Groundwork

Groceries and convenience · County · Oklahoma

Grocery and convenience stores in Cleveland County, OK

Competitor counts, household spending and official business counts for grocery and convenience stores in Cleveland County, OK, set against other counties and the U.S.

Groundwork market score · out of 100

Score 83 out of 100: High

Ranked #124 of 2,402 scored counties
#5 of 57 scored counties in Oklahoma

Listings
145
78 chain locations (54%)
Official establishments
33
−17.5% since 2019
Household spending a year
$706.9M
On groceries · $6,052 a household
Spending per listing
$4.9M
44% above the U.S.
Listings per 10k households
12.4
34% below the U.S.
Population, 2025
303,973
+2.6% since 2020

See the grocery and convenience stores around any address in Cleveland County

The site report maps the grocery and convenience stores 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 Cleveland County. Signed out, you see a blurred preview; on an account, each report is one action.

Free10 actions over 3 days, no card

Survey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure

What this means

The Groundwork market score for grocery and convenience stores in Cleveland County is 83 (high), #124 of 2,402 scored counties and #5 of 57 scored counties in Oklahoma. That puts it in the top 10% of counties for grocery and convenience stores.

Households in Cleveland County spend about $706.9M a year on groceries, or $6,052 per household, 4% below the U.S. average. That works out to $4.9M per store, 44% above the U.S. figure of $3.4M.

Cleveland County has 145 grocery and convenience stores on map listings as of September 2026. Of those, 78 are chain locations, or 54%, against 42% across the U.S. Per 10,000 households, that is 12.4, 34% below the U.S. rate of 18.7.

In 2023, official counts showed 33 businesses with payroll in Cleveland County classed as grocery and convenience stores, down 17.5% from 2019. That is one for every 3,539 households, against one for every 1,293 across the U.S. Since fiscal 2022, 1 SBA-backed loan worth $198K has gone to businesses classed as grocery and convenience stores in Cleveland County. Between 2020 and 2025, the population of Cleveland County grew 2.6%, slower than the U.S. (+3.1%).

How Cleveland County compares

The same measures for Oklahoma and the whole U.S. Spending per listing divides a year of household spending on all groceries by the grocery and convenience stores counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Grocery and convenience stores in Cleveland County, OK compared with Oklahoma and the U.S.
MeasureCleveland CountyOklahomaU.S.
Listings per 10k households12.420.618.7
Spending per listing$4.9M$2.8M$3.4M
Households per official establishment3,5392,2881,293
Official establishment growth, 2019–2023−17.5%+4.4%+7.2%
Population growth, 2020–2025+2.6%+4.0%+3.1%
Spending per household on groceries$6,052$5,787$6,319
Median household income$77,068$65,039$80,734
Groundwork market score8349

Official counts and lending

Businesses

Official establishments, 2019 to 2023
40 → 33−17.5% over the period
Employees, 2023
1,995
Annual payroll, 2023
$52.7M
One-person businesses, 2023
65Businesses with no payroll
Map listings, September 2026
14578 chain locations
Listings at the U.S. rate for this spending
209The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
1
Amount
$198K

SBA-backed loans to businesses classed as grocery and convenience stores in Cleveland 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 Cleveland County

Population, 2025 estimate
303,973+2.6% since 2020
Households
116,799
Median age
37.3
Homes lived in by their owners
64%
Vehicles per household
1.9
Land area
539 sq. mi.
People per square mile
557
Median household income
$77,068+20.4% vs. 2015–2019, before inflation
Average household income
$98,350
Median home value
$235,700
Jobs located here
94,350
Daytime population
271,685Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Cleveland 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 grocery and convenience stores on map listings by name and distance.

Or open the report at the center of Cleveland County. Signed out, you see a blurred preview; on an account, each report is one action.

Free10 actions over 3 days, no card

Grocery and convenience stores across Oklahoma

Every Oklahoma market ranked →

The highest-scoring counties in Oklahoma for grocery and convenience stores, numbered among those based in Oklahoma, with Cleveland County marked.

Top counties in Oklahoma

Counties in Oklahoma ranked for grocery and convenience stores by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Wagoner County, OK943410.8$5.7M+14.6%#18 of 2,402
2Canadian County, OK938514.6$4.3M+20.4%#28 of 2,402
3Logan County, OK912715.1$4.1M+11.5%#46 of 2,402
4Rogers County, OK894211.5$5.4M+7.1%#53 of 2,402
5Cleveland County, OK8314512.4$4.9M+2.6%#124 of 2,402
6McClain County, OK823320.1$3.1M+18.4%#154 of 2,402
7Creek County, OK764415.6$3.7M+4.4%#275 of 2,402
8Pottawatomie County, OK734014.9$3.8M+3.5%#359 of 2,402
9Tulsa County, OK7345216.6$3.6M+4.2%#361 of 2,402
10Washington County, OK683617.2$3.3M+2.7%#508 of 2,402

Other business types in Cleveland County

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

Questions

How many grocery and convenience stores are in Cleveland County, OK?

Map listings as of September 2026 show 145 grocery and convenience stores in Cleveland County. 78 of them (54%) are chain locations. The listings count grocery, convenience and specialty food stores. Official counts show 33 businesses with payroll classed as grocery and convenience stores in 2023, down 17.5% from 2019. Official counts list 65 one-person businesses without payroll.

How much do households in Cleveland County, OK spend on groceries?

About $706.9M a year, or $6,052 per household. That is 4% below the U.S. average (an index of 96, where 100 is the U.S. average). Spread across the 145 grocery and convenience stores on map listings, it comes to $4.9M per store. It is estimated from the incomes of the 116,799 households in Cleveland County and national spending patterns by income.

How does Cleveland County, OK compare with the U.S. for grocery and convenience stores?

Cleveland County has 12.4 grocery and convenience stores per 10,000 households, 34% below the U.S. rate of 18.7. Spending per store is $4.9M, 44% above the U.S. figure of $3.4M. At the U.S. ratio of grocery and convenience stores to household spending, Cleveland County would have about 209, against 145 on map listings. There is one business with payroll in the industry for every 3,539 households, against one for every 1,293 across the U.S. The official count fell 17.5% from 2019 to 2023, against +7.2% for the U.S.

How fast is Cleveland County, OK growing?

Population estimates put Cleveland County at 303,973 people in 2025, up 2.6% since 2020, slower than the U.S. (+3.1%). It has 116,799 households. The median household income in Cleveland County is $77,068 a year, 5% below the U.S. median of $80,734. That rose 20.4% 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. Cleveland County scores 83 for grocery and convenience stores (high), #124 of 2,402 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Cleveland County. It maps the grocery and convenience stores 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 grocery and convenience stores · All 56 business types in Cleveland County

Screening a site or an acquisition in Cleveland 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 Cleveland 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.