Groundwork

County profile · Iowa

Crawford County, IA market data

Population, household spending and competition for 56 business types in Crawford County, each scored against other counties.

Population, 2025
16,237
−1.5% since 2020
Households
6,331
Median household income
$67,027
+20.2% vs. 2015–2019, before inflation
Median home value
$153,700
Jobs located here
6,697
Highest market score
67
Doctors, dentists and clinics, #439 of 2,394 scored counties

A site report maps the competitors on map listings around any address in Crawford County by name and distance, and the households and spending within reach. Or open the report at the center of Crawford 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

An estimated 16,237 people live in Crawford County, in 6,331 households. Population estimates show Crawford County declined 1.5% from 2020 to 2025, against +3.1% for the U.S. The median household income in Crawford County is $67,027 a year, 17% below the U.S. median of $80,734. That rose 20.2% from the 2015–2019 survey, before inflation.

Set against the U.S., households in Crawford County spend the most on vehicle maintenance and repairs (an index of 127, where 100 is the U.S. average) and the least on child care and other personal services (61).

The highest Groundwork market scores in Crawford County are for medical and dental practices (67), real estate businesses (63) and auto repair shops (63). Crawford County ranks #439 of 2,394 scored counties for medical and dental practices.

For its number of households, Crawford County has the most map listings, relative to the U.S., for gas stations (88% above the U.S. rate) and the fewest for medical and dental practices (55% below the U.S. rate).

All 56 business types in Crawford County

Highest Groundwork market score first. Each score compares Crawford County with other counties 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 Crawford County, IA, highest Groundwork market score first, with its rank among counties, listings, listings per 10,000 households, spending per listing and official establishments
Business typeScoreRank among countiesListingsPer 10k householdsSpending per listingSpending per listing vs. U.S. (100)Official establishments
Doctors, dentists and clinics67#439 of 2,3942437.9$349K22910
Real estate63#434 of 2,22969.5Index only3253
Auto repair shops63#589 of 2,3781015.8$771K1738
Fast food and sandwich shops63#605 of 2,22269.5$3.8M1259
Salons, barbers and spas59#695 of 2,3852031.6$294K1383
Pet businesses57#760 of 2,20057.9$989K1133
Auto repair and car care55#962 of 2,4012539.5$308K11511
Real estate agents and brokers54#806 of 2,17657.9Index only310Under 3
Restaurants and cafes50#1,178 of 2,4055688.5$409K11024
Pizza48#1,118 of 2,09069.5$3.8M759
Clothing and shoe stores42#1,335 of 2,0871015.8$1.2M923
Clothing, shoes and laundry42#1,418 of 2,2101422.1$835K953
Sit-down restaurants40#1,616 of 2,4053149.0$739K11113
Car washes and detailing35#1,107 of 1,45157.9$1.5M61Under 3
Gyms, studios and classes34#1,669 of 2,088914.2$551K83Under 3
Grocery and convenience stores34#1,817 of 2,4021625.3$2.3M685
Convenience stores33#1,712 of 2,261812.6$4.6M58Under 3
Gas stations32#1,891 of 2,3581320.5$1.5M6412
Home repair trades30#1,835 of 2,057812.6$2M8313
Hair salons30#2,023 of 2,3391726.9$346K80Under 3
Gyms28#1,538 of 1,79269.5$827K64Under 3
Grocery stores21#1,865 of 2,070711.1$5.3M575
Insurance agencies20#2,071 of 2,2721117.4$1.1M8715
Bakeries and dessert shopsNot scoredNot scored46.3$5.7M138Under 3
ChiropractorsNot scoredNot scored46.3$2.1M883
Dentists and orthodontistsNot scoredNot scored46.3$2.1M2137
Lawn, cleaning and pest controlNot scoredNot scored46.3$1.8M1099
Physical therapyNot scoredNot scored46.3$2.1M87Under 3
Tire shopsNot scoredNot scored46.3$1.9M77Under 3
Coffee shops and cafesNot scoredNot scored34.7$7.6M206Under 3
Collision repair and body shopsNot scoredNot scored34.7$2.6M83Under 3
ElectriciansNot scoredNot scored34.7$5.4M459
HVAC and plumbingNot scoredNot scored34.7$5.4M1134
Optometrists and eye careNot scoredNot scored34.7$2.8M89Under 3
VeterinariansNot scoredNot scored34.7$1.6M613
Funeral homesNot scoredNot scored23.2$484KToo few6
House cleaningNot scoredNot scored23.2$3.7MToo few3
Landscaping and lawn careNot scoredNot scored23.2$3.7MToo few6
Martial arts and dance studiosNot scoredNot scored23.2$2.5MToo fewUnder 3
Roofing and guttersNot scoredNot scored23.2$8.1MToo fewUnder 3
Spas and skin careNot scoredNot scored23.2$2.9MToo fewUnder 3
Child care and preschoolsNot scoredNot scored11.6$2.2MToo few5
Home inspectorsNot scoredNot scored11.6Index onlyToo fewUnder 3
LaundromatsNot scoredNot scored11.6$11.7MToo fewUnder 3
Nail salonsNot scoredNot scored11.6$5.9MToo fewUnder 3
Pet grooming and boardingNot scoredNot scored11.6$4.9MToo fewUnder 3
Yoga, Pilates and fitness studiosNot scoredNot scored11.6$5MToo fewUnder 3
BarbershopsNot scoredNot scored00.0None listedNone listedUnder 3
Dry cleanersNot scoredNot scored00.0None listedNone listedUnder 3
Mortgage brokers and lendersNot scoredNot scored00.0None listedNone listedUnder 3
Oil change and quick lubeNot scoredNot scored00.0None listedNone listedUnder 3
Pest controlNot scoredNot scored00.0None listedNone listedUnder 3
Pet storesNot scoredNot scored00.0None listedNone listedUnder 3
Primary care and pediatricsNot scoredNot scored00.0None listedNone listedUnder 3
Property managementNot scoredNot scored00.0None listedNone listedUnder 3
Urgent care and walk-in clinicsNot scoredNot scored00.0None listedNone listedUnder 3

Household spending in Crawford County

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 Crawford County, IA by line, per household, and against the U.S.
Spending lineA year, all householdsPer householdIndex vs. U.S. (100)
Vehicle maintenance and repairs$7.7M$1,217127
Gasoline and other fuels$19.7M$3,119120
Food away from home$22.9M$3,61889
Groceries$36.8M$5,80992
Personal care products and services$5.9M$92992
Child care and other personal services$2.2M$35461
Memberships, classes and admissions$5M$78480
Medical and dental services$8.4M$1,325103
Pets$4.9M$78186
Clothing, shoes and related services$11.7M$1,84790
Vehicle insurance$12M$1,89897
Home repairs, maintenance and insurance$16.1M$2,54784
Lawn care, cleaning and other household services$7.3M$1,16182
Rent and homeowner costs$84.5M$13,34180

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 Crawford County

Population, 2025 estimate
16,237−1.5% since 2020
Households
6,331
Median age
40.1
Homes lived in by their owners
76%
Vehicles per household
2.2
Land area
714 sq. mi.
People per square mile
23
Median household income
$67,027+20.2% vs. 2015–2019, before inflation
Average household income
$86,726
Median home value
$153,700
Jobs located here
6,697
Daytime population
14,730Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Crawford 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 competitors on map listings by name and distance, for any of the 56 business types.

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

Free10 actions over 3 days, no card

Questions

How fast is Crawford County, IA growing?

Population estimates put Crawford County at 16,237 people in 2025, down 1.5% since 2020, against +3.1% for the U.S. It has 6,331 households. Against the 2015–2019 survey, median household income rose 20.2%, before inflation.

How much do households in Crawford County, IA spend?

Households in Crawford County spend about $84.5M a year on rent and homeowner costs, $36.8M on groceries and $22.9M on food away from home. Relative to the U.S., household spending in Crawford County runs highest on vehicle maintenance and repairs (an index of 127, where 100 is the U.S. average) and lowest on child care and other personal services (61).

Which business types have the highest market scores in Crawford County, IA?

Of the business types scored in Crawford County, medical and dental practices (67), real estate businesses (63) and auto repair shops (63) have the highest Groundwork market scores. For medical and dental practices, that ranks #439 of 2,394 scored counties.

How does Crawford County, IA compare with the U.S.?

Median household income in Crawford County is $67,027, 17% below the U.S. median of $80,734. The population fell 1.5% from 2020 to 2025, against +3.1% for the U.S. The median home value is $153,700, against $332,700 for the U.S. Against the U.S., map listings per household run highest for gas stations (88% above the U.S. rate) and lowest for medical and dental practices (55% 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. 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. 23 of the 56 business types have a score in Crawford County, each ranked against other counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Crawford County. 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 Iowa · Every U.S. market · How we measure

Screening a site or an acquisition in Crawford 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 Crawford 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.