Groundwork

Food and drink · County · Texas

Restaurants and cafes in Upshur County, TX

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

Groundwork market score · out of 100

Score 73 out of 100: Upper middle

Ranked #323 of 2,405 scored counties
#11 of 162 scored counties in Texas

Listings
119
45 chain locations (38%)
Official establishments
39
+25.8% since 2019
Household spending a year
$53.7M
On food away from home · $3,445 a household
Spending per listing
$451K
22% above the U.S.
Listings per 10k households
76.4
30% below the U.S.
Population, 2025
44,410
+8.2% since 2020

See the restaurants and cafes around any address in Upshur 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 Upshur 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

At $3,445 per household (15% below the U.S. average), households in Upshur County spend about $53.7M a year on food away from home. That works out to $451K per restaurant, 22% above the U.S. figure of $371K.

There are 119 restaurants and cafes on map listings in Upshur County as of September 2026. 45 of them (38%) are chain locations, against 34% across the U.S. Per 10,000 households, that is 76.4, 30% below the U.S. rate of 109.8.

The official count of businesses with payroll classed as restaurants and other eating places in Upshur County was 39 in 2023, up 25.8% from 2019. That is one for every 400 households, against one for every 209 across the U.S. Official counts list 17 one-person businesses without payroll.

Population estimates show Upshur County grew 8.2% from 2020 to 2025, faster than the U.S. (+3.1%). The Groundwork market score for restaurants and cafes in Upshur County is 73 (upper middle), #323 of 2,405 scored counties and #11 of 162 scored counties in Texas. That puts it in the top quarter of counties.

How Upshur 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 Upshur County, TX compared with Texas and the U.S.
MeasureUpshur CountyTexasU.S.
Listings per 10k households76.4120.5109.8
Spending per listing$451K$329K$371K
Households per official establishment400207209
Official establishment growth, 2019–2023+25.8%+12.4%+6.0%
Population growth, 2020–2025+8.2%+8.5%+3.1%
Spending per household on food away from home$3,445$3,970$4,070
Median household income$66,208$78,476$80,734
Groundwork market score7345

Official counts and lending

Businesses

Official establishments, 2019 to 2023
31 → 39+25.8% over the period
Employees, 2023
895
Annual payroll, 2023
$18.2M
One-person businesses, 2023
17Businesses with no payroll
Map listings, September 2026
11945 chain locations
Listings at the U.S. rate for this spending
145The 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 Upshur 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 Upshur County

Population, 2025 estimate
44,410+8.2% since 2020
Households
15,583
Median age
41.1
Homes lived in by their owners
81%
Vehicles per household
2.0
Land area
583 sq. mi.
People per square mile
73
Median household income
$66,208+26.9% vs. 2015–2019, before inflation
Average household income
$85,795
Median home value
$167,800
Jobs located here
8,038
Daytime population
32,032Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Upshur 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 Upshur 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 Upshur 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
11Upshur County, TX7311976.4$451K+8.2%#323 of 2,405

Other business types in Upshur County

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

Questions

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

As of September 2026, map listings count 119 restaurants and cafes in Upshur County. 45 of them (38%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 39 businesses with payroll classed as restaurants and other eating places in 2023, up 25.8% from 2019. Official counts also show 17 one-person businesses without payroll.

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

About $53.7M a year, or $3,445 per household. That is 15% below the U.S. average (an index of 85, where 100 is the U.S. average). Spread across the 119 restaurants and cafes on map listings, it comes to $451K per restaurant. It is estimated from the incomes of the 15,583 households in Upshur County and national spending patterns by income.

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

Upshur County has 76.4 restaurants and cafes per 10,000 households, 30% below the U.S. rate of 109.8. Spending per restaurant is $451K, 22% above the U.S. figure of $371K. At the U.S. ratio of restaurants and cafes to household spending, Upshur County would have about 145, against 119 on map listings. There is one business with payroll in the industry for every 400 households, against one for every 209 across the U.S. The official count rose 25.8% from 2019 to 2023, against +6.0% for the U.S.

How fast is Upshur County, TX growing?

Population estimates put Upshur County at 44,410 people in 2025, up 8.2% since 2020, faster than the U.S. (+3.1%). It has 15,583 households. Median household income in Upshur County is $66,208, 18% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 26.9%, 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. Upshur County scores 73 for restaurants and cafes (upper middle), #323 of 2,405 scored counties.

How can I see the market around a specific site?

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

Screening a site or an acquisition in Upshur 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 Upshur 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.