Food and drink · County · Missouri
Coffee shops and cafes in Clay County, MO
Competitor counts, household spending and official business counts for coffee shops and cafes in Clay County, MO, set against other counties and the U.S.
Groundwork market score · out of 100
Score 65 out of 100: Upper middle
Ranked #448 of 2,063 scored counties
#11 of 72 scored counties in Missouri
- Listings
- 108
- 52 chain locations (48%)
- Official establishments
- 49
- All snack and nonalcoholic beverage bars · +63.3% since 2019
- Household spending a year
- $428.7M
- On food away from home · $4,195 a household
- Spending per listing
- $4M
- 7% above the U.S.
- Listings per 10k households
- 10.6
- 4% below the U.S.
- Population, 2025
- 265,032
- +4.3% since 2020
See the coffee shops and cafes around any address in Clay 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 Clay County. Signed out, you see a blurred preview; on an account, each report is one action.
Free10 actions over 3 days, no cardSurvey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure
What this means
Household spending on food away from home in Clay County comes to about $428.7M a year: $4,195 per household, 3% above the U.S. average. Spread across 108 coffee shops and cafes, that is $4M per cafe, 7% above the U.S. figure of $3.7M. The spending figure covers all food away from home, not only coffee shops and cafes.
Clay County has 108 coffee shops and cafes on map listings as of September 2026. Chain locations make up 48% of them, against 39% across the U.S. That is 10.6 per 10,000 households, 4% below the U.S. rate of 11.0.
The official count of businesses with payroll classed as snack and nonalcoholic beverage bars in Clay County was 49 in 2023, up 63.3% from 2019. That is one for every 2,085 households, against one for every 1,518 across the U.S. That count covers all snack and nonalcoholic beverage bars (bakeries and dessert shops included), not only coffee shops and cafes. Official counts also show 14 one-person businesses without payroll. Since fiscal 2022, 5 SBA-backed loans worth $1.3M have gone to businesses classed as snack and nonalcoholic beverage bars in Clay County.
Population estimates show Clay County grew 4.3% from 2020 to 2025, faster than the U.S. (+3.1%). For coffee shops and cafes, Clay County has a Groundwork market score of 65 (upper middle): #448 of 2,063 scored counties and #11 of 72 scored counties in Missouri. That puts it in the top quarter of counties.
How Clay 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.
| Measure | Clay County | Missouri | U.S. |
|---|---|---|---|
| Listings per 10k households | 10.6 | 9.8 | 11.0 |
| Spending per listing | $4M | $3.9M | $3.7M |
| Households per official establishment (all snack and nonalcoholic beverage bars) | 2,085 | 2,080 | 1,518 |
| Official establishment growth, 2019–2023 | +63.3% | +45.0% | +24.3% |
| Population growth, 2020–2025 | +4.3% | +1.9% | +3.1% |
| Spending per household on food away from home | $4,195 | $3,799 | $4,070 |
| Median household income | $88,468 | $70,702 | $80,734 |
| Groundwork market score | 65 | 55 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 30 → 49All snack and nonalcoholic beverage bars · +63.3% over the period
- Employees, 2023
- 529
- Annual payroll, 2023
- $10.7M
- One-person businesses, 2023
- 14All snack and nonalcoholic beverage bars with no payroll
- Map listings, September 2026
- 10852 chain locations
- Listings at the U.S. rate for this spending
- 116The U.S. ratio of listings to household spending, applied here
SBA-backed loans since fiscal 2022
- Loans
- 5
- Amount
- $1.3M
SBA-backed loans to businesses classed as snack and nonalcoholic beverage bars in Clay 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 Clay County
- Population, 2025 estimate
- 265,032+4.3% since 2020
- Households
- 102,171
- Median age
- 38.7
- Homes lived in by their owners
- 69%
- Vehicles per household
- 1.9
- Land area
- 398 sq. mi.
- People per square mile
- 649
- Median household income
- $88,468+25.5% vs. 2015–2019, before inflation
- Average household income
- $108,962
- Median home value
- $275,600
- Jobs located here
- 117,697
- Daytime population
- 242,115Residents who don’t work, plus everyone whose job is here
Looking at a specific site in Clay 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 Clay County. Signed out, you see a blurred preview; on an account, each report is one action.
Free10 actions over 3 days, no cardCoffee 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 Clay County marked.
Top counties in Missouri
| Market | Score | Listings | Per 10k households | Spending per listing | Population growth | U.S. rank |
|---|---|---|---|---|---|---|
| 1Warren County, MO | 92 | 5 | 3.6 | $11.1M | +9.2% | #12 of 2,063 |
| 2Lincoln County, MO | 88 | 16 | 7.0 | $5.8M | +11.4% | #33 of 2,063 |
| 3Jefferson County, MO | 85 | 41 | 4.6 | $8.6M | +2.7% | #47 of 2,063 |
| 4Newton County, MO | 82 | 11 | 5.0 | $7.2M | +6.1% | #75 of 2,063 |
| 5Christian County, MO | 81 | 29 | 8.3 | $4.9M | +8.3% | #97 of 2,063 |
| 6St. Charles County, MO | 75 | 118 | 7.3 | $6.4M | +4.9% | #185 of 2,063 |
| 7Cass County, MO | 75 | 34 | 7.9 | $5.3M | +7.1% | #192 of 2,063 |
| 8Callaway County, MO | 73 | 11 | 6.7 | $5.5M | +3.2% | #236 of 2,063 |
| 9Barry County, MO | 70 | 8 | 6.0 | $5.7M | +4.8% | #296 of 2,063 |
| 10Pettis County, MO | 65 | 12 | 7.1 | $4.8M | +2.9% | #434 of 2,063 |
| 11Clay County, MO | 65 | 108 | 10.6 | $4M | +4.3% | #448 of 2,063 |
Other business types in Clay County
Each with its Groundwork market score here, out of 100, where it has one.
Food and drink
- Restaurants and cafes69
- Sit-down restaurants74
- Fast food and sandwich shops56
- Pizza63
- Coffee shops and cafes65
- Bakeries and dessert shops71
Groceries and convenience
Auto
Beauty and personal care
Fitness and classes
Health care
Child care
Clothing and laundry
Home services
Real estate
Funeral services
Questions
How many coffee shops and cafes are in Clay County, MO?
Map listings as of September 2026 show 108 coffee shops and cafes in Clay County. 52 of them (48%) are chain locations. The listings count coffee, tea, juice and bubble tea shops, and cafes. Official counts show 49 businesses with payroll classed as snack and nonalcoholic beverage bars in 2023, up 63.3% from 2019. The official count takes in all snack and nonalcoholic beverage bars, not only coffee shops and cafes: bakeries and dessert shops are counted too. Another 14 one-person businesses have no payroll, by official counts.
How much do households in Clay County, MO spend on food away from home?
About $428.7M a year, or $4,195 per household. That is 3% above the U.S. average (an index of 103, where 100 is the U.S. average). Spread across the 108 coffee shops and cafes on map listings, it comes to $4M 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 102,171 households in Clay County and national spending patterns by income.
How does Clay County, MO compare with the U.S. for coffee shops and cafes?
Clay County has 10.6 coffee shops and cafes per 10,000 households, 4% below the U.S. rate of 11.0. Spending per cafe is $4M, 7% above the U.S. figure of $3.7M. At the U.S. ratio of coffee shops and cafes to household spending, Clay County would have about 116, against 108 on map listings. There is one business with payroll in the industry for every 2,085 households, against one for every 1,518 across the U.S. The official count rose 63.3% from 2019 to 2023, against +24.3% for the U.S.
How fast is Clay County, MO growing?
Population estimates put Clay County at 265,032 people in 2025, up 4.3% since 2020, faster than the U.S. (+3.1%). It has 102,171 households. Median household income in Clay County is $88,468, 10% above the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 25.5%, 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. Clay County scores 65 for coffee shops and cafes (upper middle), #448 of 2,063 scored counties.
How can I see the market around a specific site?
Run a Groundwork site report on an address in Clay 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 Clay County
Screening a site or an acquisition in Clay 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 Clay 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.