Groundwork

Clothing and laundry · Small-town market · New York

Clothing, shoe and laundry businesses in the Jamestown-Dunkirk, NY area

Competitor counts, household spending and official business counts for clothing, shoe and laundry businesses in the Jamestown-Dunkirk, NY area, set against other small-town markets and the U.S.

Groundwork market score · out of 100

Score 58 out of 100: Upper middle

Ranked #203 of 536 scored small-town markets
#12 of 14 scored small-town markets based in New York

Listings
93
39 chain locations (42%)
Official establishments
25
−24.2% since 2019
Household spending a year
$102.2M
On clothing, shoes and related services · $1,914 a household
Spending per listing
$1.1M
25% above the U.S.
Listings per 10k households
17.4
25% below the U.S.
Population, 2025
124,126
−2.6% since 2020

See the clothing, shoe and laundry businesses around any address in the Jamestown-Dunkirk area

The site report maps the clothing, shoe and laundry businesses 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 the Jamestown-Dunkirk area. 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 93 clothing, shoe and laundry businesses in the Jamestown-Dunkirk area. Chain locations make up 42% of them, against 37% across the U.S. That comes to 17.4 for every 10,000 households, 25% below the U.S. rate of 23.3.

Households in the Jamestown-Dunkirk area spend about $102.2M a year on clothing, shoes and related services, or $1,914 per household, 7% below the U.S. average. That is about $1.1M of household spending for each business on map listings, 25% above the U.S. figure of $880K.

The official count of businesses with payroll classed as clothing and shoe stores, laundromats and dry cleaners in the Jamestown-Dunkirk area was 25 in 2023, down 24.2% from 2019. That is one for every 2,136 households, against one for every 1,008 across the U.S. Another 52 one-person businesses have no payroll, by official counts.

Population estimates put the population change in the Jamestown-Dunkirk area from 2020 to 2025 at −2.6%, against +3.1% for the U.S. For clothing, shoe and laundry businesses, the Jamestown-Dunkirk area has a Groundwork market score of 58 (upper middle): #203 of 536 scored small-town markets and #12 of 14 scored small-town markets based in New York.

How the Jamestown-Dunkirk area compares

The same measures for New York and the whole U.S. Spending per listing divides a year of household spending on all clothing, shoes and related services by the clothing, shoe and laundry businesses counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Clothing, shoes and laundry in Jamestown-Dunkirk, NY area compared with New York and the U.S.
MeasureJamestown-Dunkirk areaNew YorkU.S.
Listings per 10k households17.431.723.3
Spending per listing$1.1M$772K$880K
Households per official establishment2,1366631,008
Official establishment growth, 2019–2023−24.2%−15.4%−12.0%
Population growth, 2020–2025−2.6%−0.6%+3.1%
Spending per household on clothing, shoes and related services$1,914$2,448$2,055
Median household income$58,351$85,974$80,734
Groundwork market score5827

Official counts and lending

Businesses

Official establishments, 2019 to 2023
25−24.2% over the period
Employees, 2023
313
Annual payroll, 2023
$5.9M
One-person businesses, 2023
52Businesses with no payroll
Map listings, September 2026
9339 chain locations
Listings at the U.S. rate for this spending
116The 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 clothing and shoe stores, laundromats and dry cleaners in the Jamestown-Dunkirk area, 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.

Population and households in the Jamestown-Dunkirk area

Population, 2025 estimate
124,126−2.6% since 2020
Households
53,393
Median age
43.3
Homes lived in by their owners
69%
Vehicles per household
1.6
Land area
1,060 sq. mi.
People per square mile
118
Median household income
$58,351+24.6% vs. 2015–2019, before inflation
Average household income
$76,000
Median home value
$127,900
Jobs located here
44,855
Daytime population
120,603Residents who don’t work, plus everyone whose job is here

Looking at a specific site in the Jamestown-Dunkirk area?

These figures cover the whole small-town market. A site report draws rings around one address and counts what’s inside them: households, spending, jobs, and the clothing, shoe and laundry businesses on map listings by name and distance.

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

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Clothing, shoes and laundry across New York

Every New York market ranked →

The highest-scoring small-town markets in New York for clothing, shoe and laundry businesses, numbered among those based in New York, with the Jamestown-Dunkirk area marked.

Top small-town markets in New York

Small-town markets in New York ranked for clothing, shoe and laundry businesses by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Monticello, NY863812.1$1.8M+2.7%#8 of 536
2Amsterdam, NY832613.3$1.5M+1.1%#17 of 536
3Auburn, NY783711.7$1.7M−2.3%#38 of 536
4Oneonta, NY783916.8$1.2M+3.8%#42 of 536
5Batavia, NY763212.9$1.6M+0.2%#52 of 536
6Corning, NY754912.5$1.6M−1.6%#61 of 536
7Massena-Ogdensburg, NY755112.2$1.6M−2.5%#62 of 536
8Cortland, NY723116.3$1.3M−1.9%#84 of 536
9Olean, NY684614.4$1.3M−2.1%#110 of 536
10Gloversville, NY684017.5$1.1M−1.6%#113 of 536
12Jamestown-Dunkirk, NY589317.4$1.1M−2.6%#203 of 536

Other business types in the Jamestown-Dunkirk area

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

Questions

How many clothing, shoe and laundry businesses are in the Jamestown-Dunkirk, NY area?

The Jamestown-Dunkirk area has 93 clothing, shoe and laundry businesses on map listings as of September 2026. 39 of them (42%) are chain locations. The listings count clothing, shoe and jewelry stores, laundromats and dry cleaners. Official counts show 25 businesses with payroll classed as clothing and shoe stores, laundromats and dry cleaners in 2023, down 24.2% from 2019. Official counts list 52 one-person businesses without payroll.

How much do households in the Jamestown-Dunkirk, NY area spend on clothing, shoes and related services?

About $102.2M a year, or $1,914 per household. That is 7% below the U.S. average (an index of 93, where 100 is the U.S. average). Spread across the 93 clothing, shoe and laundry businesses on map listings, it comes to $1.1M per business. It is estimated from the incomes of the 53,393 households in the Jamestown-Dunkirk area and national spending patterns by income.

How does the Jamestown-Dunkirk, NY area compare with the U.S. for clothing, shoe and laundry businesses?

The Jamestown-Dunkirk area has 17.4 clothing, shoe and laundry businesses per 10,000 households, 25% below the U.S. rate of 23.3. Spending per business is $1.1M, 25% above the U.S. figure of $880K. At the national ratio of clothing, shoe and laundry businesses to household spending, the Jamestown-Dunkirk area would have about 116, against 93 on map listings. There is one business with payroll in the industry for every 2,136 households, against one for every 1,008 across the U.S. The official count fell 24.2% from 2019 to 2023, against −12.0% for the U.S.

How fast is the Jamestown-Dunkirk, NY area growing?

Population estimates put the Jamestown-Dunkirk area at 124,126 people in 2025, down 2.6% since 2020, against +3.1% for the U.S. It has 53,393 households. Median household income in the Jamestown-Dunkirk area is $58,351, 28% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 24.6%, 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. A small-town market is a town of 10,000 to 50,000 people and the county or counties tied to it by commuting. 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. The Jamestown-Dunkirk area scores 58 for clothing, shoe and laundry businesses (upper middle), #203 of 536 scored small-town markets.

How can I see the market around a specific site?

Run a Groundwork site report on an address in the Jamestown-Dunkirk area. It maps the clothing, shoe and laundry businesses 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 clothing, shoe and laundry businesses · All 56 business types in the Jamestown-Dunkirk area

Screening a site or an acquisition in the Jamestown-Dunkirk area?

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 the Jamestown-Dunkirk area. 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.