Groundwork

Food and drink · County · Texas

Bakeries and dessert shops in Callahan County, TX

Competitor counts, household spending and official business counts for bakeries and dessert shops in Callahan County, TX, set against other counties and the U.S.

Groundwork market score · out of 100

Score 34 out of 100: Lower middle

Ranked #1,523 of 1,889 scored counties
#103 of 147 scored counties in Texas

Listings
11
4 chain locations (36%)
Official establishments
n/a
Fewer than 3, or not published
Household spending a year
$18.8M
On food away from home · $3,585 a household
Spending per listing
$1.7M
59% below the U.S.
Listings per 10k households
21.0
2.1 times the U.S.
Population, 2025
14,491
+5.4% since 2020

See the bakeries and dessert shops around any address in Callahan County

The site report maps the bakeries and dessert shops 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 Callahan 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

For bakeries and dessert shops, Callahan County has a Groundwork market score of 34 (lower middle): #1,523 of 1,889 scored counties and #103 of 147 scored counties in Texas. That puts it in the bottom quarter of counties.

Map listings as of September 2026 show 11 bakeries and dessert shops in Callahan County. Chain locations make up 36% of them, against 35% across the U.S. That comes to 21.0 for every 10,000 households, 2.1 times the U.S. rate of 9.8.

Household spending on food away from home in Callahan County comes to about $18.8M a year: $3,585 per household, 12% below the U.S. average. Spread across 11 bakeries and dessert shops, that is $1.7M per shop, 59% below the U.S. figure of $4.1M. That spending covers all food away from home, which bakeries and dessert shops share with other businesses in the trade.

There is no official count of businesses with payroll classed as snack bars and retail bakeries in Callahan County: counts under 3 aren’t published. Population estimates show Callahan County grew 5.4% from 2020 to 2025, faster than the U.S. (+3.1%).

How Callahan 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 bakeries and dessert shops counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Bakeries and dessert shops in Callahan County, TX compared with Texas and the U.S.
MeasureCallahan CountyTexasU.S.
Listings per 10k households21.011.89.8
Spending per listing$1.7M$3.4M$4.1M
Households per official establishment (all snack bars and retail bakeries)n/a1,3351,369
Official establishment growth, 2019–2023n/a+37.6%+24.6%
Population growth, 2020–2025+5.4%+8.5%+3.1%
Spending per household on food away from home$3,585$3,970$4,070
Median household income$72,436$78,476$80,734
Groundwork market score3445

Official counts and lending

Businesses

Official establishments, 2019 to 2023
n/aAll snack bars and retail bakeries
Employees, 2023
n/a
Annual payroll, 2023
n/a
One-person businesses, 2023
0All snack bars and retail bakeries with no payroll
Map listings, September 2026
114 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 bars and retail bakeries in Callahan 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 bars and retail bakeries, not only bakeries and dessert shops.

Population and households in Callahan County

Population, 2025 estimate
14,491+5.4% since 2020
Households
5,239
Median age
43.7
Homes lived in by their owners
81%
Vehicles per household
2.0
Land area
899 sq. mi.
People per square mile
16
Median household income
$72,436+48.9% vs. 2015–2019, before inflation
Average household income
$86,377
Median home value
$145,500
Jobs located here
2,880
Daytime population
13,137Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Callahan 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 bakeries and dessert shops on map listings by name and distance.

Or open the report at the center of Callahan County. Signed out, you see a blurred preview; on an account, each report is one action.

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Bakeries and dessert shops across Texas

Every Texas market ranked →

The highest-scoring counties in Texas for bakeries and dessert shops, numbered among those based in Texas, with Callahan County marked.

Top counties in Texas

Counties in Texas ranked for bakeries and dessert shops by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Waller County, TX90126.5$6.3M+21.9%#17 of 1,889
2Guadalupe County, TX80416.3$6.7M+15.8%#86 of 1,889
3Bastrop County, TX78277.3$5.5M+21.3%#118 of 1,889
4Medina County, TX76116.2$6.2M+11.4%#144 of 1,889
5Llano County, TX7487.4$5.1M+9.5%#195 of 1,889
6Wilson County, TX73158.2$5.1M+12.2%#210 of 1,889
7San Jacinto County, TX7165.5$6.2M+7.1%#240 of 1,889
8Coryell County, TX68176.3$5.6M+3.0%#316 of 1,889
9Aransas County, TX6797.2$5M+9.3%#342 of 1,889
10Fannin County, TX65129.4$3.9M+9.2%#404 of 1,889
103Callahan County, TX341121.0$1.7M+5.4%#1,523 of 1,889

Other business types in Callahan County

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

Questions

How many bakeries and dessert shops are in Callahan County, TX?

There are 11 bakeries and dessert shops on map listings in Callahan County as of September 2026. 4 of them (36%) are chain locations. The listings count bakeries, ice cream, donut and dessert shops, candy stores. No official count is published for snack bars and retail bakeries in Callahan County: counts under 3 are left out.

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

About $18.8M a year, or $3,585 per household. That is 12% below the U.S. average (an index of 88, where 100 is the U.S. average). Spread across the 11 bakeries and dessert shops on map listings, it comes to $1.7M per shop. The spending figure covers all food away from home, not only bakeries and dessert shops. It is estimated from the incomes of the 5,239 households in Callahan County and national spending patterns by income.

How does Callahan County, TX compare with the U.S. for bakeries and dessert shops?

Callahan County has 21.0 bakeries and dessert shops per 10,000 households, 2.1 times the U.S. rate of 9.8. Spending per shop is $1.7M, 59% below the U.S. figure of $4.1M. At the national ratio of bakeries and dessert shops to household spending, Callahan County would have about 5, against 11 on map listings.

How fast is Callahan County, TX growing?

Population estimates put Callahan County at 14,491 people in 2025, up 5.4% since 2020, faster than the U.S. (+3.1%). It has 5,239 households. Median household income in Callahan County is $72,436, 10% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 48.9%, 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. Callahan County scores 34 for bakeries and dessert shops (lower middle), #1,523 of 1,889 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Callahan County. It maps the bakeries and dessert shops 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 bakeries and dessert shops · All 56 business types in Callahan County

Screening a site or an acquisition in Callahan 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 Callahan 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.