Groundwork

Groceries and convenience · Small-town market · Oklahoma

Convenience stores in the Duncan, OK area

How the Duncan, OK area compares with other small-town markets and the U.S. for convenience stores: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 47 out of 100: Lower middle

Ranked #319 of 529 scored small-town markets
#5 of 17 scored small-town markets based in Oklahoma

Listings
31
11 chain locations (35%)
Official establishments
4
Businesses with payroll, 2023
Household spending a year
$99.3M
On groceries · $5,650 a household
Spending per listing
$3.2M
59% below the U.S.
Listings per 10k households
17.6
2.2 times the U.S.
Population, 2025
44,310
+3.4% since 2020

See the convenience stores around any address in the Duncan area

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 the Duncan area. 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

Map listings as of September 2026 show 31 convenience stores in the Duncan area. 11 of them (35%) are chain locations, against 60% across the U.S. Per 10,000 households, that is 17.6, 2.2 times the U.S. rate of 8.0.

At $5,650 per household (11% below the U.S. average), households in the Duncan area spend about $99.3M a year on groceries. That is about $3.2M of household spending for each store on map listings, 59% below the U.S. figure of $7.9M. That spending covers all groceries, which convenience stores share with other businesses in the trade.

The official count of businesses with payroll classed as convenience stores in the Duncan area was 4 in 2023. That is one for every 4,392 households, against one for every 3,493 across the U.S.

Population estimates show the Duncan area grew 3.4% from 2020 to 2025, in step with the U.S. (+3.1%). The Duncan area scores 47 (lower middle) on the Groundwork market score for convenience stores, ranking #319 of 529 scored small-town markets and #5 of 17 scored small-town markets based in Oklahoma.

How the Duncan area 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 Duncan, OK area compared with Oklahoma and the U.S.
MeasureDuncan areaOklahomaU.S.
Listings per 10k households17.611.58.0
Spending per listing$3.2M$5M$7.9M
Households per official establishment4,3928,4913,493
Official establishment growth, 2019–2023n/a+35.3%+22.0%
Population growth, 2020–2025+3.4%+4.0%+3.1%
Spending per household on groceries$5,650$5,787$6,319
Median household income$61,620$65,039$80,734
Groundwork market score4740

Official counts and lending

Businesses

Official establishments, 2019 to 2023
4
Employees, 2023
19
Annual payroll, 2023
$404K
One-person businesses, 2023
Not publishedNot published for this business type
Map listings, September 2026
3111 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 the Duncan area, 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 the Duncan area

Population, 2025 estimate
44,310+3.4% since 2020
Households
17,567
Median age
42.2
Homes lived in by their owners
74%
Vehicles per household
2.0
Land area
870 sq. mi.
People per square mile
50
Median household income
$61,620+30.5% vs. 2015–2019, before inflation
Average household income
$84,051
Median home value
$145,300
Jobs located here
15,578
Daytime population
41,720Residents who don’t work, plus everyone whose job is here

Looking at a specific site in the Duncan area?

These figures cover the whole small-town market. 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 the Duncan area. 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 small-town markets in Oklahoma for convenience stores, numbered among those based in Oklahoma, with the Duncan area marked.

Top small-town markets in Oklahoma

Small-town markets in Oklahoma ranked for convenience stores by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Bartlesville, OK75146.7$8.6M+2.7%#51 of 529
2Shawnee, OK65228.2$6.8M+3.5%#129 of 529
3Tahlequah, OK61147.5$7.3M+4.5%#165 of 529
4Stillwater, OK483310.1$5.3M+2.8%#302 of 529
5Duncan, OK473117.6$3.2M+3.4%#319 of 529
6Ada, OK461912.6$4.5M+1.2%#324 of 529
7Muskogee, OK423413.2$4.1M+0.7%#365 of 529
8Durant, OK422915.8$3.5M+10.9%#366 of 529
9Ponca City, OK401810.7$5.2M−0.3%#372 of 529
10Altus, OK281919.4$2.9M+0.1%#454 of 529

Other business types in the Duncan area

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

Questions

How many convenience stores are in the Duncan, OK area?

There are 31 convenience stores on map listings in the Duncan area as of September 2026. 11 of them (35%) are chain locations. The listings count convenience stores without fuel. Official counts show 4 businesses with payroll classed as convenience stores in 2023.

How much do households in the Duncan, OK area spend on groceries?

About $99.3M a year, or $5,650 per household. That is 11% below the U.S. average (an index of 89, where 100 is the U.S. average). Spread across the 31 convenience stores on map listings, it comes to $3.2M per store. The spending figure covers all groceries, not only convenience stores. It is estimated from the incomes of the 17,567 households in the Duncan area and national spending patterns by income.

How does the Duncan, OK area compare with the U.S. for convenience stores?

The Duncan area has 17.6 convenience stores per 10,000 households, 2.2 times the U.S. rate of 8.0. Spending per store is $3.2M, 59% below the U.S. figure of $7.9M. At the national ratio of convenience stores to household spending, the Duncan area would have about 13, against 31 on map listings. There is one business with payroll in the industry for every 4,392 households, against one for every 3,493 across the U.S.

How fast is the Duncan, OK area growing?

Population estimates put the Duncan area at 44,310 people in 2025, up 3.4% since 2020, in step with the U.S. (+3.1%). It has 17,567 households. Median household income in the Duncan area is $61,620, 24% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 30.5%, 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. A small-town market is a town of 10,000 to 50,000 people and the county or counties tied to it by commuting. 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 Duncan area scores 47 for convenience stores (lower middle), #319 of 529 scored small-town markets.

How can I see the market around a specific site?

Run a Groundwork site report on an address in the Duncan area. 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 the Duncan area

Screening a site or an acquisition in the Duncan area?

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 the Duncan area. 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.