Groundwork

Food and drink · County · Texas

Restaurants and cafes in Panola County, TX

The restaurants and cafes in Panola County, TX, the household spending behind them and how the market ranks against other counties.

Groundwork market score · out of 100

Score 65 out of 100: Upper middle

Ranked #575 of 2,405 scored counties
#27 of 162 scored counties in Texas

Listings
76
25 chain locations (33%)
Official establishments
26
+8.3% since 2019
Household spending a year
$31.8M
On food away from home · $3,579 a household
Spending per listing
$419K
13% above the U.S.
Listings per 10k households
85.4
22% below the U.S.
Population, 2025
23,018
+2.3% since 2020

See the restaurants and cafes around any address in Panola 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 Panola 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

Household spending on food away from home in Panola County comes to about $31.8M a year: $3,579 per household, 12% below the U.S. average. That is about $419K of household spending for each restaurant on map listings, 13% above the U.S. figure of $371K.

Panola County has 76 restaurants and cafes on map listings as of September 2026. Of those, 25 are chain locations, or 33%, against 34% across the U.S. Per 10,000 households, that is 85.4, 22% below the U.S. rate of 109.8.

Official counts show 26 businesses with payroll classed as restaurants and other eating places in Panola County in 2023, up 8.3% from 2019. That is one for every 342 households, against one for every 209 across the U.S. Official counts also show 7 one-person businesses without payroll.

Population estimates put the population change in Panola County from 2020 to 2025 at +2.3%, slower than the U.S. (+3.1%). Panola County scores 65 (upper middle) on the Groundwork market score for restaurants and cafes, ranking #575 of 2,405 scored counties and #27 of 162 scored counties in Texas. That puts it in the top quarter of counties.

How Panola 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 Panola County, TX compared with Texas and the U.S.
MeasurePanola CountyTexasU.S.
Listings per 10k households85.4120.5109.8
Spending per listing$419K$329K$371K
Households per official establishment342207209
Official establishment growth, 2019–2023+8.3%+12.4%+6.0%
Population growth, 2020–2025+2.3%+8.5%+3.1%
Spending per household on food away from home$3,579$3,970$4,070
Median household income$64,894$78,476$80,734
Groundwork market score6545

Official counts and lending

Businesses

Official establishments, 2019 to 2023
24 → 26+8.3% over the period
Employees, 2023
454
Annual payroll, 2023
$8.4M
One-person businesses, 2023
7Businesses with no payroll
Map listings, September 2026
7625 chain locations
Listings at the U.S. rate for this spending
86The 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 Panola 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 Panola County

Population, 2025 estimate
23,018+2.3% since 2020
Households
8,898
Median age
41.7
Homes lived in by their owners
80%
Vehicles per household
1.9
Land area
811 sq. mi.
People per square mile
28
Median household income
$64,894+22.5% vs. 2015–2019, before inflation
Average household income
$90,837
Median home value
$158,100
Jobs located here
7,678
Daytime population
21,066Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Panola 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 Panola County. Signed out, you see a blurred preview; on an account, each report is one action.

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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 Panola 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
27Panola County, TX657685.4$419K+2.3%#575 of 2,405

Other business types in Panola County

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

Questions

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

Map listings as of September 2026 show 76 restaurants and cafes in Panola County. 25 of them (33%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 26 businesses with payroll classed as restaurants and other eating places in 2023, up 8.3% from 2019. Another 7 one-person businesses have no payroll, by official counts.

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

About $31.8M a year, or $3,579 per household. That is 12% below the U.S. average (an index of 88, where 100 is the U.S. average). Spread across the 76 restaurants and cafes on map listings, it comes to $419K per restaurant. It is estimated from the incomes of the 8,898 households in Panola County and national spending patterns by income.

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

Panola County has 85.4 restaurants and cafes per 10,000 households, 22% below the U.S. rate of 109.8. Spending per restaurant is $419K, 13% above the U.S. figure of $371K. At the U.S. ratio of restaurants and cafes to household spending, Panola County would have about 86, against 76 on map listings. There is one business with payroll in the industry for every 342 households, against one for every 209 across the U.S. The official count rose 8.3% from 2019 to 2023, against +6.0% for the U.S.

How fast is Panola County, TX growing?

Population estimates put Panola County at 23,018 people in 2025, up 2.3% since 2020, slower than the U.S. (+3.1%). It has 8,898 households. Median household income in Panola County is $64,894, 20% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 22.5%, 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. Panola County scores 65 for restaurants and cafes (upper middle), #575 of 2,405 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Panola 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 Panola County

Screening a site or an acquisition in Panola 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 Panola 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.