Groundwork

Food and drink · County · Pennsylvania

Bakeries and dessert shops in Columbia County, PA

How Columbia County, PA compares with other counties and the U.S. for bakeries and dessert shops: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 44 out of 100: Lower middle

Ranked #1,148 of 1,889 scored counties
#32 of 62 scored counties in Pennsylvania

Listings
23
7 chain locations (30%)
Official establishments
15
All snack bars and retail bakeries
Household spending a year
$90.8M
On food away from home · $3,445 a household
Spending per listing
$3.9M
5% below the U.S.
Listings per 10k households
8.7
11% below the U.S.
Population, 2025
66,193
+2.3% since 2020

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

As of September 2026, map listings count 23 bakeries and dessert shops in Columbia County. Chain locations make up 30% of them, against 35% across the U.S. Per 10,000 households, that is 8.7, 11% below the U.S. rate of 9.8.

At $3,445 per household (15% below the U.S. average), households in Columbia County spend about $90.8M a year on food away from home. That works out to $3.9M per shop, 5% 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.

The official count of businesses with payroll classed as snack bars and retail bakeries in Columbia County was 15 in 2023. That is one for every 1,757 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. Official counts also show 9 one-person businesses without payroll.

Between 2020 and 2025, the population of Columbia County grew 2.3%, slower than the U.S. (+3.1%). For bakeries and dessert shops, Columbia County has a Groundwork market score of 44 (lower middle): #1,148 of 1,889 scored counties and #32 of 62 scored counties in Pennsylvania.

How Columbia County compares

The same measures for Pennsylvania 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 Columbia County, PA compared with Pennsylvania and the U.S.
MeasureColumbia CountyPennsylvaniaU.S.
Listings per 10k households8.710.49.8
Spending per listing$3.9M$3.8M$4.1M
Households per official establishment (all snack bars and retail bakeries)1,7571,6101,369
Official establishment growth, 2019–2023n/a+13.1%+24.6%
Population growth, 2020–2025+2.3%+0.5%+3.1%
Spending per household on food away from home$3,445$3,973$4,070
Median household income$64,644$77,971$80,734
Groundwork market score4438

Official counts and lending

Businesses

Official establishments, 2019 to 2023
14 → 15All snack bars and retail bakeries
Employees, 2023
195
Annual payroll, 2023
$3M
One-person businesses, 2023
9All snack bars and retail bakeries with no payroll
Map listings, September 2026
237 chain locations
Listings at the U.S. rate for this spending
22The 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 Columbia 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 Columbia County

Population, 2025 estimate
66,193+2.3% since 2020
Households
26,350
Median age
42.1
Homes lived in by their owners
70%
Vehicles per household
1.9
Land area
483 sq. mi.
People per square mile
135
Median household income
$64,644+27.9% vs. 2015–2019, before inflation
Average household income
$81,045
Median home value
$206,200
Jobs located here
24,251
Daytime population
61,393Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Columbia 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 Columbia 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 Pennsylvania

Every Pennsylvania market ranked →

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

Top counties in Pennsylvania

Counties in Pennsylvania ranked for bakeries and dessert shops by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Pike County, PA86114.5$8.8M+7.2%#35 of 1,889
2Perry County, PA70116.0$6.4M+2.1%#259 of 1,889
3Franklin County, PA70518.0$4.8M+3.0%#276 of 1,889
4Greene County, PA6385.6$6.3M−5.5%#440 of 1,889
5Chester County, PA6323611.5$4.5M+4.2%#456 of 1,889
6Lebanon County, PA62457.9$4.9M+2.2%#476 of 1,889
7York County, PA6218410.1$4M+3.6%#488 of 1,889
8Cumberland County, PA6111510.8$3.9M+6.5%#529 of 1,889
9Warren County, PA6074.3$7.6M−3.8%#530 of 1,889
10Adams County, PA60379.1$4.4M+3.6%#554 of 1,889
32Columbia County, PA44238.7$3.9M+2.3%#1,148 of 1,889

Other business types in Columbia County

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

Questions

How many bakeries and dessert shops are in Columbia County, PA?

Columbia County has 23 bakeries and dessert shops on map listings as of September 2026. 7 of them (30%) are chain locations. The listings count bakeries, ice cream, donut and dessert shops, candy stores. Official counts show 15 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 9 one-person businesses have no payroll, by official counts.

How much do households in Columbia County, PA spend on food away from home?

About $90.8M 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 23 bakeries and dessert shops on map listings, it comes to $3.9M 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 26,350 households in Columbia County and national spending patterns by income.

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

Columbia County has 8.7 bakeries and dessert shops per 10,000 households, 11% below the U.S. rate of 9.8. Spending per shop is $3.9M, 5% below the U.S. figure of $4.1M. At the national ratio of bakeries and dessert shops to household spending, Columbia County would have about 22, against 23 on map listings. There is one business with payroll in the industry for every 1,757 households, against one for every 1,369 across the U.S.

How fast is Columbia County, PA growing?

Population estimates put Columbia County at 66,193 people in 2025, up 2.3% since 2020, slower than the U.S. (+3.1%). It has 26,350 households. Median household income in Columbia County is $64,644, 20% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 27.9%, 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. Columbia County scores 44 for bakeries and dessert shops (lower middle), #1,148 of 1,889 scored counties.

How can I see the market around a specific site?

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

Screening a site or an acquisition in Columbia 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 Columbia 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.