Food and drink · County · Oklahoma
Coffee shops and cafes in McClain County, OK
The coffee shops and cafes in McClain County, OK, the household spending behind them and how the market ranks against other counties.
Groundwork market score · out of 100
Score 59 out of 100: Upper middle
Ranked #666 of 2,063 scored counties
#10 of 50 scored counties in Oklahoma
- Listings
- 20
- 4 chain locations (20%)
- Official establishments
- 9
- All snack and nonalcoholic beverage bars
- Household spending a year
- $65.1M
- On food away from home · $3,966 a household
- Spending per listing
- $3.3M
- 12% below the U.S.
- Listings per 10k households
- 12.2
- 11% above the U.S.
- Population, 2025
- 49,647
- +18.4% since 2020
See the coffee shops and cafes around any address in McClain 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 McClain County. Signed out, you see a blurred preview; on an account, each report is one action.
Free10 actions over 3 days, no cardSurvey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure
What this means
As of September 2026, map listings count 20 coffee shops and cafes in McClain County. Chain locations make up 20% of them, against 39% across the U.S. That is 12.2 per 10,000 households, 11% above the U.S. rate of 11.0.
Household spending on food away from home in McClain County comes to about $65.1M a year: $3,966 per household, 3% below the U.S. average. Spread across 20 coffee shops and cafes, that is $3.3M per cafe, 12% below the U.S. figure of $3.7M. That spending covers all food away from home, which coffee shops and cafes share with other businesses in the trade.
In 2023, official counts showed 9 businesses with payroll in McClain County classed as snack and nonalcoholic beverage bars. That is one for every 1,825 households, against one for every 1,518 across the U.S. 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 5 one-person businesses without payroll. Since fiscal 2022, 1 SBA-backed loan worth $511K has gone to businesses classed as snack and nonalcoholic beverage bars in McClain County.
Population estimates show McClain County grew 18.4% from 2020 to 2025, faster than the U.S. (+3.1%). For coffee shops and cafes, McClain County has a Groundwork market score of 59 (upper middle): #666 of 2,063 scored counties and #10 of 50 scored counties in Oklahoma.
How McClain 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.
| Measure | McClain County | Oklahoma | U.S. |
|---|---|---|---|
| Listings per 10k households | 12.2 | 10.5 | 11.0 |
| Spending per listing | $3.3M | $3.3M | $3.7M |
| Households per official establishment (all snack and nonalcoholic beverage bars) | 1,825 | 1,934 | 1,518 |
| Official establishment growth, 2019–2023 | n/a | +48.8% | +24.3% |
| Population growth, 2020–2025 | +18.4% | +4.0% | +3.1% |
| Spending per household on food away from home | $3,966 | $3,519 | $4,070 |
| Median household income | $84,552 | $65,039 | $80,734 |
| Groundwork market score | 59 | 49 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 4 → 9All snack and nonalcoholic beverage bars
- Employees, 2023
- 25
- Annual payroll, 2023
- $459K
- One-person businesses, 2023
- 5All snack and nonalcoholic beverage bars with no payroll
- Map listings, September 2026
- 204 chain locations
- Listings at the U.S. rate for this spending
- 18The U.S. ratio of listings to household spending, applied here
SBA-backed loans since fiscal 2022
- Loans
- 1
- Amount
- $511K
SBA-backed loans to businesses classed as snack and nonalcoholic beverage bars in McClain 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 McClain County
- Population, 2025 estimate
- 49,647+18.4% since 2020
- Households
- 16,421
- Median age
- 39.3
- Homes lived in by their owners
- 79%
- Vehicles per household
- 2.2
- Land area
- 571 sq. mi.
- People per square mile
- 79
- Median household income
- $84,552+25.0% vs. 2015–2019, before inflation
- Average household income
- $106,677
- Median home value
- $255,900
- Jobs located here
- 12,355
- Daytime population
- 38,533Residents who don’t work, plus everyone whose job is here
Looking at a specific site in McClain 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 McClain County. Signed out, you see a blurred preview; on an account, each report is one action.
Free10 actions over 3 days, no cardCoffee 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 McClain County marked.
Top counties in Oklahoma
| Market | Score | Listings | Per 10k households | Spending per listing | Population growth | U.S. rank |
|---|---|---|---|---|---|---|
| 1Rogers County, OK | 83 | 24 | 6.5 | $5.9M | +7.1% | #67 of 2,063 |
| 2Wagoner County, OK | 83 | 22 | 7.0 | $5.5M | +14.6% | #68 of 2,063 |
| 3Logan County, OK | 81 | 12 | 6.7 | $6M | +11.5% | #90 of 2,063 |
| 4Canadian County, OK | 79 | 46 | 7.9 | $5.1M | +20.4% | #124 of 2,063 |
| 5Stephens County, OK | 70 | 11 | 6.3 | $5.4M | +3.4% | #300 of 2,063 |
| 6Osage County, OK | 69 | 11 | 6.3 | $5.5M | +2.2% | #322 of 2,063 |
| 7Creek County, OK | 63 | 22 | 7.8 | $4.4M | +4.4% | #507 of 2,063 |
| 8Grady County, OK | 63 | 25 | 12.1 | $3.1M | +7.7% | #517 of 2,063 |
| 9Garvin County, OK | 62 | 7 | 6.9 | $4.7M | +2.8% | #534 of 2,063 |
| 10McClain County, OK | 59 | 20 | 12.2 | $3.3M | +18.4% | #666 of 2,063 |
Other business types in McClain County
Each with its Groundwork market score here, out of 100, where it has one.
Food and drink
- Restaurants and cafes61
- Sit-down restaurants69
- Fast food and sandwich shops46
- Pizza57
- Coffee shops and cafes59
- Bakeries and dessert shops57
Groceries and convenience
Auto
Beauty and personal care
Fitness and classes
Health care
Child care
Clothing and laundry
Home services
Real estate
Funeral services
Questions
How many coffee shops and cafes are in McClain County, OK?
McClain County has 20 coffee shops and cafes on map listings as of September 2026. 4 of them (20%) are chain locations. The listings count coffee, tea, juice and bubble tea shops, and cafes. Official counts show 9 businesses with payroll classed as snack and nonalcoholic beverage bars in 2023. That count covers all snack and nonalcoholic beverage bars (bakeries and dessert shops included), not only coffee shops and cafes. Another 5 one-person businesses have no payroll, by official counts.
How much do households in McClain County, OK spend on food away from home?
About $65.1M a year, or $3,966 per household. That is 3% below the U.S. average (an index of 97, where 100 is the U.S. average). Spread across the 20 coffee shops and cafes on map listings, it comes to $3.3M per cafe. The spending figure covers all food away from home, not only coffee shops and cafes. It is estimated from the incomes of the 16,421 households in McClain County and national spending patterns by income.
How does McClain County, OK compare with the U.S. for coffee shops and cafes?
McClain County has 12.2 coffee shops and cafes per 10,000 households, 11% above the U.S. rate of 11.0. Spending per cafe is $3.3M, 12% below the U.S. figure of $3.7M. At the national ratio of coffee shops and cafes to household spending, McClain County would have about 18, against 20 on map listings. There is one business with payroll in the industry for every 1,825 households, against one for every 1,518 across the U.S.
How fast is McClain County, OK growing?
Population estimates put McClain County at 49,647 people in 2025, up 18.4% since 2020, faster than the U.S. (+3.1%). It has 16,421 households. The median household income in McClain County is $84,552 a year, 5% above the U.S. median of $80,734. That rose 25.0% from the 2015–2019 survey, 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. McClain County scores 59 for coffee shops and cafes (upper middle), #666 of 2,063 scored counties.
How can I see the market around a specific site?
Run a Groundwork site report on an address in McClain 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 McClain County
Screening a site or an acquisition in McClain 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 McClain 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.