Groundwork

County profile · Missouri

Madison County, MO market data

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

Population, 2025
12,858
+1.9% since 2020
Households
4,683
Median household income
$54,434
+24.8% vs. 2015–2019, before inflation
Median home value
$159,000
Jobs located here
3,621
Highest market score
72
Doctors, dentists and clinics, #277 of 2,394 scored counties

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

An estimated 12,858 people live in Madison County, in 4,683 households. Population estimates put the population change in Madison County from 2020 to 2025 at +1.9%, slower than the U.S. (+3.1%). The median household income in Madison County is $54,434 a year, 33% below the U.S. median of $80,734. That rose 24.8% from the 2015–2019 survey, before inflation.

Set against the U.S., households in Madison County spend the most on vehicle maintenance and repairs (an index of 118, where 100 is the U.S. average) and the least on child care and other personal services (53).

The highest Groundwork market scores in Madison County are for medical and dental practices (72), grocery and convenience stores (53) and clothing and shoe stores (52). Madison County ranks #277 of 2,394 scored counties for medical and dental practices.

For its number of households, Madison County has the most map listings, relative to the U.S., for gas stations (2.6 times the U.S. rate) and the fewest for medical and dental practices (62% below the U.S. rate).

All 56 business types in Madison County

Highest Groundwork market score first. Each score compares Madison 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 Madison County, MO, 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 clinics72#277 of 2,3941532.0$392K257Under 3
Grocery and convenience stores53#1,061 of 2,402817.1$3.2M963
Clothing and shoe stores52#967 of 2,087510.7$1.6M128Under 3
Clothing, shoes and laundry51#1,088 of 2,210714.9$1.2M132Under 3
Sit-down restaurants48#1,281 of 2,4052451.2$650K986
Gyms, studios and classes47#1,207 of 2,088510.7$637K96Under 3
Insurance agencies45#1,300 of 2,272817.1$1.1M843
Auto repair and car care44#1,486 of 2,4012655.5$204K767
Salons, barbers and spas42#1,625 of 2,3851838.4$225K106Under 3
Restaurants and cafes41#1,575 of 2,4054494.0$355K9619
Tire shops38#1,092 of 1,530510.7$1.1M42Under 3
Fast food and sandwich shops37#1,595 of 2,222612.8$2.6M8510
Auto repair shops36#1,822 of 2,3781634.2$331K757
Hair salons36#1,839 of 2,3391123.5$368K86Under 3
Real estate35#1,860 of 2,2291021.4Index only137Under 3
Gas stations29#2,002 of 2,3581327.8$1.1M448
Real estate agents and brokers28#2,075 of 2,1761021.4Index only108Under 3
Pizza27#1,869 of 2,090612.8$2.6M5110
Child care and preschools14#1,561 of 1,611612.8$239K244
Coffee shops and cafesNot scoredNot scored48.5$3.9M1053
Convenience storesNot scoredNot scored48.5$6.5M82Under 3
Spas and skin careNot scoredNot scored48.5$1M116Under 3
Bakeries and dessert shopsNot scoredNot scored36.4$5.2M1253
Home repair tradesNot scoredNot scored36.4$3.7M1543
Martial arts and dance studiosNot scoredNot scored36.4$1.1M53Under 3
Pet businessesNot scoredNot scored36.4$1.1M127Under 3
Primary care and pediatricsNot scoredNot scored36.4$2M110Under 3
BarbershopsNot scoredNot scored24.3$2MToo fewUnder 3
ChiropractorsNot scoredNot scored24.3$2.9MToo fewUnder 3
GymsNot scoredNot scored24.3$1.6MToo fewUnder 3
Lawn, cleaning and pest controlNot scoredNot scored24.3$2.6MToo few3
Optometrists and eye careNot scoredNot scored24.3$2.9MToo fewUnder 3
Pet grooming and boardingNot scoredNot scored24.3$1.7MToo fewUnder 3
Roofing and guttersNot scoredNot scored24.3$5.6MToo fewUnder 3
Car washes and detailingNot scoredNot scored12.1$5.3MToo fewUnder 3
Collision repair and body shopsNot scoredNot scored12.1$5.3MToo few3
Dentists and orthodontistsNot scoredNot scored12.1$5.9MToo fewUnder 3
Funeral homesNot scoredNot scored12.1$734KToo fewUnder 3
Grocery storesNot scoredNot scored12.1$25.9MToo few3
House cleaningNot scoredNot scored12.1$5.1MToo fewUnder 3
HVAC and plumbingNot scoredNot scored12.1$11.2MToo few3
LaundromatsNot scoredNot scored12.1$8.1MToo fewUnder 3
Nail salonsNot scoredNot scored12.1$4MToo fewUnder 3
Pest controlNot scoredNot scored12.1$5.1MToo fewUnder 3
VeterinariansNot scoredNot scored12.1$3.4MToo fewUnder 3
Dry cleanersNot scoredNot scored00.0None listedNone listedUnder 3
ElectriciansNot scoredNot scored00.0None listedNone listedUnder 3
Home inspectorsNot scoredNot scored00.0None listedNone listedUnder 3
Landscaping and lawn careNot scoredNot scored00.0None listedNone listed3
Mortgage brokers and lendersNot scoredNot scored00.0None listedNone listedUnder 3
Oil change and quick lubeNot scoredNot scored00.0None listedNone listedUnder 3
Pet storesNot scoredNot scored00.0None listedNone listedUnder 3
Physical therapyNot 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
Yoga, Pilates and fitness studiosNot scoredNot scored00.0None listedNone listedUnder 3

Household spending in Madison 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 Madison County, MO by line, per household, and against the U.S.
Spending lineA year, all householdsPer householdIndex vs. U.S. (100)
Vehicle maintenance and repairs$5.3M$1,133118
Gasoline and other fuels$13.7M$2,932113
Food away from home$15.6M$3,33182
Groceries$25.9M$5,53888
Personal care products and services$4M$86486
Child care and other personal services$1.4M$30653
Memberships, classes and admissions$3.2M$68069
Medical and dental services$5.9M$1,25798
Pets$3.4M$71779
Clothing, shoes and related services$8.1M$1,73584
Vehicle insurance$8.4M$1,79692
Home repairs, maintenance and insurance$11.2M$2,40180
Lawn care, cleaning and other household services$5.1M$1,09778
Rent and homeowner costs$59.1M$12,62876

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 Madison County

Population, 2025 estimate
12,858+1.9% since 2020
Households
4,683
Median age
42.1
Homes lived in by their owners
74%
Vehicles per household
2.0
Land area
494 sq. mi.
People per square mile
26
Median household income
$54,434+24.8% vs. 2015–2019, before inflation
Average household income
$79,030
Median home value
$159,000
Jobs located here
3,621
Daytime population
11,104Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Madison 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 Madison 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 Madison County, MO growing?

Population estimates put Madison County at 12,858 people in 2025, up 1.9% since 2020, slower than the U.S. (+3.1%). It has 4,683 households. Against the 2015–2019 survey, median household income rose 24.8%, before inflation.

How much do households in Madison County, MO spend?

Households in Madison County spend about $59.1M a year on rent and homeowner costs, $25.9M on groceries and $15.6M on food away from home. Relative to the U.S., household spending in Madison County runs highest on vehicle maintenance and repairs (an index of 118, where 100 is the U.S. average) and lowest on child care and other personal services (53).

Which business types have the highest market scores in Madison County, MO?

Of the business types scored in Madison County, medical and dental practices (72), grocery and convenience stores (53) and clothing and shoe stores (52) have the highest Groundwork market scores. For medical and dental practices, that ranks #277 of 2,394 scored counties.

How does Madison County, MO compare with the U.S.?

Median household income in Madison County is $54,434, 33% below the U.S. median of $80,734. The population rose 1.9% from 2020 to 2025, against +3.1% for the U.S. The median home value is $159,000, against $332,700 for the U.S. Against the U.S., map listings per household run highest for gas stations (2.6 times the U.S. rate) and lowest for medical and dental practices (62% 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. 19 of the 56 business types have a score in Madison 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 Madison 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 Missouri · Every U.S. market · How we measure

Screening a site or an acquisition in Madison 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 Madison 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.