Food and drink · County · Oklahoma
Restaurants and cafes in Blaine County, OK
Competitor counts, household spending and official business counts for restaurants and cafes in Blaine 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
- 38
- 12 chain locations (32%)
- Official establishments
- 16
- Businesses with payroll, 2023
- Household spending a year
- $11.5M
- On food away from home · $3,413 a household
- Spending per listing
- $304K
- 18% below the U.S.
- Listings per 10k households
- 112.4
- 2% above the U.S.
- Population, 2025
- 8,515
- −2.2% since 2020
See the restaurants and cafes around any address in Blaine 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 Blaine 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
Household spending on food away from home in Blaine County comes to about $11.5M a year: $3,413 per household, 16% below the U.S. average. That works out to $304K per restaurant, 18% below the U.S. figure of $371K.
There are 38 restaurants and cafes on map listings in Blaine County as of September 2026. 12 of them (32%) are chain locations, against 34% across the U.S. Per 10,000 households, that is 112.4, 2% above the U.S. rate of 109.8.
The official count of businesses with payroll classed as restaurants and other eating places in Blaine County was 16 in 2023. That is one for every 211 households, against one for every 209 across the U.S. Another 5 one-person businesses have no payroll, by official counts.
Population estimates show Blaine County declined 2.2% from 2020 to 2025, against +3.1% for the U.S. Counties under 10,000 people aren’t given a market score, since a few businesses can swing their figures.
How Blaine 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 | Blaine County | Oklahoma | U.S. |
|---|---|---|---|
| Listings per 10k households | 112.4 | 107.6 | 109.8 |
| Spending per listing | $304K | $327K | $371K |
| Households per official establishment | 211 | 227 | 209 |
| Official establishment growth, 2019–2023 | n/a | +5.3% | +6.0% |
| Population growth, 2020–2025 | −2.2% | +4.0% | +3.1% |
| Spending per household on food away from home | $3,413 | $3,519 | $4,070 |
| Median household income | $61,642 | $65,039 | $80,734 |
| Groundwork market score | Not scored | 36 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 18 → 16
- Employees, 2023
- 123
- Annual payroll, 2023
- $1.4M
- One-person businesses, 2023
- 5Businesses with no payroll
- Map listings, September 2026
- 3812 chain locations
- Listings at the U.S. rate for this spending
- 31The 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 restaurants and other eating places in Blaine 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 Blaine County
- Population, 2025 estimate
- 8,515−2.2% since 2020
- Households
- 3,381
- Median age
- 41.6
- Homes lived in by their owners
- 73%
- Vehicles per household
- 2.1
- Land area
- 929 sq. mi.
- People per square mile
- 9
- Median household income
- $61,642
- Average household income
- $81,495
- Median home value
- $126,900
- Jobs located here
- 2,512
- Daytime population
- 6,981Residents who don’t work, plus everyone whose job is here
Looking at a specific site in Blaine 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 Blaine 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 Blaine 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 |
| Blaine County, OK | Not scored | 38 | 112.4 | $304K | −2.2% |
Other business types in Blaine County
None has a Groundwork market score here. Counties under 10,000 people aren’t scored, since a few businesses can swing their figures.
Food and drink
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 Blaine County, OK?
As of September 2026, map listings count 38 restaurants and cafes in Blaine County. 12 of them (32%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 16 businesses with payroll classed as restaurants and other eating places in 2023. Official counts list 5 one-person businesses without payroll.
How much do households in Blaine County, OK spend on food away from home?
About $11.5M a year, or $3,413 per household. That is 16% below the U.S. average (an index of 84, where 100 is the U.S. average). Spread across the 38 restaurants and cafes on map listings, it comes to $304K per restaurant. It is estimated from the incomes of the 3,381 households in Blaine County and national spending patterns by income.
How does Blaine County, OK compare with the U.S. for restaurants and cafes?
Blaine County has 112.4 restaurants and cafes per 10,000 households, 2% above the U.S. rate of 109.8. Spending per restaurant is $304K, 18% below the U.S. figure of $371K. At the U.S. ratio of restaurants and cafes to household spending, Blaine County would have about 31, against 38 on map listings. There is one business with payroll in the industry for every 211 households, against one for every 209 across the U.S.
How fast is Blaine County, OK growing?
Population estimates put Blaine County at 8,515 people in 2025, down 2.2% since 2020, against +3.1% for the U.S. It has 3,381 households. Median household income in Blaine County is $61,642, 24% 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 Blaine 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 Blaine County
Screening a site or an acquisition in Blaine 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 Blaine 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.