Food and drink · County · Ohio
Bakeries and dessert shops in Madison County, OH
Competitor counts, household spending and official business counts for bakeries and dessert shops in Madison County, OH, set against other counties and the U.S.
Groundwork market score · out of 100
Score 78 out of 100: High
Ranked #121 of 1,889 scored counties
#6 of 82 scored counties in Ohio
- Listings
- 14
- 4 chain locations (29%)
- Official establishments
- 4
- All snack bars and retail bakeries
- Household spending a year
- $65.1M
- On food away from home · $4,148 a household
- Spending per listing
- $4.6M
- 12% above the U.S.
- Listings per 10k households
- 8.9
- 9% below the U.S.
- Population, 2025
- 46,985
- +7.1% since 2020
See the bakeries and dessert shops around any address in Madison 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 Madison County. Signed out, you see a blurred preview; on an account, each report is one action.
Free10 actions over 3 days, no cardSurvey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure
What this means
The Groundwork market score for bakeries and dessert shops in Madison County is 78 (high), #121 of 1,889 scored counties and #6 of 82 scored counties in Ohio. That puts it in the top 10% of counties for bakeries and dessert shops.
As of September 2026, map listings count 14 bakeries and dessert shops in Madison County. 4 of them (29%) are chain locations, against 35% across the U.S. That comes to 8.9 for every 10,000 households, 9% below the U.S. rate of 9.8.
Households in Madison County spend about $65.1M a year on food away from home, or $4,148 per household, 2% above the U.S. average. That is about $4.6M of household spending for each shop on map listings, 12% above 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.
The official count of businesses with payroll classed as snack bars and retail bakeries in Madison County was 4 in 2023. That is one for every 3,922 households, against one for every 1,369 across the U.S. The official count takes in all snack bars and retail bakeries, not only bakeries and dessert shops: coffee shops and cafes are counted too. Since fiscal 2022, 3 SBA-backed loans worth $1.4M have gone to businesses classed as snack bars and retail bakeries in Madison County. Population estimates show Madison County grew 7.1% from 2020 to 2025, faster than the U.S. (+3.1%).
How Madison 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.
| Measure | Madison County | Ohio | U.S. |
|---|---|---|---|
| Listings per 10k households | 8.9 | 8.3 | 9.8 |
| Spending per listing | $4.6M | $4.6M | $4.1M |
| Households per official establishment (all snack bars and retail bakeries) | 3,922 | 1,799 | 1,369 |
| Official establishment growth, 2019–2023 | n/a | +27.8% | +24.6% |
| Population growth, 2020–2025 | +7.1% | +0.9% | +3.1% |
| Spending per household on food away from home | $4,148 | $3,829 | $4,070 |
| Median household income | $87,045 | $71,389 | $80,734 |
| Groundwork market score | 78 | 52 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 4All snack bars and retail bakeries
- Employees, 2023
- 2
- Annual payroll, 2023
- $26K
- One-person businesses, 2023
- 3All snack bars and retail bakeries with no payroll
- Map listings, September 2026
- 144 chain locations
- Listings at the U.S. rate for this spending
- 16The U.S. ratio of listings to household spending, applied here
SBA-backed loans since fiscal 2022
- Loans
- 3
- Amount
- $1.4M
SBA-backed loans to businesses classed as snack bars and retail bakeries in Madison 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 Madison County
- Population, 2025 estimate
- 46,985+7.1% since 2020
- Households
- 15,686
- Median age
- 41.9
- Homes lived in by their owners
- 78%
- Vehicles per household
- 2.1
- Land area
- 467 sq. mi.
- People per square mile
- 95
- Median household income
- $87,045+28.0% vs. 2015–2019, before inflation
- Average household income
- $103,062
- Median home value
- $250,100
- Jobs located here
- 20,410
- Daytime population
- 44,586Residents who don’t work, plus everyone whose job is here
Looking at a specific site in Madison 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 Madison County. Signed out, you see a blurred preview; on an account, each report is one action.
Free10 actions over 3 days, no cardBakeries 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 Madison County marked.
Top counties in Ohio
| Market | Score | Listings | Per 10k households | Spending per listing | Population growth | U.S. rank |
|---|---|---|---|---|---|---|
| 1Union County, OH | 86 | 19 | 7.8 | $6.1M | +16.5% | #39 of 1,889 |
| 2Pickaway County, OH | 80 | 13 | 5.9 | $6.5M | +7.4% | #88 of 1,889 |
| 3Clermont County, OH | 79 | 60 | 7.1 | $5.9M | +3.9% | #102 of 1,889 |
| 4Warren County, OH | 78 | 67 | 7.3 | $6.7M | +5.7% | #112 of 1,889 |
| 5Fairfield County, OH | 78 | 44 | 7.3 | $5.9M | +6.5% | #116 of 1,889 |
| 6Madison County, OH | 78 | 14 | 8.9 | $4.6M | +7.1% | #121 of 1,889 |
| 7Morrow County, OH | 76 | 10 | 7.4 | $5.2M | +3.7% | #150 of 1,889 |
| 8Perry County, OH | 74 | 6 | 4.5 | $8.1M | +1.3% | #177 of 1,889 |
| 9Clinton County, OH | 73 | 8 | 4.8 | $7.7M | +0.6% | #198 of 1,889 |
| 10Brown County, OH | 72 | 5 | 2.9 | $12.4M | +1.6% | #213 of 1,889 |
Other business types in Madison County
Each with its Groundwork market score here, out of 100, where it has one.
Food and drink
- Restaurants and cafes79
- Sit-down restaurants85
- Fast food and sandwich shops62
- Pizza52
- Coffee shops and cafes76
- Bakeries and dessert shops78
Groceries and convenience
Auto
Beauty and personal care
Fitness and classes
Health care
Child care
Clothing and laundry
Home services
Real estate
Funeral services
Questions
How many bakeries and dessert shops are in Madison County, OH?
Madison County has 14 bakeries and dessert shops on map listings as of September 2026. 4 of them (29%) are chain locations. The listings count bakeries, ice cream, donut and dessert shops, candy stores. Official counts show 4 businesses with payroll classed as snack bars and retail bakeries in 2023. That count covers all snack bars and retail bakeries (coffee shops and cafes included), not only bakeries and dessert shops. Another 3 one-person businesses have no payroll, by official counts.
How much do households in Madison County, OH spend on food away from home?
About $65.1M a year, or $4,148 per household. That is 2% above the U.S. average (an index of 102, where 100 is the U.S. average). Spread across the 14 bakeries and dessert shops on map listings, it comes to $4.6M 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 15,686 households in Madison County and national spending patterns by income.
How does Madison County, OH compare with the U.S. for bakeries and dessert shops?
Madison County has 8.9 bakeries and dessert shops per 10,000 households, 9% below the U.S. rate of 9.8. Spending per shop is $4.6M, 12% above the U.S. figure of $4.1M. At the national ratio of bakeries and dessert shops to household spending, Madison County would have about 16, against 14 on map listings. There is one business with payroll in the industry for every 3,922 households, against one for every 1,369 across the U.S.
How fast is Madison County, OH growing?
Population estimates put Madison County at 46,985 people in 2025, up 7.1% since 2020, faster than the U.S. (+3.1%). It has 15,686 households. Median household income in Madison County is $87,045, 8% above the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 28.0%, 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. Madison County scores 78 for bakeries and dessert shops (high), #121 of 1,889 scored counties.
How can I see the market around a specific site?
Run a Groundwork site report on an address in Madison 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 Madison County
Screening a site or an acquisition in Madison 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 Madison 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.