Groundwork

Small-town market profile · Oklahoma

Duncan, OK area market data

How the Duncan area compares with other small-town markets for 56 business types: competitors, household spending, official counts and growth.

Population, 2025
44,310
+3.4% since 2020
Households
17,567
Median household income
$61,620
+30.5% vs. 2015–2019, before inflation
Median home value
$145,300
Jobs located here
15,578
Highest market score
85
Lawn, cleaning and pest control, #9 of 481 scored small-town markets

A site report maps the competitors on map listings around any address in the Duncan area by name and distance, and the households and spending within reach. 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

The Duncan area has an estimated 44,310 people and 17,567 households. Population estimates show the Duncan area grew 3.4% from 2020 to 2025, in step with the U.S. (+3.1%). 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.

Relative to the U.S., household spending in the Duncan area runs highest on vehicle insurance (an index of 133, where 100 is the U.S. average) and lowest on memberships, classes and admissions (61).

Of the business types scored in the Duncan area, lawn care, cleaning and pest control companies (85); real estate businesses (82); and real estate agents and brokers (80) have the highest Groundwork market scores. For lawn care, cleaning and pest control companies, that ranks #9 of 481 scored small-town markets.

The Duncan area is made up of one county, Stephens County. Against the U.S., map listings per household run highest for convenience stores (2.2 times the U.S. rate) and lowest for real estate agents and brokers (70% below the U.S. rate).

All 56 business types in the Duncan area

Highest Groundwork market score first. Each score compares the Duncan area with other small-town markets for that business type, from 0 to 100. Spending per listing divides a whole spending line (all vehicle repairs, all eating out) by one type’s listings: the demand for each competitor, not a business’s revenue. Compare it across markets with its index, where 100 is the U.S. figure for the same type; the real estate types, whose line is all housing costs, show the index only. How the score works.

Every business type in Duncan, OK area, highest Groundwork market score first, with its rank among small-town markets, listings, listings per 10,000 households, spending per listing and official establishments
Business typeScoreRank among small-town marketsListingsPer 10k householdsSpending per listingSpending per listing vs. U.S. (100)Official establishments
Lawn, cleaning and pest control85#9 of 48174.0$3.4M20116
Real estate82#2 of 5362011.4Index only2839
Real estate agents and brokers80#8 of 533169.1Index only281Under 3
Coffee shops and cafes75#26 of 529116.3$5.4M1465
Grocery stores72#62 of 506116.3$9M974
Tire shops72#64 of 43152.8$3.3M1313
Funeral homes71#59 of 36574.0$405K603
Pet grooming and boarding68#61 of 38774.0$2M78Under 3
Restaurants and cafes68#97 of 53815186.0$393K10663
HVAC and plumbing63#102 of 47674.0$6.5M13721
Bakeries and dessert shops63#115 of 507148.0$4.2M1025
Chiropractors62#124 of 42674.0$2.6M1074
Fast food and sandwich shops61#171 of 5372413.7$2.5M8127
Roofing and gutters60#85 of 28863.4$7.6M90Under 3
Pet businesses59#155 of 5272212.5$635K728
Gas stations57#197 of 5363017.1$1.8M7528
Dentists and orthodontists57#208 of 526148.0$1.3M13010
Collision repair and body shops56#143 of 38763.4$2.7M895
Nail salons56#155 of 38774.0$2M122Under 3
Physical therapy56#167 of 40084.6$2.2M934
Salons, barbers and spas55#216 of 5386939.3$206K976
Sit-down restaurants55#217 of 5388548.4$698K10531
Barbershops54#168 of 37774.0$2M108Under 3
Hair salons54#236 of 5384123.3$347K813
Home repair trades53#228 of 5262011.4$2.3M9436
Pizza53#229 of 5201910.8$3.1M6127
Insurance agencies53#241 of 5374525.6$1M8118
Grocery and convenience stores53#261 of 5385028.5$2M598
Car washes and detailing52#205 of 44184.6$2M81Under 3
Spas and skin care52#225 of 504137.4$1.1M125Under 3
Electricians47#173 of 29574.0$6.5M5415
Auto repair and car care47#309 of 5388447.8$195K7324
Convenience stores47#319 of 5293117.6$3.2M414
Doctors, dentists and clinics43#339 of 53810056.9$179K11761
Auto repair shops43#356 of 5385330.2$309K7018
Gyms, studios and classes43#362 of 5352313.1$460K695
Martial arts and dance studios42#247 of 37874.0$1.5M75Under 3
Veterinarians41#261 of 39895.1$1.6M578
Child care and preschools38#328 of 454126.8$552K5518
Gyms36#405 of 506158.5$705K545
Clothing and shoe stores34#413 of 5363922.2$768K6017
Clothing, shoes and laundry33#424 of 5365129.0$588K6720
Primary care and pediatrics30#377 of 4581810.2$994K5633
Optometrists and eye care25#364 of 400137.4$1.4M446
Dry cleanersNot scoredNot scored52.8$6M383
Landscaping and lawn careNot scoredNot scored42.3$5.9M2018
Pet storesNot scoredNot scored42.3$3.5M77Under 3
Property managementNot scoredNot scored42.3Index only1108
LaundromatsNot scoredNot scored31.7$10M80Under 3
Pest controlNot scoredNot scored31.7$7.9M77Under 3
Oil change and quick lubeNot scoredNot scored21.1$8.2MToo fewUnder 3
Urgent care and walk-in clinicsNot scoredNot scored21.1$8.9MToo few4
Yoga, Pilates and fitness studiosNot scoredNot scored10.6$10.6MToo few5
Home inspectorsNot scoredNot scored00.0None listedNone listedUnder 3
House cleaningNot scoredNot scored00.0None listedNone listed8
Mortgage brokers and lendersNot scoredNot scored00.0None listedNone listedUnder 3

Household spending in the Duncan area

What households here spend in a year on each line, in total and per household, with the index against the U.S. average (100).

Annual household spending in Duncan, OK area by line, per household, and against the U.S.
Spending lineA year, all householdsPer householdIndex vs. U.S. (100)
Vehicle maintenance and repairs$16.4M$93297
Gasoline and other fuels$53.4M$3,043117
Food away from home$59.3M$3,37683
Groceries$99.3M$5,65089
Personal care products and services$14.2M$80981
Child care and other personal services$6.6M$37765
Memberships, classes and admissions$10.6M$60261
Medical and dental services$17.9M$1,01879
Pets$14M$79587
Clothing, shoes and related services$30M$1,70683
Vehicle insurance$45.8M$2,606133
Home repairs, maintenance and insurance$45.5M$2,59286
Lawn care, cleaning and other household services$23.6M$1,34395
Rent and homeowner costs$245.2M$13,95884

Household spending is estimated from the incomes of the households in each neighborhood, using what households at each income spent nationally in 2024, adjusted for the region. It counts what residents spend, wherever they spend it.

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 competitors on map listings by name and distance, for any of the 56 business types.

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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Questions

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 rose 30.5% from the 2015–2019 survey, before inflation.

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

Households in the Duncan area spend about $245.2M a year on rent and homeowner costs, $99.3M on groceries and $59.3M on food away from home. Set against the U.S., households in the Duncan area spend the most on vehicle insurance (an index of 133, where 100 is the U.S. average) and the least on memberships, classes and admissions (61).

Which business types have the highest market scores in the Duncan, OK area?

The highest Groundwork market scores in the Duncan area are for lawn care, cleaning and pest control companies (85); real estate businesses (82); and real estate agents and brokers (80). The Duncan area ranks #9 of 481 scored small-town markets for lawn care, cleaning and pest control companies.

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

The median household income in the Duncan area is $61,620 a year, 24% below the U.S. median of $80,734. The population rose 3.4% from 2020 to 2025, against +3.1% for the U.S. The median home value is $145,300, against $332,700 for the U.S. For its number of households, the Duncan area has the most map listings, relative to the U.S., for convenience stores (2.2 times the U.S. rate) and the fewest for real estate agents and brokers (70% below the U.S. rate).

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. 44 of the 56 business types have a score in the Duncan area, each ranked against other 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 competitors 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.

All markets in Oklahoma · Every U.S. market · How we measure

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.