Groundwork

Groceries and convenience · County · Oklahoma

Grocery stores in Harper County, OK

Competitor counts, household spending and official business counts for grocery stores in Harper 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
2
0 chain locations (0%)
Official establishments
n/a
Fewer than 3, or not published
Household spending a year
$7.6M
On groceries · $5,669 a household
Spending per listing
$3.8M
Too few listings to compare
Listings per 10k households
15.0
Too few listings to compare
Population, 2025
3,172
−2.3% since 2020

See the grocery stores around any address in Harper County

The site report maps the grocery 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 Harper 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

As of September 2026, map listings count 2 grocery stores in Harper County. That is 15.0 per 10,000 households.

Households in Harper County spend about $7.6M a year on groceries, or $5,669 per household, 10% below the U.S. average. That is about $3.8M of household spending for each store on map listings. That spending covers all groceries, which grocery stores share with other businesses in the trade.

There is no official count of businesses with payroll classed as supermarkets and grocery stores in Harper County: counts under 3 aren’t published.

Population estimates put the population change in Harper County from 2020 to 2025 at −2.3%, 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 Harper 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 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 stores in Harper County, OK compared with Oklahoma and the U.S.
MeasureHarper CountyOklahomaU.S.
Listings per 10k households15.05.56.8
Spending per listing$3.8M$10.6M$9.3M
Households per official establishmentn/a3,1312,053
Official establishment growth, 2019–2023n/a−3.7%0.0%
Population growth, 2020–2025−2.3%+4.0%+3.1%
Spending per household on groceries$5,669$5,787$6,319
Median household income$64,053$65,039$80,734
Groundwork market scoreNot scored67

Official counts and lending

Businesses

Official establishments, 2019 to 2023
n/a
Employees, 2023
n/a
Annual payroll, 2023
n/a
One-person businesses, 2023
Not publishedNot published for this business type
Map listings, September 2026
20 chain locations
Listings at the U.S. rate for this spending
1The 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 supermarkets and grocery stores in Harper 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 Harper County

Population, 2025 estimate
3,172−2.3% since 2020
Households
1,333
Median age
41.4
Homes lived in by their owners
84%
Vehicles per household
2.3
Land area
1,039 sq. mi.
People per square mile
3
Median household income
$64,053
Average household income
$76,094
Median home value
$99,200
Jobs located here
877
Daytime population
2,589Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Harper 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 stores on map listings by name and distance.

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

Free10 actions over 3 days, no card

Grocery stores across Oklahoma

Every Oklahoma market ranked →

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

Top counties in Oklahoma

Counties in Oklahoma ranked for grocery stores by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Canadian County, OK95193.3$19.3M+20.4%#12 of 2,070
2Wagoner County, OK9482.5$24.1M+14.6%#19 of 2,070
3McClain County, OK9163.7$17M+18.4%#44 of 2,070
4Rogers County, OK90123.3$18.8M+7.1%#51 of 2,070
5Logan County, OK9073.9$15.9M+11.5%#52 of 2,070
6Grady County, OK8394.4$13.8M+7.7%#135 of 2,070
7Cleveland County, OK82383.3$18.6M+2.6%#146 of 2,070
8Creek County, OK80113.9$14.6M+4.4%#185 of 2,070
9Pottawatomie County, OK77103.7$15M+3.5%#241 of 2,070
10Bryan County, OK7594.9$11.3M+10.9%#299 of 2,070
Harper County, OKNot scored215.0$3.8M−2.3%

Other business types in Harper 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 grocery stores are in Harper County, OK?

Harper County has 2 grocery stores on map listings as of September 2026. The listings count grocery stores and supermarkets. No official count is published for supermarkets and grocery stores in Harper County: counts under 3 are left out.

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

About $7.6M a year, or $5,669 per household. That is 10% below the U.S. average (an index of 90, where 100 is the U.S. average). Spread across the 2 grocery stores on map listings, it comes to $3.8M per store. The spending figure covers all groceries, not only grocery stores. It is estimated from the incomes of the 1,333 households in Harper County and national spending patterns by income.

How does Harper County, OK compare with the U.S. for grocery stores?

Harper County has 2 grocery stores on map listings, too few for a steady comparison with the U.S. rate. At the national ratio of grocery stores to household spending, Harper County would have about 1, against 2 on map listings.

How fast is Harper County, OK growing?

Population estimates put Harper County at 3,172 people in 2025, down 2.3% since 2020, against +3.1% for the U.S. It has 1,333 households. Median household income in Harper County is $64,053, 21% 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 Harper County. It maps the grocery 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 stores · All 56 business types in Harper County

Screening a site or an acquisition in Harper 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 Harper 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.