and the U.S. for restaurants and cafes: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 24 out of 100: Low

Ranked #2,215 of 2,405 scored counties
#50 of 57 scored counties in Oklahoma

Listings
240
118 chain locations (49%)
Official establishments
95
+9.2% since 2019
Household spending a year
$64M
On food away from home · $3,361 a household
Spending per listing
$267K
28% below the U.S.
Listings per 10k households
126.0
15% above the U.S.
Population, 2025
48,910
+1.8% since 2020

See the restaurants and cafes around any address in Carter County

The site report maps the restaurants and cafes 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 Carter 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

The Groundwork market score for restaurants and cafes in Carter County is 24 (low), #2,215 of 2,405 scored counties and #50 of 57 scored counties in Oklahoma. That puts it in the bottom quarter of counties.

Household spending on food away from home in Carter County comes to about $64M a year: $3,361 per household, 17% below the U.S. average. Spread across 240 restaurants and cafes, that is $267K per restaurant, 28% below the U.S. figure of $371K.

There are 240 restaurants and cafes on map listings in Carter County as of September 2026. Of those, 118 are chain locations, or 49%, against 34% across the U.S. Per 10,000 households, that is 126.0, 15% above the U.S. rate of 109.8.

The official count of businesses with payroll classed as restaurants and other eating places in Carter County was 95 in 2023, up 9.2% from 2019. That is one for every 200 households, against one for every 209 across the U.S. Since fiscal 2022, 2 SBA-backed loans worth $2.7M have gone to businesses classed as restaurants and other eating places in Carter County. Between 2020 and 2025, the population of Carter County grew 1.8%, slower than the U.S. (+3.1%).

How Carter 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 restaurants and cafes counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Restaurants and cafes in Carter County, OK compared with Oklahoma and the U.S.
MeasureCarter CountyOklahomaU.S.
Listings per 10k households126.0107.6109.8
Spending per listing$267K$327K$371K
Households per official establishment200227209
Official establishment growth, 2019–2023+9.2%+5.3%+6.0%
Population growth, 2020–2025+1.8%+4.0%+3.1%
Spending per household on food away from home$3,361$3,519$4,070
Median household income$60,723$65,039$80,734
Groundwork market score2436

Official counts and lending

Businesses

Official establishments, 2019 to 2023
87 → 95+9.2% over the period
Employees, 2023
2,595
Annual payroll, 2023
$49.5M
One-person businesses, 2023
16Businesses with no payroll
Map listings, September 2026
240118 chain locations
Listings at the U.S. rate for this spending
173The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
2
Amount
$2.7M

SBA-backed loans to businesses classed as restaurants and other eating places in Carter 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.

Population and households in Carter County

Population, 2025 estimate
48,910+1.8% since 2020
Households
19,046
Median age
38.5
Homes lived in by their owners
67%
Vehicles per household
1.9
Land area
822 sq. mi.
People per square mile
59
Median household income
$60,723+18.1% vs. 2015–2019, before inflation
Average household income
$83,415
Median home value
$168,500
Jobs located here
23,303
Daytime population
50,671Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Carter 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 restaurants and cafes on map listings by name and distance.

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

Free10 actions over 3 days, no card

Restaurants and cafes across Oklahoma

Every Oklahoma market ranked →

The highest-scoring counties in Oklahoma for restaurants and cafes, numbered among those based in Oklahoma, with Carter County marked.

Top counties in Oklahoma

Counties in Oklahoma ranked for restaurants and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Rogers County, OK8721558.6$663K+7.1%#43 of 2,405
2Wagoner County, OK8722973.0$529K+14.6%#47 of 2,405
3Logan County, OK8614983.5$482K+11.5%#56 of 2,405
4Grady County, OK7914871.5$520K+7.7%#154 of 2,405
5Canadian County, OK7947080.7$501K+20.4%#155 of 2,405
6Washita County, OK712048.4$683K−0.2%#357 of 2,405
7Creek County, OK7119970.5$485K+4.4%#375 of 2,405
8Osage County, OK7112571.9$485K+2.2%#376 of 2,405
9Lincoln County, OK6510479.1$425K+5.3%#574 of 2,405
10McClain County, OK61167101.7$390K+18.4%#733 of 2,405
50Carter County, OK24240126.0$267K+1.8%#2,215 of 2,405

Other business types in Carter County

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

Questions

How many restaurants and cafes are in Carter County, OK?

As of September 2026, map listings count 240 restaurants and cafes in Carter County. 118 of them (49%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 95 businesses with payroll classed as restaurants and other eating places in 2023, up 9.2% from 2019. Official counts also show 16 one-person businesses without payroll.

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

About $64M a year, or $3,361 per household. That is 17% below the U.S. average (an index of 83, where 100 is the U.S. average). Spread across the 240 restaurants and cafes on map listings, it comes to $267K per restaurant. It is estimated from the incomes of the 19,046 households in Carter County and national spending patterns by income.

How does Carter County, OK compare with the U.S. for restaurants and cafes?

Carter County has 126.0 restaurants and cafes per 10,000 households, 15% above the U.S. rate of 109.8. Spending per restaurant is $267K, 28% below the U.S. figure of $371K. At the U.S. ratio of restaurants and cafes to household spending, Carter County would have about 173, against 240 on map listings. There is one business with payroll in the industry for every 200 households, against one for every 209 across the U.S. The official count rose 9.2% from 2019 to 2023, against +6.0% for the U.S.

How fast is Carter County, OK growing?

Population estimates put Carter County at 48,910 people in 2025, up 1.8% since 2020, slower than the U.S. (+3.1%). It has 19,046 households. Median household income in Carter County is $60,723, 25% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 18.1%, 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. Carter County scores 24 for restaurants and cafes (low), #2,215 of 2,405 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Carter County. It maps the restaurants and cafes 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 restaurants and cafes · All 56 business types in Carter County

Screening a site or an acquisition in Carter 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 Carter 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.