Groundwork

Food and drink · County · Ohio

Bakeries and dessert shops in Brown County, OH

The bakeries and dessert shops in Brown County, OH, the household spending behind them and how the market ranks against other counties.

Groundwork market score · out of 100

Score 72 out of 100: Upper middle

Ranked #213 of 1,889 scored counties
#10 of 82 scored counties in Ohio

Listings
5
2 chain locations (40%)
Official establishments
n/a
Fewer than 3, or not published
Household spending a year
$62.2M
On food away from home · $3,627 a household
Spending per listing
$12.4M
3 times the U.S.
Listings per 10k households
2.9
70% below the U.S.
Population, 2025
44,397
+1.6% since 2020

See the bakeries and dessert shops around any address in Brown 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 Brown 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

Map listings as of September 2026 show 5 bakeries and dessert shops in Brown County. Of those, 2 are chain locations, or 40%, against 35% across the U.S. Per 10,000 households, that is 2.9, 70% below the U.S. rate of 9.8.

Households in Brown County spend about $62.2M a year on food away from home, or $3,627 per household, 11% below the U.S. average. That works out to $12.4M per shop, 3 times 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 Brown County: counts under 3 aren’t published.

Population estimates show Brown County grew 1.6% from 2020 to 2025, slower than the U.S. (+3.1%). For bakeries and dessert shops, Brown County has a Groundwork market score of 72 (upper middle): #213 of 1,889 scored counties and #10 of 82 scored counties in Ohio. That puts it in the top quarter of counties.

How Brown County compares

The same measures for Ohio 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 Brown County, OH compared with Ohio and the U.S.
MeasureBrown CountyOhioU.S.
Listings per 10k households2.98.39.8
Spending per listing$12.4M$4.6M$4.1M
Households per official establishment (all snack bars and retail bakeries)n/a1,7991,369
Official establishment growth, 2019–2023n/a+27.8%+24.6%
Population growth, 2020–2025+1.6%+0.9%+3.1%
Spending per household on food away from home$3,627$3,829$4,070
Median household income$71,270$71,389$80,734
Groundwork market score7252

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
52 chain locations
Listings at the U.S. rate for this spending
15The 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 Brown 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 Brown County

Population, 2025 estimate
44,397+1.6% since 2020
Households
17,138
Median age
42.7
Homes lived in by their owners
77%
Vehicles per household
2.2
Land area
490 sq. mi.
People per square mile
90
Median household income
$71,270+30.6% vs. 2015–2019, before inflation
Average household income
$89,014
Median home value
$196,200
Jobs located here
7,340
Daytime population
31,966Residents who don’t work, plus everyone whose job is here

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

Free10 actions over 3 days, no card

Bakeries and dessert shops across Ohio

Every Ohio market ranked →

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

Top counties in Ohio

Counties in Ohio ranked for bakeries and dessert shops by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Union County, OH86197.8$6.1M+16.5%#39 of 1,889
2Pickaway County, OH80135.9$6.5M+7.4%#88 of 1,889
3Clermont County, OH79607.1$5.9M+3.9%#102 of 1,889
4Warren County, OH78677.3$6.7M+5.7%#112 of 1,889
5Fairfield County, OH78447.3$5.9M+6.5%#116 of 1,889
6Madison County, OH78148.9$4.6M+7.1%#121 of 1,889
7Morrow County, OH76107.4$5.2M+3.7%#150 of 1,889
8Perry County, OH7464.5$8.1M+1.3%#177 of 1,889
9Clinton County, OH7384.8$7.7M+0.6%#198 of 1,889
10Brown County, OH7252.9$12.4M+1.6%#213 of 1,889

Other business types in Brown County

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

Questions

How many bakeries and dessert shops are in Brown County, OH?

There are 5 bakeries and dessert shops on map listings in Brown County as of September 2026. 2 of them (40%) 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 Brown County: counts under 3 are left out.

How much do households in Brown County, OH spend on food away from home?

About $62.2M a year, or $3,627 per household. That is 11% below the U.S. average (an index of 89, where 100 is the U.S. average). Spread across the 5 bakeries and dessert shops on map listings, it comes to $12.4M 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 17,138 households in Brown County and national spending patterns by income.

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

Brown County has 2.9 bakeries and dessert shops per 10,000 households, 70% below the U.S. rate of 9.8. Spending per shop is $12.4M, 3 times the U.S. figure of $4.1M. At the national ratio of bakeries and dessert shops to household spending, Brown County would have about 15, against 5 on map listings.

How fast is Brown County, OH growing?

Population estimates put Brown County at 44,397 people in 2025, up 1.6% since 2020, slower than the U.S. (+3.1%). It has 17,138 households. Median household income in Brown County is $71,270, 12% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 30.6%, 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. Brown County scores 72 for bakeries and dessert shops (upper middle), #213 of 1,889 scored counties.

How can I see the market around a specific site?

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

Screening a site or an acquisition in Brown 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 Brown 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.