Food and drink · County · New York
Coffee shops and cafes in Cattaraugus County, NY
The coffee shops and cafes in Cattaraugus County, NY, the household spending behind them and how the market ranks against other counties.
Groundwork market score · out of 100
Score 33 out of 100: Lower middle
Ranked #1,646 of 2,063 scored counties
#50 of 61 scored counties in New York
- Listings
- 31
- 10 chain locations (32%)
- Official establishments
- 16
- All snack and nonalcoholic beverage bars
- Household spending a year
- $104.8M
- On food away from home · $3,286 a household
- Spending per listing
- $3.4M
- 9% below the U.S.
- Listings per 10k households
- 9.7
- 12% below the U.S.
- Population, 2025
- 75,390
- −2.1% since 2020
See the coffee shops and cafes around any address in Cattaraugus County
The site report maps the coffee shops and cafes 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 Cattaraugus 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
For coffee shops and cafes, Cattaraugus County has a Groundwork market score of 33 (lower middle): #1,646 of 2,063 scored counties and #50 of 61 scored counties in New York. That puts it in the bottom quarter of counties.
Households in Cattaraugus County spend about $104.8M a year on food away from home, or $3,286 per household, 19% below the U.S. average. That is about $3.4M of household spending for each cafe on map listings, 9% below the U.S. figure of $3.7M. The spending figure covers all food away from home, not only coffee shops and cafes.
There are 31 coffee shops and cafes on map listings in Cattaraugus County as of September 2026. Of those, 10 are chain locations, or 32%, against 39% across the U.S. That comes to 9.7 for every 10,000 households, 12% below the U.S. rate of 11.0.
In 2023, official counts showed 16 businesses with payroll in Cattaraugus County classed as snack and nonalcoholic beverage bars. That is one for every 1,993 households, against one for every 1,518 across the U.S. That count covers all snack and nonalcoholic beverage bars (bakeries and dessert shops included), not only coffee shops and cafes. Since fiscal 2022, 1 SBA-backed loan worth $25K has gone to businesses classed as snack and nonalcoholic beverage bars in Cattaraugus County. Population estimates put the population change in Cattaraugus County from 2020 to 2025 at −2.1%, against +3.1% for the U.S.
How Cattaraugus County compares
The same measures for New York and the whole U.S. Spending per listing divides a year of household spending on all food away from home by the coffee shops and cafes 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 | Cattaraugus County | New York | U.S. |
|---|---|---|---|
| Listings per 10k households | 9.7 | 12.2 | 11.0 |
| Spending per listing | $3.4M | $3.5M | $3.7M |
| Households per official establishment (all snack and nonalcoholic beverage bars) | 1,993 | 1,075 | 1,518 |
| Official establishment growth, 2019–2023 | n/a | +17.3% | +24.3% |
| Population growth, 2020–2025 | −2.1% | −0.6% | +3.1% |
| Spending per household on food away from home | $3,286 | $4,270 | $4,070 |
| Median household income | $59,540 | $85,974 | $80,734 |
| Groundwork market score | 33 | 36 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 19 → 16All snack and nonalcoholic beverage bars
- Employees, 2023
- 67
- Annual payroll, 2023
- $1.8M
- One-person businesses, 2023
- 3All snack and nonalcoholic beverage bars with no payroll
- Map listings, September 2026
- 3110 chain locations
- Listings at the U.S. rate for this spending
- 28The U.S. ratio of listings to household spending, applied here
SBA-backed loans since fiscal 2022
- Loans
- 1
- Amount
- $25K
SBA-backed loans to businesses classed as snack and nonalcoholic beverage bars in Cattaraugus 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 and nonalcoholic beverage bars, not only coffee shops and cafes.
Population and households in Cattaraugus County
- Population, 2025 estimate
- 75,390−2.1% since 2020
- Households
- 31,895
- Median age
- 43.2
- Homes lived in by their owners
- 75%
- Vehicles per household
- 1.6
- Land area
- 1,308 sq. mi.
- People per square mile
- 58
- Median household income
- $59,540+22.3% vs. 2015–2019, before inflation
- Average household income
- $75,425
- Median home value
- $113,100
- Jobs located here
- 27,111
- Daytime population
- 72,231Residents who don’t work, plus everyone whose job is here
Looking at a specific site in Cattaraugus 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 coffee shops and cafes on map listings by name and distance.
Or open the report at the center of Cattaraugus County. Signed out, you see a blurred preview; on an account, each report is one action.
Free10 actions over 3 days, no cardCoffee shops and cafes across New York
Every New York market ranked →The highest-scoring counties in New York for coffee shops and cafes, numbered among those based in New York, with Cattaraugus County marked.
Top counties in New York
| Market | Score | Listings | Per 10k households | Spending per listing | Population growth | U.S. rank |
|---|---|---|---|---|---|---|
| 1Wyoming County, NY | 70 | 7 | 4.3 | $8.3M | −1.3% | #286 of 2,063 |
| 2Wayne County, NY | 70 | 21 | 5.5 | $6.8M | +0.1% | #291 of 2,063 |
| 3Putnam County, NY | 69 | 34 | 9.6 | $5.3M | +1.4% | #324 of 2,063 |
| 4Rockland County, NY | 67 | 90 | 8.7 | $5.6M | +5.9% | #378 of 2,063 |
| 5Washington County, NY | 66 | 10 | 4.1 | $8.9M | −2.9% | #393 of 2,063 |
| 6Saratoga County, NY | 66 | 90 | 8.8 | $5.2M | +2.3% | #401 of 2,063 |
| 7Schenectady County, NY | 61 | 58 | 8.7 | $4.6M | +3.0% | #565 of 2,063 |
| 8Richmond County, NY | 60 | 140 | 8.2 | $5.5M | +1.3% | #594 of 2,063 |
| 9Rensselaer County, NY | 59 | 49 | 7.3 | $5.6M | −0.2% | #637 of 2,063 |
| 10Westchester County, NY | 59 | 360 | 9.7 | $5.3M | +1.4% | #639 of 2,063 |
| 50Cattaraugus County, NY | 33 | 31 | 9.7 | $3.4M | −2.1% | #1,646 of 2,063 |
Other business types in Cattaraugus County
Each with its Groundwork market score here, out of 100, where it has one.
Food and drink
- Restaurants and cafes27
- Sit-down restaurants25
- Fast food and sandwich shops56
- Pizza39
- Coffee shops and cafes33
- Bakeries and dessert shops23
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 coffee shops and cafes are in Cattaraugus County, NY?
As of September 2026, map listings count 31 coffee shops and cafes in Cattaraugus County. 10 of them (32%) are chain locations. The listings count coffee, tea, juice and bubble tea shops, and cafes. Official counts show 16 businesses with payroll classed as snack and nonalcoholic beverage bars in 2023. The official count takes in all snack and nonalcoholic beverage bars, not only coffee shops and cafes: bakeries and dessert shops are counted too. Official counts also show 3 one-person businesses without payroll.
How much do households in Cattaraugus County, NY spend on food away from home?
About $104.8M a year, or $3,286 per household. That is 19% below the U.S. average (an index of 81, where 100 is the U.S. average). Spread across the 31 coffee shops and cafes on map listings, it comes to $3.4M per cafe. That spending covers all food away from home, which coffee shops and cafes share with other businesses in the trade. It is estimated from the incomes of the 31,895 households in Cattaraugus County and national spending patterns by income.
How does Cattaraugus County, NY compare with the U.S. for coffee shops and cafes?
Cattaraugus County has 9.7 coffee shops and cafes per 10,000 households, 12% below the U.S. rate of 11.0. Spending per cafe is $3.4M, 9% below the U.S. figure of $3.7M. At the U.S. ratio of coffee shops and cafes to household spending, Cattaraugus County would have about 28, against 31 on map listings. There is one business with payroll in the industry for every 1,993 households, against one for every 1,518 across the U.S.
How fast is Cattaraugus County, NY growing?
Population estimates put Cattaraugus County at 75,390 people in 2025, down 2.1% since 2020, against +3.1% for the U.S. It has 31,895 households. Median household income in Cattaraugus County is $59,540, 26% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 22.3%, 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. Cattaraugus County scores 33 for coffee shops and cafes (lower middle), #1,646 of 2,063 scored counties.
How can I see the market around a specific site?
Run a Groundwork site report on an address in Cattaraugus County. It maps the coffee shops and cafes 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 coffee shops and cafes · All 56 business types in Cattaraugus County
Screening a site or an acquisition in Cattaraugus 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 Cattaraugus 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.