Groundwork

Food and drink · County · Indiana

Coffee shops and cafes in Clay County, IN

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

Groundwork market score · out of 100

Score 66 out of 100: Upper middle

Ranked #405 of 2,063 scored counties
#26 of 70 scored counties in Indiana

Listings
8
1 chain location (13%)
Official establishments
3
All snack and nonalcoholic beverage bars
Household spending a year
$39.1M
On food away from home · $3,703 a household
Spending per listing
$4.9M
32% above the U.S.
Listings per 10k households
7.6
31% below the U.S.
Population, 2025
26,410
−0.1% 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 $39.1M a year on food away from home, or $3,703 per household, 9% below the U.S. average. That is about $4.9M of household spending for each cafe on map listings, 32% 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 8 coffee shops and cafes on map listings as of September 2026. One of them (13%) is a chain location, against 39% across the U.S. That comes to 7.6 for every 10,000 households, 31% below the U.S. rate of 11.0.

In 2023, official counts showed 3 businesses with payroll in Clay County classed as snack and nonalcoholic beverage bars. That is one for every 3,516 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 0.1%, against +3.1% for the U.S. Clay County scores 66 (upper middle) on the Groundwork market score for coffee shops and cafes, ranking #405 of 2,063 scored counties and #26 of 70 scored counties in Indiana. That puts it in the top quarter of counties.

How Clay County compares

The same measures for Indiana 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, IN compared with Indiana and the U.S.
MeasureClay CountyIndianaU.S.
Listings per 10k households7.68.011.0
Spending per listing$4.9M$4.8M$3.7M
Households per official establishment (all snack and nonalcoholic beverage bars)3,5162,1251,518
Official establishment growth, 2019–2023n/a+40.8%+24.3%
Population growth, 2020–2025−0.1%+2.7%+3.1%
Spending per household on food away from home$3,703$3,802$4,070
Median household income$70,010$71,957$80,734
Groundwork market score6670

Official counts and lending

Businesses

Official establishments, 2019 to 2023
3 → 3All snack and nonalcoholic beverage bars
Employees, 2023
37
Annual payroll, 2023
$480K
One-person businesses, 2023
0All snack and nonalcoholic beverage bars with no payroll
Map listings, September 2026
81 chain location
Listings at the U.S. rate for this spending
11The 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
26,410−0.1% since 2020
Households
10,549
Median age
41.4
Homes lived in by their owners
81%
Vehicles per household
2.0
Land area
358 sq. mi.
People per square mile
74
Median household income
$70,010+25.8% vs. 2015–2019, before inflation
Average household income
$101,024
Median home value
$153,000
Jobs located here
7,738
Daytime population
24,011Residents 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 Indiana

Every Indiana market ranked →

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

Top counties in Indiana

Counties in Indiana ranked for coffee shops and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Warrick County, IN87114.4$9.8M+4.4%#38 of 2,063
2Hancock County, IN85247.2$6.2M+13.5%#51 of 2,063
3Dearborn County, IN82104.9$8.1M+1.7%#71 of 2,063
4Boone County, IN82248.4$5.9M+13.5%#83 of 2,063
5Morgan County, IN81196.7$6M+4.4%#91 of 2,063
6Franklin County, IN8055.4$7.2M+2.2%#100 of 2,063
7Putnam County, IN8085.7$6.7M+3.2%#102 of 2,063
8Hendricks County, IN80497.3$6.3M+10.2%#105 of 2,063
9Bartholomew County, IN79236.9$5.8M+4.3%#118 of 2,063
10Lawrence County, IN7684.2$8.5M+1.2%#168 of 2,063
26Clay County, IN6687.6$4.9M−0.1%#405 of 2,063

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, IN?

Map listings as of September 2026 show 8 coffee shops and cafes in Clay County. One of them (13%) is a chain location. The listings count coffee, tea, juice and bubble tea shops, and cafes. Official counts show 3 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, IN spend on food away from home?

About $39.1M a year, or $3,703 per household. That is 9% below the U.S. average (an index of 91, where 100 is the U.S. average). Spread across the 8 coffee shops and cafes on map listings, it comes to $4.9M 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 10,549 households in Clay County and national spending patterns by income.

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

Clay County has 7.6 coffee shops and cafes per 10,000 households, 31% below the U.S. rate of 11.0. Spending per cafe is $4.9M, 32% 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 11, against 8 on map listings. There is one business with payroll in the industry for every 3,516 households, against one for every 1,518 across the U.S.

How fast is Clay County, IN growing?

Population estimates put Clay County at 26,410 people in 2025, down 0.1% since 2020, against +3.1% for the U.S. It has 10,549 households. Median household income in Clay County is $70,010, 13% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 25.8%, 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 66 for coffee shops and cafes (upper middle), #405 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.