Groundwork

Food and drink · County · Oklahoma

Bakeries and dessert shops in Seminole County, OK

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

Groundwork market score · out of 100

Score 18 out of 100: Low

Ranked #1,833 of 1,889 scored counties
#47 of 50 scored counties in Oklahoma

Listings
8
3 chain locations (38%)
Official establishments
n/a
Fewer than 3, or not published
Household spending a year
$25.9M
On food away from home · $2,945 a household
Spending per listing
$3.2M
22% below the U.S.
Listings per 10k households
9.1
7% below the U.S.
Population, 2025
23,441
−0.3% since 2020

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

For bakeries and dessert shops, Seminole County has a Groundwork market score of 18 (low): #1,833 of 1,889 scored counties and #47 of 50 scored counties in Oklahoma. That puts it in the bottom quarter of counties.

At $2,945 per household (28% below the U.S. average), households in Seminole County spend about $25.9M a year on food away from home. Spread across 8 bakeries and dessert shops, that is $3.2M per shop, 22% below the U.S. figure of $4.1M. The spending figure covers all food away from home, not only bakeries and dessert shops.

There are 8 bakeries and dessert shops on map listings in Seminole County as of September 2026. Chain locations make up 38% of them, against 35% across the U.S. That is 9.1 per 10,000 households, 7% below the U.S. rate of 9.8.

Official counts don’t publish a figure for snack bars and retail bakeries in Seminole County, since they leave out counts under 3. Population estimates put the population change in Seminole County from 2020 to 2025 at −0.3%, against +3.1% for the U.S.

How Seminole County compares

The same measures for Oklahoma 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 Seminole County, OK compared with Oklahoma and the U.S.
MeasureSeminole CountyOklahomaU.S.
Listings per 10k households9.110.19.8
Spending per listing$3.2M$3.5M$4.1M
Households per official establishment (all snack bars and retail bakeries)n/a1,7091,369
Official establishment growth, 2019–2023n/a+45.5%+24.6%
Population growth, 2020–2025−0.3%+4.0%+3.1%
Spending per household on food away from home$2,945$3,519$4,070
Median household income$48,062$65,039$80,734
Groundwork market score1838

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
83 chain locations
Listings at the U.S. rate for this spending
6The 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 Seminole 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 Seminole County

Population, 2025 estimate
23,441−0.3% since 2020
Households
8,782
Median age
39.5
Homes lived in by their owners
71%
Vehicles per household
1.8
Land area
633 sq. mi.
People per square mile
37
Median household income
$48,062+22.1% vs. 2015–2019, before inflation
Average household income
$63,114
Median home value
$99,500
Jobs located here
7,520
Daytime population
20,803Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Seminole 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 Seminole 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 Oklahoma

Every Oklahoma market ranked →

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

Top counties in Oklahoma

Counties in Oklahoma ranked for bakeries and dessert shops by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Grady County, OK8694.4$8.5M+7.7%#36 of 1,889
2Logan County, OK80126.7$6M+11.5%#90 of 1,889
3Wagoner County, OK77258.0$4.8M+14.6%#135 of 1,889
4Rogers County, OK76246.5$5.9M+7.1%#147 of 1,889
5Osage County, OK7195.2$6.7M+2.2%#235 of 1,889
6Cherokee County, OK6994.8$6.6M+4.5%#285 of 1,889
7Delaware County, OK6995.2$6.2M+3.8%#289 of 1,889
8Canadian County, OK68508.6$4.7M+20.4%#319 of 1,889
9Garfield County, OK6693.8$9.1M−1.5%#353 of 1,889
10Creek County, OK65196.7$5.1M+4.4%#393 of 1,889
47Seminole County, OK1889.1$3.2M−0.3%#1,833 of 1,889

Other business types in Seminole County

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

Questions

How many bakeries and dessert shops are in Seminole County, OK?

As of September 2026, map listings count 8 bakeries and dessert shops in Seminole County. 3 of them (38%) 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 Seminole County: counts under 3 are left out.

How much do households in Seminole County, OK spend on food away from home?

About $25.9M a year, or $2,945 per household. That is 28% below the U.S. average (an index of 72, where 100 is the U.S. average). Spread across the 8 bakeries and dessert shops on map listings, it comes to $3.2M per shop. That spending covers all food away from home, which bakeries and dessert shops share with other businesses in the trade. It is estimated from the incomes of the 8,782 households in Seminole County and national spending patterns by income.

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

Seminole County has 9.1 bakeries and dessert shops per 10,000 households, 7% below the U.S. rate of 9.8. Spending per shop is $3.2M, 22% below the U.S. figure of $4.1M. At the U.S. ratio of bakeries and dessert shops to household spending, Seminole County would have about 6, against 8 on map listings.

How fast is Seminole County, OK growing?

Population estimates put Seminole County at 23,441 people in 2025, down 0.3% since 2020, against +3.1% for the U.S. It has 8,782 households. The median household income in Seminole County is $48,062 a year, 40% below the U.S. median of $80,734. That rose 22.1% from the 2015–2019 survey, 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. Seminole County scores 18 for bakeries and dessert shops (low), #1,833 of 1,889 scored counties.

How can I see the market around a specific site?

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

Screening a site or an acquisition in Seminole 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 Seminole 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.