Food and drink · County · Mississippi
Coffee shops and cafes in Clay County, MS
The coffee shops and cafes in Clay County, MS, the household spending behind them and how the market ranks against other counties.
Groundwork market score · out of 100
Score 25 out of 100: Lower middle
Ranked #1,873 of 2,063 scored counties
#34 of 48 scored counties in Mississippi
- Listings
- 6
- 0 chain locations (0%)
- Official establishments
- n/a
- Fewer than 3, or not published
- Household spending a year
- $22M
- On food away from home · $2,813 a household
- Spending per listing
- $3.7M
- In line with the U.S.
- Listings per 10k households
- 7.7
- 30% below the U.S.
- Population, 2025
- 18,238
- −2.0% 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
Clay County scores 25 (lower middle) on the Groundwork market score for coffee shops and cafes, ranking #1,873 of 2,063 scored counties and #34 of 48 scored counties in Mississippi. That puts it in the bottom quarter of counties.
Map listings as of September 2026 show 6 coffee shops and cafes in Clay County. None of them are chain locations, against 39% across the U.S. Per 10,000 households, that is 7.7, 30% below the U.S. rate of 11.0.
Household spending on food away from home in Clay County comes to about $22M a year: $2,813 per household, 31% below the U.S. average. That is about $3.7M of household spending for each cafe on map listings, in line with the U.S. figure of $3.7M. That spending covers all food away from home, which coffee shops and cafes share with other businesses in the trade.
There is no official count of businesses with payroll classed as snack and nonalcoholic beverage bars in Clay County: counts under 3 aren’t published. Population estimates show Clay County declined 2.0% from 2020 to 2025, against +3.1% for the U.S.
How Clay County compares
The same measures for Mississippi 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 | Mississippi | U.S. |
|---|---|---|---|
| Listings per 10k households | 7.7 | 9.2 | 11.0 |
| Spending per listing | $3.7M | $3.6M | $3.7M |
| Households per official establishment (all snack and nonalcoholic beverage bars) | n/a | 1,859 | 1,518 |
| Official establishment growth, 2019–2023 | n/a | +68.3% | +24.3% |
| Population growth, 2020–2025 | −2.0% | −0.1% | +3.1% |
| Spending per household on food away from home | $2,813 | $3,288 | $4,070 |
| Median household income | $43,125 | $56,447 | $80,734 |
| Groundwork market score | 25 | 33 |
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
- 60 chain locations
- Listings at the U.S. rate for this spending
- 6The 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 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
- 18,238−2.0% since 2020
- Households
- 7,805
- Median age
- 41.4
- Homes lived in by their owners
- 71%
- Vehicles per household
- 1.9
- Land area
- 410 sq. mi.
- People per square mile
- 45
- Median household income
- $43,125+35.5% vs. 2015–2019, before inflation
- Average household income
- $63,753
- Median home value
- $129,100
- Jobs located here
- 7,035
- Daytime population
- 17,349Residents 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 Mississippi
Every Mississippi market ranked →The highest-scoring counties in Mississippi for coffee shops and cafes, numbered among those based in Mississippi, with Clay County marked.
Top counties in Mississippi
| Market | Score | Listings | Per 10k households | Spending per listing | Population growth | U.S. rank |
|---|---|---|---|---|---|---|
| 1George County, MS | 67 | 7 | 7.5 | $4.5M | +8.1% | #388 of 2,063 |
| 2Marshall County, MS | 63 | 6 | 4.5 | $7M | +2.6% | #491 of 2,063 |
| 3DeSoto County, MS | 62 | 62 | 8.7 | $4.6M | +6.3% | #538 of 2,063 |
| 4Monroe County, MS | 60 | 5 | 3.6 | $8.7M | −2.4% | #585 of 2,063 |
| 5Warren County, MS | 59 | 9 | 5.4 | $6.5M | −6.3% | #632 of 2,063 |
| 6Madison County, MS | 54 | 46 | 10.5 | $3.9M | +6.5% | #856 of 2,063 |
| 7Lamar County, MS | 53 | 28 | 11.0 | $3.3M | +4.7% | #911 of 2,063 |
| 8Pontotoc County, MS | 52 | 10 | 8.5 | $3.7M | +2.9% | #944 of 2,063 |
| 9Scott County, MS | 49 | 6 | 6.2 | $4.7M | +0.4% | #1,030 of 2,063 |
| 10Jackson County, MS | 49 | 68 | 11.8 | $3M | +3.0% | #1,071 of 2,063 |
| 34Clay County, MS | 25 | 6 | 7.7 | $3.7M | −2.0% | #1,873 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 cafes27
- Sit-down restaurants33
- Fast food and sandwich shops14
- Pizza
- Coffee shops and cafes25
- Bakeries and dessert shops12
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, MS?
There are 6 coffee shops and cafes on map listings in Clay County as of September 2026. 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 Clay County: counts under 3 are left out.
How much do households in Clay County, MS spend on food away from home?
About $22M a year, or $2,813 per household. That is 31% below the U.S. average (an index of 69, where 100 is the U.S. average). Spread across the 6 coffee shops and cafes on map listings, it comes to $3.7M per cafe. The spending figure covers all food away from home, not only coffee shops and cafes. It is estimated from the incomes of the 7,805 households in Clay County and national spending patterns by income.
How does Clay County, MS compare with the U.S. for coffee shops and cafes?
Clay County has 7.7 coffee shops and cafes per 10,000 households, 30% below the U.S. rate of 11.0. Spending per cafe is $3.7M, in line with the U.S. figure of $3.7M. The count on map listings matches the U.S. ratio of coffee shops and cafes to household spending.
How fast is Clay County, MS growing?
Population estimates put Clay County at 18,238 people in 2025, down 2.0% since 2020, against +3.1% for the U.S. It has 7,805 households. The median household income in Clay County is $43,125 a year, 47% below the U.S. median of $80,734. That rose 35.5% from the 2015–2019 survey, 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 25 for coffee shops and cafes (lower middle), #1,873 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.