Groundwork

Food and drink · County · Missouri

Coffee shops and cafes in Douglas County, MO

Competitor counts, household spending and official business counts for coffee shops and cafes in Douglas County, MO, set against other counties and the U.S.

Groundwork market score · out of 100

Score 28 out of 100: Lower middle

Ranked #1,826 of 2,063 scored counties
#63 of 72 scored counties in Missouri

Listings
7
0 chain locations (0%)
Official establishments
n/a
Fewer than 3, or not published
Household spending a year
$14.2M
On food away from home · $3,060 a household
Spending per listing
$2M
45% below the U.S.
Listings per 10k households
15.0
36% above the U.S.
Population, 2025
12,342
+6.4% since 2020

See the coffee shops and cafes around any address in Douglas County

The site report maps the coffee shops and cafes 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 Douglas 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

Douglas County scores 28 (lower middle) on the Groundwork market score for coffee shops and cafes, ranking #1,826 of 2,063 scored counties and #63 of 72 scored counties in Missouri. That puts it in the bottom quarter of counties.

At $3,060 per household (25% below the U.S. average), households in Douglas County spend about $14.2M a year on food away from home. That is about $2M of household spending for each cafe on map listings, 45% below the U.S. figure of $3.7M. The spending figure covers all food away from home, not only coffee shops and cafes.

There are 7 coffee shops and cafes on map listings in Douglas County as of September 2026. None of them are chain locations, against 39% across the U.S. That comes to 15.0 for every 10,000 households, 36% above the U.S. rate of 11.0.

Official counts don’t publish a figure for snack and nonalcoholic beverage bars in Douglas County, since they leave out counts under 3. Between 2020 and 2025, the population of Douglas County grew 6.4%, faster than the U.S. (+3.1%).

How Douglas County compares

The same measures for Missouri and the whole U.S. Spending per listing divides a year of household spending on all food away from home by the coffee shops and cafes counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Coffee shops and cafes in Douglas County, MO compared with Missouri and the U.S.
MeasureDouglas CountyMissouriU.S.
Listings per 10k households15.09.811.0
Spending per listing$2M$3.9M$3.7M
Households per official establishment (all snack and nonalcoholic beverage bars)n/a2,0801,518
Official establishment growth, 2019–2023n/a+45.0%+24.3%
Population growth, 2020–2025+6.4%+1.9%+3.1%
Spending per household on food away from home$3,060$3,799$4,070
Median household income$45,985$70,702$80,734
Groundwork market score2855

Official counts and lending

Businesses

Official establishments, 2019 to 2023
n/aAll snack and nonalcoholic beverage bars
Employees, 2023
n/a
Annual payroll, 2023
n/a
One-person businesses, 2023
0All snack and nonalcoholic beverage bars with no payroll
Map listings, September 2026
70 chain locations
Listings at the U.S. rate for this spending
4The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
0
Amount
$0

SBA-backed loans to businesses classed as snack and nonalcoholic beverage bars in Douglas County, 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 snack and nonalcoholic beverage bars, not only coffee shops and cafes.

Population and households in Douglas County

Population, 2025 estimate
12,342+6.4% since 2020
Households
4,654
Median age
45.0
Homes lived in by their owners
81%
Vehicles per household
2.2
Land area
814 sq. mi.
People per square mile
15
Median household income
$45,985+22.9% vs. 2015–2019, before inflation
Average household income
$73,551
Median home value
$168,200
Jobs located here
2,403
Daytime population
11,144Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Douglas 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 coffee shops and cafes on map listings by name and distance.

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

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Coffee shops and cafes across Missouri

Every Missouri market ranked →

The highest-scoring counties in Missouri for coffee shops and cafes, numbered among those based in Missouri, with Douglas County marked.

Top counties in Missouri

Counties in Missouri ranked for coffee shops and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Warren County, MO9253.6$11.1M+9.2%#12 of 2,063
2Lincoln County, MO88167.0$5.8M+11.4%#33 of 2,063
3Jefferson County, MO85414.6$8.6M+2.7%#47 of 2,063
4Newton County, MO82115.0$7.2M+6.1%#75 of 2,063
5Christian County, MO81298.3$4.9M+8.3%#97 of 2,063
6St. Charles County, MO751187.3$6.4M+4.9%#185 of 2,063
7Cass County, MO75347.9$5.3M+7.1%#192 of 2,063
8Callaway County, MO73116.7$5.5M+3.2%#236 of 2,063
9Barry County, MO7086.0$5.7M+4.8%#296 of 2,063
10Pettis County, MO65127.1$4.8M+2.9%#434 of 2,063
63Douglas County, MO28715.0$2M+6.4%#1,826 of 2,063

Other business types in Douglas County

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

Questions

How many coffee shops and cafes are in Douglas County, MO?

As of September 2026, map listings count 7 coffee shops and cafes in Douglas County. None of them are chain locations. The listings count coffee, tea, juice and bubble tea shops, and cafes. No official count is published for snack and nonalcoholic beverage bars in Douglas County: counts under 3 are left out.

How much do households in Douglas County, MO spend on food away from home?

About $14.2M a year, or $3,060 per household. That is 25% below the U.S. average (an index of 75, where 100 is the U.S. average). Spread across the 7 coffee shops and cafes on map listings, it comes to $2M per cafe. That spending covers all food away from home, which coffee shops and cafes share with other businesses in the trade. It is estimated from the incomes of the 4,654 households in Douglas County and national spending patterns by income.

How does Douglas County, MO compare with the U.S. for coffee shops and cafes?

Douglas County has 15.0 coffee shops and cafes per 10,000 households, 36% above the U.S. rate of 11.0. Spending per cafe is $2M, 45% below the U.S. figure of $3.7M. At the U.S. ratio of coffee shops and cafes to household spending, Douglas County would have about 4, against 7 on map listings.

How fast is Douglas County, MO growing?

Population estimates put Douglas County at 12,342 people in 2025, up 6.4% since 2020, faster than the U.S. (+3.1%). It has 4,654 households. Median household income in Douglas County is $45,985, 43% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 22.9%, 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. 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. Douglas County scores 28 for coffee shops and cafes (lower middle), #1,826 of 2,063 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Douglas County. It maps the coffee shops and cafes 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 coffee shops and cafes · All 56 business types in Douglas County

Screening a site or an acquisition in Douglas 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 Douglas 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.