Groundwork

Food and drink · Small-town market · Oklahoma

Pizza places in the Duncan, OK area

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

Groundwork market score · out of 100

Score 53 out of 100: Upper middle

Ranked #229 of 520 scored small-town markets
#5 of 17 scored small-town markets based in Oklahoma

Listings
19
16 chain locations (84%)
Official establishments
27
All limited-service restaurants · +8.0% since 2019
Household spending a year
$59.3M
On food away from home · $3,376 a household
Spending per listing
$3.1M
39% below the U.S.
Listings per 10k households
10.8
35% above the U.S.
Population, 2025
44,310
+3.4% since 2020

See the pizza places around any address in the Duncan area

The site report maps the pizza places 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

Household spending on food away from home in the Duncan area comes to about $59.3M a year: $3,376 per household, 17% below the U.S. average. That works out to $3.1M per pizza place, 39% below the U.S. figure of $5.1M. The spending figure covers all food away from home, not only pizza places.

There are 19 pizza places on map listings in the Duncan area as of September 2026. Of those, 16 are chain locations, or 84%, against 58% across the U.S. That comes to 10.8 for every 10,000 households, 35% above the U.S. rate of 8.0.

The official count of businesses with payroll classed as limited-service restaurants in the Duncan area was 27 in 2023, up 8.0% from 2019. That is one for every 651 households, against one for every 478 across the U.S. That count covers all limited-service restaurants (fast food and sandwich shops included), not only pizza places. Since fiscal 2022, 1 SBA-backed loan worth $3.8M has gone to businesses classed as limited-service restaurants in the Duncan area.

Population estimates put the population change in the Duncan area from 2020 to 2025 at +3.4%, in step with the U.S. (+3.1%). The Duncan area scores 53 (upper middle) on the Groundwork market score for pizza places, ranking #229 of 520 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 food away from home by the pizza places counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Pizza in Duncan, OK area compared with Oklahoma and the U.S.
MeasureDuncan areaOklahomaU.S.
Listings per 10k households10.88.68.0
Spending per listing$3.1M$4.1M$5.1M
Households per official establishment (all limited-service restaurants)651517478
Official establishment growth, 2019–2023+8.0%+0.5%+6.1%
Population growth, 2020–2025+3.4%+4.0%+3.1%
Spending per household on food away from home$3,376$3,519$4,070
Median household income$61,620$65,039$80,734
Groundwork market score5340

Official counts and lending

Businesses

Official establishments, 2019 to 2023
27All limited-service restaurants · +8.0% over the period
Employees, 2023
501
Annual payroll, 2023
$9.6M
One-person businesses, 2023
0All limited-service restaurants with no payroll
Map listings, September 2026
1916 chain locations
Listings at the U.S. rate for this spending
12The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
1
Amount
$3.8M

SBA-backed loans to businesses classed as limited-service restaurants 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. These official figures cover all limited-service restaurants, not only pizza places.

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 pizza places 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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The highest-scoring small-town markets in Oklahoma for pizza places, numbered among those based in Oklahoma, with the Duncan area marked.

Top small-town markets in Oklahoma

Small-town markets in Oklahoma ranked for pizza places by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Bartlesville, OK64178.1$4.3M+2.7%#125 of 520
2Tahlequah, OK56158.0$3.9M+4.5%#194 of 520
3Durant, OK56168.7$3.7M+10.9%#198 of 520
4Ada, OK55106.6$5.1M+1.2%#205 of 520
5Duncan, OK531910.8$3.1M+3.4%#229 of 520
6Stillwater, OK48247.4$4.3M+2.8%#273 of 520
7Weatherford, OK4795.9$5.6M−0.7%#285 of 520
8Shawnee, OK43259.3$3.5M+3.5%#321 of 520
9Miami, OK361613.4$2.2M+0.7%#406 of 520
10Altus, OK351010.2$3.3M+0.1%#411 of 520

Other business types in the Duncan area

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

Questions

How many pizza places are in the Duncan, OK area?

As of September 2026, map listings count 19 pizza places in the Duncan area. 16 of them (84%) are chain locations. The listings count pizza restaurants. Official counts show 27 businesses with payroll classed as limited-service restaurants in 2023, up 8.0% from 2019. The official count takes in all limited-service restaurants, not only pizza places: fast food and sandwich shops are counted too.

How much do households in the Duncan, OK area spend on food away from home?

About $59.3M a year, or $3,376 per household. That is 17% below the U.S. average (an index of 83, where 100 is the U.S. average). Spread across the 19 pizza places on map listings, it comes to $3.1M per pizza place. That spending covers all food away from home, which pizza places share with other businesses in the trade. 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 pizza places?

The Duncan area has 10.8 pizza places per 10,000 households, 35% above the U.S. rate of 8.0. Spending per pizza place is $3.1M, 39% below the U.S. figure of $5.1M. At the U.S. ratio of pizza places to household spending, the Duncan area would have about 12, against 19 on map listings. There is one business with payroll in the industry for every 651 households, against one for every 478 across the U.S. The official count rose 8.0% from 2019 to 2023, against +6.1% for 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 53 for pizza places (upper middle), #229 of 520 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 pizza places 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 pizza places · 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.