Groundwork

Food and drink · County · Oklahoma

Restaurants and cafes in Kay County, OK

The restaurants and cafes in Kay County, OK, the household spending behind them and how the market ranks against other counties.

Groundwork market score · out of 100

Score 24 out of 100: Low

Ranked #2,209 of 2,405 scored counties
#49 of 57 scored counties in Oklahoma

Listings
177
87 chain locations (49%)
Official establishments
78
+1.3% since 2019
Household spending a year
$54.7M
On food away from home · $3,263 a household
Spending per listing
$309K
17% below the U.S.
Listings per 10k households
105.5
4% below the U.S.
Population, 2025
43,490
−0.3% since 2020

See the restaurants and cafes around any address in Kay 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 Kay 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

Kay County scores 24 (low) on the Groundwork market score for restaurants and cafes, ranking #2,209 of 2,405 scored counties and #49 of 57 scored counties in Oklahoma. That puts it in the bottom quarter of counties.

Households in Kay County spend about $54.7M a year on food away from home, or $3,263 per household, 20% below the U.S. average. That is about $309K of household spending for each restaurant on map listings, 17% below the U.S. figure of $371K.

Kay County has 177 restaurants and cafes on map listings as of September 2026. 87 of them (49%) are chain locations, against 34% across the U.S. Per 10,000 households, that is 105.5, 4% below the U.S. rate of 109.8.

In 2023, official counts showed 78 businesses with payroll in Kay County classed as restaurants and other eating places, up 1.3% from 2019. That is one for every 215 households, against one for every 209 across the U.S. Since fiscal 2022, 2 SBA-backed loans worth $1.8M have gone to businesses classed as restaurants and other eating places in Kay County. Population estimates show Kay County declined 0.3% from 2020 to 2025, against +3.1% for the U.S.

How Kay 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.

Restaurants and cafes in Kay County, OK compared with Oklahoma and the U.S.
MeasureKay CountyOklahomaU.S.
Listings per 10k households105.5107.6109.8
Spending per listing$309K$327K$371K
Households per official establishment215227209
Official establishment growth, 2019–2023+1.3%+5.3%+6.0%
Population growth, 2020–2025−0.3%+4.0%+3.1%
Spending per household on food away from home$3,263$3,519$4,070
Median household income$58,423$65,039$80,734
Groundwork market score2436

Official counts and lending

Businesses

Official establishments, 2019 to 2023
77 → 78+1.3% over the period
Employees, 2023
1,307
Annual payroll, 2023
$23.3M
One-person businesses, 2023
12Businesses with no payroll
Map listings, September 2026
17787 chain locations
Listings at the U.S. rate for this spending
148The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
2
Amount
$1.8M

SBA-backed loans to businesses classed as restaurants and other eating places in Kay 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 Kay County

Population, 2025 estimate
43,490−0.3% since 2020
Households
16,776
Median age
39.1
Homes lived in by their owners
69%
Vehicles per household
1.9
Land area
920 sq. mi.
People per square mile
47
Median household income
$58,423+24.8% vs. 2015–2019, before inflation
Average household income
$77,308
Median home value
$124,700
Jobs located here
15,500
Daytime population
42,294Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Kay 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 Kay County. Signed out, you see a blurred preview; on an account, each report is one action.

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Restaurants 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 Kay County marked.

Top counties in Oklahoma

Counties in Oklahoma ranked for restaurants and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Rogers County, OK8721558.6$663K+7.1%#43 of 2,405
2Wagoner County, OK8722973.0$529K+14.6%#47 of 2,405
3Logan County, OK8614983.5$482K+11.5%#56 of 2,405
4Grady County, OK7914871.5$520K+7.7%#154 of 2,405
5Canadian County, OK7947080.7$501K+20.4%#155 of 2,405
6Washita County, OK712048.4$683K−0.2%#357 of 2,405
7Creek County, OK7119970.5$485K+4.4%#375 of 2,405
8Osage County, OK7112571.9$485K+2.2%#376 of 2,405
9Lincoln County, OK6510479.1$425K+5.3%#574 of 2,405
10McClain County, OK61167101.7$390K+18.4%#733 of 2,405
49Kay County, OK24177105.5$309K−0.3%#2,209 of 2,405

Other business types in Kay County

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

Questions

How many restaurants and cafes are in Kay County, OK?

Map listings as of September 2026 show 177 restaurants and cafes in Kay County. 87 of them (49%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 78 businesses with payroll classed as restaurants and other eating places in 2023, up 1.3% from 2019. Official counts list 12 one-person businesses without payroll.

How much do households in Kay County, OK spend on food away from home?

About $54.7M a year, or $3,263 per household. That is 20% below the U.S. average (an index of 80, where 100 is the U.S. average). Spread across the 177 restaurants and cafes on map listings, it comes to $309K per restaurant. It is estimated from the incomes of the 16,776 households in Kay County and national spending patterns by income.

How does Kay County, OK compare with the U.S. for restaurants and cafes?

Kay County has 105.5 restaurants and cafes per 10,000 households, 4% below the U.S. rate of 109.8. Spending per restaurant is $309K, 17% below the U.S. figure of $371K. At the U.S. ratio of restaurants and cafes to household spending, Kay County would have about 148, against 177 on map listings. There is one business with payroll in the industry for every 215 households, against one for every 209 across the U.S. The official count rose 1.3% from 2019 to 2023, against +6.0% for the U.S.

How fast is Kay County, OK growing?

Population estimates put Kay County at 43,490 people in 2025, down 0.3% since 2020, against +3.1% for the U.S. It has 16,776 households. Median household income in Kay County is $58,423, 28% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 24.8%, 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. Kay County scores 24 for restaurants and cafes (low), #2,209 of 2,405 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Kay 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 Kay County

Screening a site or an acquisition in Kay 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 Kay 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.