Food and drink · County · New York
Restaurants and cafes in Cattaraugus County, NY
How Cattaraugus County, NY compares with other counties and the U.S. for restaurants and cafes: competitors, household spending, official counts and growth.
Groundwork market score · out of 100
Score 27 out of 100: Lower middle
Ranked #2,120 of 2,405 scored counties
#54 of 61 scored counties in New York
- Listings
- 320
- 70 chain locations (22%)
- Official establishments
- 136
- −12.8% since 2019
- Household spending a year
- $104.8M
- On food away from home · $3,286 a household
- Spending per listing
- $328K
- 12% below the U.S.
- Listings per 10k households
- 100.3
- 9% below the U.S.
- Population, 2025
- 75,390
- −2.1% since 2020
See the restaurants and cafes around any address in Cattaraugus County
The site report maps the restaurants 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
The Groundwork market score for restaurants and cafes in Cattaraugus County is 27 (lower middle), #2,120 of 2,405 scored counties and #54 of 61 scored counties in New York. That puts it in the bottom quarter of counties.
At $3,286 per household (19% below the U.S. average), households in Cattaraugus County spend about $104.8M a year on food away from home. Spread across 320 restaurants and cafes, that is $328K per restaurant, 12% below the U.S. figure of $371K.
Cattaraugus County has 320 restaurants and cafes on map listings as of September 2026. Of those, 70 are chain locations, or 22%, against 34% across the U.S. That comes to 100.3 for every 10,000 households, 9% below the U.S. rate of 109.8.
Official counts show 136 businesses with payroll classed as restaurants and other eating places in Cattaraugus County in 2023, down 12.8% from 2019. That is one for every 235 households, against one for every 209 across the U.S. Since fiscal 2022, 7 SBA-backed loans worth $647K have gone to businesses classed as restaurants and other eating places in Cattaraugus County. Between 2020 and 2025, the population of Cattaraugus County declined 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 restaurants 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 | 100.3 | 127.6 | 109.8 |
| Spending per listing | $328K | $335K | $371K |
| Households per official establishment | 235 | 172 | 209 |
| Official establishment growth, 2019–2023 | −12.8% | +0.5% | +6.0% |
| 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 | 27 | 24 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 156 → 136−12.8% over the period
- Employees, 2023
- 1,827
- Annual payroll, 2023
- $41.4M
- One-person businesses, 2023
- 14Businesses with no payroll
- Map listings, September 2026
- 32070 chain locations
- Listings at the U.S. rate for this spending
- 283The U.S. ratio of listings to household spending, applied here
SBA-backed loans since fiscal 2022
- Loans
- 7
- Amount
- $647K
SBA-backed loans to businesses classed as restaurants and other eating places 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.
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 restaurants 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 cardRestaurants and cafes across New York
Every New York market ranked →The highest-scoring counties in New York for restaurants 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 |
|---|---|---|---|---|---|---|
| 1Wayne County, NY | 67 | 273 | 71.1 | $521K | +0.1% | #474 of 2,405 |
| 2Saratoga County, NY | 67 | 933 | 91.6 | $497K | +2.3% | #479 of 2,405 |
| 3Orleans County, NY | 65 | 106 | 65.4 | $531K | −0.5% | #545 of 2,405 |
| 4Tioga County, NY | 65 | 150 | 73.7 | $509K | −1.9% | #549 of 2,405 |
| 5Schenectady County, NY | 65 | 594 | 88.8 | $448K | +3.0% | #568 of 2,405 |
| 6Schoharie County, NY | 64 | 110 | 85.5 | $428K | +1.4% | #612 of 2,405 |
| 7Wyoming County, NY | 62 | 115 | 69.9 | $508K | −1.3% | #661 of 2,405 |
| 8Putnam County, NY | 60 | 372 | 104.7 | $487K | +1.4% | #748 of 2,405 |
| 9Rensselaer County, NY | 59 | 593 | 88.9 | $462K | −0.2% | #790 of 2,405 |
| 10Oswego County, NY | 57 | 400 | 84.7 | $428K | +1.0% | #872 of 2,405 |
| 54Cattaraugus County, NY | 27 | 320 | 100.3 | $328K | −2.1% | #2,120 of 2,405 |
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 restaurants and cafes are in Cattaraugus County, NY?
Map listings as of September 2026 show 320 restaurants and cafes in Cattaraugus County. 70 of them (22%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 136 businesses with payroll classed as restaurants and other eating places in 2023, down 12.8% from 2019. Official counts also show 14 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 320 restaurants and cafes on map listings, it comes to $328K per restaurant. 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 restaurants and cafes?
Cattaraugus County has 100.3 restaurants and cafes per 10,000 households, 9% below the U.S. rate of 109.8. Spending per restaurant is $328K, 12% below the U.S. figure of $371K. At the U.S. ratio of restaurants and cafes to household spending, Cattaraugus County would have about 283, against 320 on map listings. There is one business with payroll in the industry for every 235 households, against one for every 209 across the U.S. The official count fell 12.8% from 2019 to 2023, against +6.0% for 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 27 for restaurants and cafes (lower middle), #2,120 of 2,405 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 restaurants 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 restaurants 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.