Groundwork

Groceries and convenience · County · Oklahoma

Convenience stores in McClain County, OK

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

Groundwork market score · out of 100

Score 71 out of 100: Upper middle

Ranked #418 of 2,261 scored counties
#7 of 57 scored counties in Oklahoma

Listings
19
6 chain locations (32%)
Official establishments
3
Businesses with payroll, 2023
Household spending a year
$102.2M
On groceries · $6,227 a household
Spending per listing
$5.4M
32% below the U.S.
Listings per 10k households
11.6
45% above the U.S.
Population, 2025
49,647
+18.4% since 2020

See the convenience stores around any address in McClain County

The site report maps the 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 McClain 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

Households in McClain County spend about $102.2M a year on groceries, or $6,227 per household, in line with the U.S. average. Spread across 19 convenience stores, that is $5.4M per store, 32% below the U.S. figure of $7.9M. The spending figure covers all groceries, not only convenience stores.

There are 19 convenience stores on map listings in McClain County as of September 2026. Of those, 6 are chain locations, or 32%, against 60% across the U.S. That comes to 11.6 for every 10,000 households, 45% above the U.S. rate of 8.0.

The official count of businesses with payroll classed as convenience stores in McClain County was 3 in 2023. That is one for every 5,474 households, against one for every 3,493 across the U.S.

Population estimates put the population change in McClain County from 2020 to 2025 at +18.4%, faster than the U.S. (+3.1%). For convenience stores, McClain County has a Groundwork market score of 71 (upper middle): #418 of 2,261 scored counties and #7 of 57 scored counties in Oklahoma. That puts it in the top quarter of counties.

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 groceries by the 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.

Convenience stores in McClain County, OK compared with Oklahoma and the U.S.
MeasureMcClain CountyOklahomaU.S.
Listings per 10k households11.611.58.0
Spending per listing$5.4M$5M$7.9M
Households per official establishment5,4748,4913,493
Official establishment growth, 2019–2023n/a+35.3%+22.0%
Population growth, 2020–2025+18.4%+4.0%+3.1%
Spending per household on groceries$6,227$5,787$6,319
Median household income$84,552$65,039$80,734
Groundwork market score7140

Official counts and lending

Businesses

Official establishments, 2019 to 2023
3
Employees, 2023
17
Annual payroll, 2023
$326K
One-person businesses, 2023
Not publishedNot published for this business type
Map listings, September 2026
196 chain locations
Listings at the U.S. rate for this spending
13The 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 convenience stores 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 convenience stores 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.

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Convenience stores across Oklahoma

Every Oklahoma market ranked →

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

Top counties in Oklahoma

Counties in Oklahoma ranked for convenience stores by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Wagoner County, OK89196.1$10.1M+14.6%#47 of 2,261
2Rogers County, OK86195.2$11.9M+7.1%#81 of 2,261
3Canadian County, OK83549.3$6.8M+20.4%#124 of 2,261
4Logan County, OK80158.4$7.4M+11.5%#176 of 2,261
5Cleveland County, OK79816.9$8.7M+2.6%#196 of 2,261
6Tulsa County, OK762137.8$7.6M+4.2%#282 of 2,261
7McClain County, OK711911.6$5.4M+18.4%#418 of 2,261
8Oklahoma County, OK6632710.0$5.9M+3.0%#566 of 2,261
9Washington County, OK65146.7$8.6M+2.7%#577 of 2,261
10Osage County, OK63126.9$8.3M+2.2%#648 of 2,261

Other business types in McClain County

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

Questions

How many convenience stores are in McClain County, OK?

As of September 2026, map listings count 19 convenience stores in McClain County. 6 of them (32%) are chain locations. The listings count convenience stores without fuel. Official counts show 3 businesses with payroll classed as convenience stores in 2023.

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

About $102.2M a year, or $6,227 per household. That is in line with the U.S. average (an index of 99, where 100 is the U.S. average). Spread across the 19 convenience stores on map listings, it comes to $5.4M per store. That spending covers all groceries, which convenience stores share with other businesses in the trade. 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 convenience stores?

McClain County has 11.6 convenience stores per 10,000 households, 45% above the U.S. rate of 8.0. Spending per store is $5.4M, 32% below the U.S. figure of $7.9M. At the U.S. ratio of convenience stores to household spending, McClain County would have about 13, against 19 on map listings. There is one business with payroll in the industry for every 5,474 households, against one for every 3,493 across 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 71 for convenience stores (upper middle), #418 of 2,261 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 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 convenience stores · 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.