Food and drink · County · Oklahoma
Restaurants and cafes in McClain County, OK
The restaurants 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 61 out of 100: Upper middle
Ranked #733 of 2,405 scored counties
#10 of 57 scored counties in Oklahoma
- Listings
- 167
- 83 chain locations (50%)
- Official establishments
- 74
- +23.3% since 2019
- Household spending a year
- $65.1M
- On food away from home · $3,966 a household
- Spending per listing
- $390K
- 5% above the U.S.
- Listings per 10k households
- 101.7
- 7% below the U.S.
- Population, 2025
- 49,647
- +18.4% since 2020
See the restaurants and cafes around any address in McClain 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 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
Map listings as of September 2026 show 167 restaurants and cafes in McClain County. 83 of them (50%) are chain locations, against 34% across the U.S. That is 101.7 per 10,000 households, 7% below the U.S. rate of 109.8.
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. That works out to $390K per restaurant, 5% above the U.S. figure of $371K.
The official count of businesses with payroll classed as restaurants and other eating places in McClain County was 74 in 2023, up 23.3% from 2019. That is one for every 222 households, against one for every 209 across the U.S. Official counts also show 11 one-person businesses without payroll. Since fiscal 2022, 2 SBA-backed loans worth $945K have gone to businesses classed as restaurants and other eating places in McClain County.
Population estimates put the population change in McClain County from 2020 to 2025 at +18.4%, faster than the U.S. (+3.1%). For restaurants and cafes, McClain County has a Groundwork market score of 61 (upper middle): #733 of 2,405 scored counties and #10 of 57 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 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.
| Measure | McClain County | Oklahoma | U.S. |
|---|---|---|---|
| Listings per 10k households | 101.7 | 107.6 | 109.8 |
| Spending per listing | $390K | $327K | $371K |
| Households per official establishment | 222 | 227 | 209 |
| Official establishment growth, 2019–2023 | +23.3% | +5.3% | +6.0% |
| 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 | 61 | 36 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 60 → 74+23.3% over the period
- Employees, 2023
- 1,121
- Annual payroll, 2023
- $21.5M
- One-person businesses, 2023
- 11Businesses with no payroll
- Map listings, September 2026
- 16783 chain locations
- Listings at the U.S. rate for this spending
- 176The U.S. ratio of listings to household spending, applied here
SBA-backed loans since fiscal 2022
- Loans
- 2
- Amount
- $945K
SBA-backed loans to businesses classed as restaurants and other eating places 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.
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 restaurants 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 cardRestaurants 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 McClain County marked.
Top counties in Oklahoma
| Market | Score | Listings | Per 10k households | Spending per listing | Population growth | U.S. rank |
|---|---|---|---|---|---|---|
| 1Rogers County, OK | 87 | 215 | 58.6 | $663K | +7.1% | #43 of 2,405 |
| 2Wagoner County, OK | 87 | 229 | 73.0 | $529K | +14.6% | #47 of 2,405 |
| 3Logan County, OK | 86 | 149 | 83.5 | $482K | +11.5% | #56 of 2,405 |
| 4Grady County, OK | 79 | 148 | 71.5 | $520K | +7.7% | #154 of 2,405 |
| 5Canadian County, OK | 79 | 470 | 80.7 | $501K | +20.4% | #155 of 2,405 |
| 6Washita County, OK | 71 | 20 | 48.4 | $683K | −0.2% | #357 of 2,405 |
| 7Creek County, OK | 71 | 199 | 70.5 | $485K | +4.4% | #375 of 2,405 |
| 8Osage County, OK | 71 | 125 | 71.9 | $485K | +2.2% | #376 of 2,405 |
| 9Lincoln County, OK | 65 | 104 | 79.1 | $425K | +5.3% | #574 of 2,405 |
| 10McClain County, OK | 61 | 167 | 101.7 | $390K | +18.4% | #733 of 2,405 |
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 restaurants and cafes are in McClain County, OK?
There are 167 restaurants and cafes on map listings in McClain County as of September 2026. 83 of them (50%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 74 businesses with payroll classed as restaurants and other eating places in 2023, up 23.3% from 2019. Another 11 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 167 restaurants and cafes on map listings, it comes to $390K per restaurant. 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 restaurants and cafes?
McClain County has 101.7 restaurants and cafes per 10,000 households, 7% below the U.S. rate of 109.8. Spending per restaurant is $390K, 5% above the U.S. figure of $371K. At the national ratio of restaurants and cafes to household spending, McClain County would have about 176, against 167 on map listings. There is one business with payroll in the industry for every 222 households, against one for every 209 across the U.S. The official count rose 23.3% from 2019 to 2023, against +6.0% for 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 61 for restaurants and cafes (upper middle), #733 of 2,405 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 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 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.