Groundwork

Food and drink · County · Arkansas

Coffee shops and cafes in Clay County, AR

The coffee shops and cafes in Clay County, AR, the household spending behind them and how the market ranks against other counties.

Groundwork market score

Not scored

The score needs at least 5 listings; this market has 4.

Listings
4
0 chain locations (0%)
Official establishments
4
All snack and nonalcoholic beverage bars
Household spending a year
$17.9M
On food away from home · $2,969 a household
Spending per listing
$4.5M
21% above the U.S.
Listings per 10k households
6.6
40% below the U.S.
Population, 2025
14,052
−3.3% 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.

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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

Households in Clay County spend about $17.9M a year on food away from home, or $2,969 per household, 27% below the U.S. average. That is about $4.5M of household spending for each cafe on map listings, 21% above the U.S. figure of $3.7M. The spending figure covers all food away from home, not only coffee shops and cafes.

There are 4 coffee shops and cafes on map listings in Clay County as of September 2026. That is 6.6 per 10,000 households, 40% below the U.S. rate of 11.0.

Official counts show 4 businesses with payroll classed as snack and nonalcoholic beverage bars in Clay County in 2023. That is one for every 1,505 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.

Between 2020 and 2025, the population of Clay County declined 3.3%, against +3.1% for the U.S. With 4 coffee shops and cafes on map listings, Clay County isn’t given a market score: the score needs at least 5, since one listing more or less would swing it.

How Clay County compares

The same measures for Arkansas 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 Clay County, AR compared with Arkansas and the U.S.
MeasureClay CountyArkansasU.S.
Listings per 10k households6.69.211.0
Spending per listing$4.5M$3.7M$3.7M
Households per official establishment (all snack and nonalcoholic beverage bars)1,5052,0131,518
Official establishment growth, 2019–2023n/a+49.4%+24.3%
Population growth, 2020–2025−3.3%+3.3%+3.1%
Spending per household on food away from home$2,969$3,400$4,070
Median household income$51,481$60,773$80,734
Groundwork market scoreNot scored52

Official counts and lending

Businesses

Official establishments, 2019 to 2023
4All snack and nonalcoholic beverage bars
Employees, 2023
6
Annual payroll, 2023
$89K
One-person businesses, 2023
0All snack and nonalcoholic beverage bars with no payroll
Map listings, September 2026
40 chain locations
Listings at the U.S. rate for this spending
5The 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
14,052−3.3% since 2020
Households
6,021
Median age
42.8
Homes lived in by their owners
75%
Vehicles per household
1.9
Land area
639 sq. mi.
People per square mile
22
Median household income
$51,481+38.3% vs. 2015–2019, before inflation
Average household income
$64,802
Median home value
$94,600
Jobs located here
3,028
Daytime population
11,822Residents 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.

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Coffee shops and cafes across Arkansas

Every Arkansas market ranked →

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

Top counties in Arkansas

Counties in Arkansas ranked for coffee shops and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Saline County, AR78316.2$6.1M+7.6%#137 of 2,063
2Lonoke County, AR67238.1$4.5M+3.5%#385 of 2,063
3Benton County, AR6512411.1$3.9M+16.0%#449 of 2,063
4Hot Spring County, AR6364.9$6.4M+1.1%#493 of 2,063
5Miller County, AR6074.3$7M−0.5%#587 of 2,063
6Jefferson County, AR54135.4$5.6M−5.7%#833 of 2,063
7Cleburne County, AR5487.6$4.1M+3.9%#852 of 2,063
8Greene County, AR54168.9$3.6M+3.4%#863 of 2,063
9Logan County, AR5367.0$4.7M+2.5%#881 of 2,063
10Crawford County, AR532410.3$3.2M+4.1%#916 of 2,063
Clay County, ARNot scored46.6$4.5M−3.3%

Other business types in Clay County

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

Questions

How many coffee shops and cafes are in Clay County, AR?

As of September 2026, map listings count 4 coffee shops and cafes in Clay County. The listings count coffee, tea, juice and bubble tea shops, and cafes. Official counts show 4 businesses with payroll classed as snack and nonalcoholic beverage bars in 2023. The official count takes in all snack and nonalcoholic beverage bars, not only coffee shops and cafes: bakeries and dessert shops are counted too.

How much do households in Clay County, AR spend on food away from home?

About $17.9M a year, or $2,969 per household. That is 27% below the U.S. average (an index of 73, where 100 is the U.S. average). Spread across the 4 coffee shops and cafes on map listings, it comes to $4.5M 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 6,021 households in Clay County and national spending patterns by income.

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

Clay County has 6.6 coffee shops and cafes per 10,000 households, 40% below the U.S. rate of 11.0. Spending per cafe is $4.5M, 21% 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 5, against 4 on map listings. There is one business with payroll in the industry for every 1,505 households, against one for every 1,518 across the U.S.

How fast is Clay County, AR growing?

Population estimates put Clay County at 14,052 people in 2025, down 3.3% since 2020, against +3.1% for the U.S. It has 6,021 households. Median household income in Clay County is $51,481, 36% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 38.3%, 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 has no market score for coffee shops and cafes: the score needs at least 5 on map listings, and it has 4.

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.