Groundwork

Food and drink · County · Texas

Restaurants and cafes in Clay County, TX

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

Groundwork market score · out of 100

Score 84 out of 100: High

Ranked #78 of 2,405 scored counties
#2 of 162 scored counties in Texas

Listings
31
11 chain locations (35%)
Official establishments
8
Businesses with payroll, 2023
Household spending a year
$16.5M
On food away from home · $3,858 a household
Spending per listing
$534K
44% above the U.S.
Listings per 10k households
72.3
34% below the U.S.
Population, 2025
10,764
+5.0% since 2020

See the restaurants and cafes around any address in Clay County

The site report maps the restaurants 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 card

Survey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure

What this means

For restaurants and cafes, Clay County has a Groundwork market score of 84 (high): #78 of 2,405 scored counties and #2 of 162 scored counties in Texas. That puts it in the top 10% of counties for restaurants and cafes.

Households in Clay County spend about $16.5M a year on food away from home, or $3,858 per household, 5% below the U.S. average. Spread across 31 restaurants and cafes, that is $534K per restaurant, 44% above the U.S. figure of $371K.

There are 31 restaurants and cafes on map listings in Clay County as of September 2026. Of those, 11 are chain locations, or 35%, against 34% across the U.S. That is 72.3 per 10,000 households, 34% below the U.S. rate of 109.8.

The official count of businesses with payroll classed as restaurants and other eating places in Clay County was 8 in 2023. That is one for every 536 households, against one for every 209 across the U.S. Between 2020 and 2025, the population of Clay County grew 5.0%, faster than the U.S. (+3.1%).

How Clay County compares

The same measures for Texas and the whole U.S. Spending per listing divides a year of household spending on all food away from home by the restaurants 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.

Restaurants and cafes in Clay County, TX compared with Texas and the U.S.
MeasureClay CountyTexasU.S.
Listings per 10k households72.3120.5109.8
Spending per listing$534K$329K$371K
Households per official establishment536207209
Official establishment growth, 2019–2023n/a+12.4%+6.0%
Population growth, 2020–2025+5.0%+8.5%+3.1%
Spending per household on food away from home$3,858$3,970$4,070
Median household income$80,114$78,476$80,734
Groundwork market score8445

Official counts and lending

Businesses

Official establishments, 2019 to 2023
6 → 8
Employees, 2023
107
Annual payroll, 2023
$1.9M
One-person businesses, 2023
5Businesses with no payroll
Map listings, September 2026
3111 chain locations
Listings at the U.S. rate for this spending
45The 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 restaurants and other eating places 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.

Population and households in Clay County

Population, 2025 estimate
10,764+5.0% since 2020
Households
4,289
Median age
46.4
Homes lived in by their owners
84%
Vehicles per household
2.3
Land area
1,089 sq. mi.
People per square mile
10
Median household income
$80,114+43.1% vs. 2015–2019, before inflation
Average household income
$96,547
Median home value
$171,500
Jobs located here
1,387
Daytime population
6,701Residents 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 restaurants 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 card

Restaurants and cafes across Texas

Every Texas market ranked →

The highest-scoring counties in Texas for restaurants and cafes, numbered among those based in Texas, with Clay County marked.

Top counties in Texas

Counties in Texas ranked for restaurants and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Guadalupe County, TX8653381.5$516K+15.8%#54 of 2,405
2Clay County, TX843172.3$534K+5.0%#78 of 2,405
3San Jacinto County, TX835651.5$666K+7.1%#85 of 2,405
4Wilson County, TX7915585.2$497K+12.2%#158 of 2,405
5Waller County, TX7918399.8$412K+21.9%#162 of 2,405
6Parker County, TX7851090.4$504K+23.5%#179 of 2,405
7Wise County, TX7525199.9$422K+21.5%#251 of 2,405
8Williamson County, TX742,51699.7$478K+22.3%#273 of 2,405
9Fannin County, TX7411791.6$404K+9.2%#282 of 2,405
10Randall County, TX7347383.3$477K+7.9%#319 of 2,405

Other business types in Clay County

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

Questions

How many restaurants and cafes are in Clay County, TX?

As of September 2026, map listings count 31 restaurants and cafes in Clay County. 11 of them (35%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 8 businesses with payroll classed as restaurants and other eating places in 2023. Another 5 one-person businesses have no payroll, by official counts.

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

About $16.5M a year, or $3,858 per household. That is 5% below the U.S. average (an index of 95, where 100 is the U.S. average). Spread across the 31 restaurants and cafes on map listings, it comes to $534K per restaurant. It is estimated from the incomes of the 4,289 households in Clay County and national spending patterns by income.

How does Clay County, TX compare with the U.S. for restaurants and cafes?

Clay County has 72.3 restaurants and cafes per 10,000 households, 34% below the U.S. rate of 109.8. Spending per restaurant is $534K, 44% above the U.S. figure of $371K. At the U.S. ratio of restaurants and cafes to household spending, Clay County would have about 45, against 31 on map listings. There is one business with payroll in the industry for every 536 households, against one for every 209 across the U.S.

How fast is Clay County, TX growing?

Population estimates put Clay County at 10,764 people in 2025, up 5.0% since 2020, faster than the U.S. (+3.1%). It has 4,289 households. Median household income in Clay County is $80,114, in line with the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 43.1%, 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 84 for restaurants and cafes (high), #78 of 2,405 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 restaurants 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 restaurants 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.