Groundwork

Food and drink · County · Oklahoma

Coffee shops and cafes in Blaine County, OK

How Blaine 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

Not scored

Counties under 10,000 people aren’t scored, since a few businesses can swing their figures.

Listings
5
1 chain location (20%)
Official establishments
n/a
Fewer than 3, or not published
Household spending a year
$11.5M
On food away from home · $3,413 a household
Spending per listing
$2.3M
38% below the U.S.
Listings per 10k households
14.8
35% above the U.S.
Population, 2025
8,515
−2.2% since 2020

See the coffee shops and cafes around any address in Blaine 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 Blaine 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

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 $2.3M per cafe, 38% below the U.S. figure of $3.7M. The spending figure covers all food away from home, not only coffee shops and cafes.

Blaine County has 5 coffee shops and cafes on map listings as of September 2026. One of them (20%) is a chain location, against 39% across the U.S. That is 14.8 per 10,000 households, 35% above the U.S. rate of 11.0.

Official counts don’t publish a figure for snack and nonalcoholic beverage bars in Blaine County, since they leave out counts under 3.

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 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 Blaine County, OK compared with Oklahoma and the U.S.
MeasureBlaine CountyOklahomaU.S.
Listings per 10k households14.810.511.0
Spending per listing$2.3M$3.3M$3.7M
Households per official establishment (all snack and nonalcoholic beverage bars)n/a1,9341,518
Official establishment growth, 2019–2023n/a+48.8%+24.3%
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 scoreNot scored49

Official counts and lending

Businesses

Official establishments, 2019 to 2023
n/aAll snack and nonalcoholic beverage bars
Employees, 2023
n/a
Annual payroll, 2023
n/a
One-person businesses, 2023
0All snack and nonalcoholic beverage bars with no payroll
Map listings, September 2026
51 chain location
Listings at the U.S. rate for this spending
3The 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 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. These official figures cover all snack and nonalcoholic beverage bars, not only coffee shops and cafes.

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 coffee shops 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.

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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 Blaine 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
Blaine County, OKNot scored514.8$2.3M−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.

Questions

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

Map listings as of September 2026 show 5 coffee shops and cafes in Blaine County. One of them (20%) is a chain location. The listings count coffee, tea, juice and bubble tea shops, and cafes. No official count is published for snack and nonalcoholic beverage bars in Blaine County: counts under 3 are left out.

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 5 coffee shops and cafes on map listings, it comes to $2.3M 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 3,381 households in Blaine County and national spending patterns by income.

How does Blaine County, OK compare with the U.S. for coffee shops and cafes?

Blaine County has 14.8 coffee shops and cafes per 10,000 households, 35% above the U.S. rate of 11.0. Spending per cafe is $2.3M, 38% below the U.S. figure of $3.7M. At the U.S. ratio of coffee shops and cafes to household spending, Blaine County would have about 3, against 5 on map listings.

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 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 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.