Groundwork

County profile · Missouri

Ray County, MO market data

How Ray County compares with other counties for 56 business types: competitors, household spending, official counts and growth.

Population, 2025
23,398
+1.1% since 2020
Households
9,116
Median household income
$74,573
+20.4% vs. 2015–2019, before inflation
Median home value
$198,800
Jobs located here
4,281
Highest market score
81
Doctors, dentists and clinics, #82 of 2,394 scored counties

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

Ray County has an estimated 23,398 people and 9,116 households. Population estimates show Ray County grew 1.1% from 2020 to 2025, slower than the U.S. (+3.1%). Median household income in Ray County is $74,573, 8% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 20.4%, before inflation.

Relative to the U.S., household spending in Ray County runs highest on vehicle maintenance and repairs (an index of 128, where 100 is the U.S. average) and lowest on child care and other personal services (65).

Of the business types scored in Ray County, medical and dental practices (81), restaurants and cafes (80) and sit-down restaurants (79) have the highest Groundwork market scores. For medical and dental practices, that ranks #82 of 2,394 scored counties.

Ray County is part of the Kansas City metro area. Against the U.S., map listings per household run highest for gas stations (71% above the U.S. rate) and lowest for medical and dental practices (68% below the U.S. rate).

All 56 business types in Ray County

Highest Groundwork market score first. Each score compares Ray 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 Ray 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 clinics81#82 of 2,3942527.4$498K3279
Restaurants and cafes80#131 of 2,4055054.8$680K18318
Sit-down restaurants79#136 of 2,4052527.4$1.4M2058
Fast food and sandwich shops75#224 of 2,22288.8$4.3M13910
Clothing, shoes and laundry74#253 of 2,21066.6$2.9M326Under 3
Gyms, studios and classes73#170 of 2,08866.6$1.2M187Under 3
Hair salons68#346 of 2,3391314.3$669K1554
Pizza66#457 of 2,09077.7$4.9M9610
Salons, barbers and spas64#493 of 2,3852628.5$334K1576
Grocery and convenience stores64#626 of 2,4021516.5$3.6M106Under 3
Auto repair and car care62#645 of 2,4012830.7$399K14820
Convenience stores62#682 of 2,26177.7$7.7M98Under 3
Spas and skin care57#616 of 1,76977.7$1.2M142Under 3
Real estate57#705 of 2,2291213.2Index only238Under 3
Real estate agents and brokers55#776 of 2,1761112.1Index only207Under 3
Auto repair shops55#945 of 2,3782224.1$508K11414
Gas stations54#1,006 of 2,3581718.6$1.7M709
Insurance agencies53#1,029 of 2,2721415.4$1.2M983
Lawn, cleaning and pest control51#815 of 1,77177.7$1.5M928
Tire shops48#823 of 1,53055.5$2.2M893
Pet businesses48#1,220 of 2,2001415.4$529K603
Home repair trades47#1,178 of 2,0571011.0$2.4M9715
HVAC and plumbing46#984 of 1,70755.5$4.7M999
Landscaping and lawn care40#1,003 of 1,49355.5$2.2M748
Child care and preschools35#1,214 of 1,61155.5$688K69Under 3
Veterinarians33#1,148 of 1,48555.5$1.5M543
Funeral homes33#1,169 of 1,47277.7$201K30Under 3
BarbershopsNot scoredNot scored44.4$2.2M115Under 3
ChiropractorsNot scoredNot scored44.4$3.1M1303
Coffee shops and cafesNot scoredNot scored44.4$8.5M230Under 3
Dentists and orthodontistsNot scoredNot scored44.4$3.1M3173
Grocery storesNot scoredNot scored44.4$13.5M145Under 3
GymsNot scoredNot scored44.4$1.9M143Under 3
Roofing and guttersNot scoredNot scored44.4$5.9M703
Collision repair and body shopsNot scoredNot scored33.3$3.7M1213
Primary care and pediatricsNot scoredNot scored33.3$4.2M2333
Bakeries and dessert shopsNot scoredNot scored22.2$17MToo fewUnder 3
Car washes and detailingNot scoredNot scored22.2$5.6MToo fewUnder 3
LaundromatsNot scoredNot scored22.2$8.6MToo fewUnder 3
Nail salonsNot scoredNot scored22.2$4.3MToo fewUnder 3
Pet grooming and boardingNot scoredNot scored22.2$3.7MToo fewUnder 3
Clothing and shoe storesNot scoredNot scored11.1$17.2MToo fewUnder 3
ElectriciansNot scoredNot scored11.1$23.5MToo few3
Home inspectorsNot scoredNot scored11.1Index onlyToo fewUnder 3
House cleaningNot scoredNot scored11.1$10.8MToo fewUnder 3
Martial arts and dance studiosNot scoredNot scored11.1$7.4MToo fewUnder 3
Optometrists and eye careNot scoredNot scored11.1$12.5MToo fewUnder 3
Pest controlNot scoredNot scored11.1$10.8MToo fewUnder 3
Pet storesNot scoredNot scored11.1$7.4MToo fewUnder 3
Yoga, Pilates and fitness studiosNot scoredNot scored11.1$7.4MToo fewUnder 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
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

Household spending in Ray 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 Ray 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$11.2M$1,225128
Gasoline and other fuels$28.4M$3,117120
Food away from home$34M$3,73192
Groceries$53.9M$5,91594
Personal care products and services$8.7M$95395
Child care and other personal services$3.4M$37765
Memberships, classes and admissions$7.4M$81783
Medical and dental services$12.5M$1,366106
Pets$7.4M$81289
Clothing, shoes and related services$17.2M$1,88892
Vehicle insurance$17.2M$1,88496
Home repairs, maintenance and insurance$23.5M$2,58386
Lawn care, cleaning and other household services$10.8M$1,18184
Rent and homeowner costs$123.9M$13,59382

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 Ray County

Population, 2025 estimate
23,398+1.1% since 2020
Households
9,116
Median age
42.3
Homes lived in by their owners
77%
Vehicles per household
2.1
Land area
569 sq. mi.
People per square mile
41
Median household income
$74,573+20.4% vs. 2015–2019, before inflation
Average household income
$92,338
Median home value
$198,800
Jobs located here
4,281
Daytime population
16,549Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Ray 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 Ray County. Signed out, you see a blurred preview; on an account, each report is one action.

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Ray County is part of the Kansas City, MO-KS metro area.

Questions

How fast is Ray County, MO growing?

Population estimates put Ray County at 23,398 people in 2025, up 1.1% since 2020, slower than the U.S. (+3.1%). It has 9,116 households. Median household income rose 20.4% from the 2015–2019 survey, before inflation.

How much do households in Ray County, MO spend?

Households in Ray County spend about $123.9M a year on rent and homeowner costs, $53.9M on groceries and $34M on food away from home. Set against the U.S., households in Ray County spend the most on vehicle maintenance and repairs (an index of 128, where 100 is the U.S. average) and the least on child care and other personal services (65).

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

The highest Groundwork market scores in Ray County are for medical and dental practices (81), restaurants and cafes (80) and sit-down restaurants (79). Ray County ranks #82 of 2,394 scored counties for medical and dental practices.

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

The median household income in Ray County is $74,573 a year, 8% below the U.S. median of $80,734. The population rose 1.1% from 2020 to 2025, against +3.1% for the U.S. The median home value is $198,800, against $332,700 for the U.S. For its number of households, Ray County has the most map listings, relative to the U.S., for gas stations (71% above the U.S. rate) and the fewest for medical and dental practices (68% 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. 27 of the 56 business types have a score in Ray 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 Ray 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 Ray 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 Ray 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.