Groundwork

Food and drink · County · Oklahoma

Coffee shops and cafes in Carter County, OK

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

Groundwork market score · out of 100

Score 45 out of 100: Lower middle

Ranked #1,226 of 2,063 scored counties
#20 of 50 scored counties in Oklahoma

Listings
24
8 chain locations (33%)
Official establishments
5
All snack and nonalcoholic beverage bars
Household spending a year
$64M
On food away from home · $3,361 a household
Spending per listing
$2.7M
28% below the U.S.
Listings per 10k households
12.6
15% above the U.S.
Population, 2025
48,910
+1.8% since 2020

See the coffee shops and cafes around any address in Carter County

The site report maps the coffee shops 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.

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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

At $3,361 per household (17% below the U.S. average), households in Carter County spend about $64M a year on food away from home. Spread across 24 coffee shops and cafes, that is $2.7M per cafe, 28% below the U.S. figure of $3.7M. The spending figure covers all food away from home, not only coffee shops and cafes.

Carter County has 24 coffee shops and cafes on map listings as of September 2026. Of those, 8 are chain locations, or 33%, against 39% across the U.S. Per 10,000 households, that is 12.6, 15% above the U.S. rate of 11.0.

Official counts show 5 businesses with payroll classed as snack and nonalcoholic beverage bars in Carter County in 2023. That is one for every 3,809 households, against one for every 1,518 across the U.S. That count covers all snack and nonalcoholic beverage bars (bakeries and dessert shops included), not only coffee shops and cafes. Official counts list 6 one-person businesses without payroll.

Population estimates put the population change in Carter County from 2020 to 2025 at +1.8%, slower than the U.S. (+3.1%). For coffee shops and cafes, Carter County has a Groundwork market score of 45 (lower middle): #1,226 of 2,063 scored counties and #20 of 50 scored counties in Oklahoma.

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 coffee shops 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.

Coffee shops and cafes in Carter County, OK compared with Oklahoma and the U.S.
MeasureCarter CountyOklahomaU.S.
Listings per 10k households12.610.511.0
Spending per listing$2.7M$3.3M$3.7M
Households per official establishment (all snack and nonalcoholic beverage bars)3,8091,9341,518
Official establishment growth, 2019–2023n/a+48.8%+24.3%
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 score4549

Official counts and lending

Businesses

Official establishments, 2019 to 2023
5 → 5All snack and nonalcoholic beverage bars
Employees, 2023
72
Annual payroll, 2023
$1.5M
One-person businesses, 2023
6All snack and nonalcoholic beverage bars with no payroll
Map listings, September 2026
248 chain locations
Listings at the U.S. rate for this spending
17The 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 snack and nonalcoholic beverage bars 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. These official figures cover all snack and nonalcoholic beverage bars, not only coffee shops and cafes.

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 coffee shops 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.

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Coffee shops and cafes across Oklahoma

Every Oklahoma market ranked →

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

Top counties in Oklahoma

Counties in Oklahoma ranked for coffee shops and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Rogers County, OK83246.5$5.9M+7.1%#67 of 2,063
2Wagoner County, OK83227.0$5.5M+14.6%#68 of 2,063
3Logan County, OK81126.7$6M+11.5%#90 of 2,063
4Canadian County, OK79467.9$5.1M+20.4%#124 of 2,063
5Stephens County, OK70116.3$5.4M+3.4%#300 of 2,063
6Osage County, OK69116.3$5.5M+2.2%#322 of 2,063
7Creek County, OK63227.8$4.4M+4.4%#507 of 2,063
8Grady County, OK632512.1$3.1M+7.7%#517 of 2,063
9Garvin County, OK6276.9$4.7M+2.8%#534 of 2,063
10McClain County, OK592012.2$3.3M+18.4%#666 of 2,063
20Carter County, OK452412.6$2.7M+1.8%#1,226 of 2,063

Other business types in Carter County

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

Questions

How many coffee shops and cafes are in Carter County, OK?

Map listings as of September 2026 show 24 coffee shops and cafes in Carter County. 8 of them (33%) are chain locations. The listings count coffee, tea, juice and bubble tea shops, and cafes. Official counts show 5 businesses with payroll classed as snack and nonalcoholic beverage bars in 2023. The official count takes in all snack and nonalcoholic beverage bars, not only coffee shops and cafes: bakeries and dessert shops are counted too. Official counts also show 6 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 24 coffee shops and cafes on map listings, it comes to $2.7M per cafe. That spending covers all food away from home, which coffee shops and cafes share with other businesses in the trade. 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 coffee shops and cafes?

Carter County has 12.6 coffee shops and cafes per 10,000 households, 15% above the U.S. rate of 11.0. Spending per cafe is $2.7M, 28% below the U.S. figure of $3.7M. At the U.S. ratio of coffee shops and cafes to household spending, Carter County would have about 17, against 24 on map listings. There is one business with payroll in the industry for every 3,809 households, against one for every 1,518 across 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 45 for coffee shops and cafes (lower middle), #1,226 of 2,063 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 coffee shops 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 coffee shops 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.