Food and drink · County · New York
Pizza places in Cattaraugus County, NY
The pizza places in Cattaraugus County, NY, the household spending behind them and how the market ranks against other counties.
Groundwork market score · out of 100
Score 39 out of 100: Lower middle
Ranked #1,473 of 2,090 scored counties
#52 of 58 scored counties in New York
- Listings
- 28
- 9 chain locations (32%)
- Official establishments
- 48
- All limited-service restaurants · 0.0% since 2019
- Household spending a year
- $104.8M
- On food away from home · $3,286 a household
- Spending per listing
- $3.7M
- 26% below the U.S.
- Listings per 10k households
- 8.8
- 10% above the U.S.
- Population, 2025
- 75,390
- −2.1% since 2020
See the pizza places around any address in Cattaraugus County
The site report maps the pizza places 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
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 works out to $3.7M per pizza place, 26% below the U.S. figure of $5.1M. The spending figure covers all food away from home, not only pizza places.
There are 28 pizza places on map listings in Cattaraugus County as of September 2026. Of those, 9 are chain locations, or 32%, against 58% across the U.S. That comes to 8.8 for every 10,000 households, 10% above the U.S. rate of 8.0.
In 2023, official counts showed 48 businesses with payroll in Cattaraugus County classed as limited-service restaurants, unchanged from 2019. That is one for every 664 households, against one for every 478 across the U.S. That count covers all limited-service restaurants (fast food and sandwich shops included), not only pizza places. Official counts list 6 one-person businesses without payroll. Since fiscal 2022, 1 SBA-backed loan worth $2,000 has gone to businesses classed as limited-service restaurants in Cattaraugus County.
Between 2020 and 2025, the population of Cattaraugus County declined 2.1%, against +3.1% for the U.S. For pizza places, Cattaraugus County has a Groundwork market score of 39 (lower middle): #1,473 of 2,090 scored counties and #52 of 58 scored counties in New York.
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 pizza places 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 | 8.8 | 8.9 | 8.0 |
| Spending per listing | $3.7M | $4.8M | $5.1M |
| Households per official establishment (all limited-service restaurants) | 664 | 433 | 478 |
| Official establishment growth, 2019–2023 | 0.0% | −0.8% | +6.1% |
| 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 | 39 | 35 |
Official counts and lending
Businesses
- Official establishments, 2019 to 2023
- 48 → 48All limited-service restaurants · 0.0% over the period
- Employees, 2023
- 585
- Annual payroll, 2023
- $12.8M
- One-person businesses, 2023
- 6All limited-service restaurants with no payroll
- Map listings, September 2026
- 289 chain locations
- Listings at the U.S. rate for this spending
- 21The U.S. ratio of listings to household spending, applied here
SBA-backed loans since fiscal 2022
- Loans
- 1
- Amount
- $2,000
SBA-backed loans to businesses classed as limited-service restaurants 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 limited-service restaurants, not only pizza places.
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 pizza places 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 cardPizza across New York
Every New York market ranked →The highest-scoring counties in New York for pizza places, 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 |
|---|---|---|---|---|---|---|
| 1Saratoga County, NY | 71 | 89 | 8.7 | $5.2M | +2.3% | #284 of 2,090 |
| 2Orleans County, NY | 68 | 8 | 4.9 | $7M | −0.5% | #361 of 2,090 |
| 3Lewis County, NY | 67 | 6 | 5.4 | $6.4M | −0.3% | #395 of 2,090 |
| 4Tioga County, NY | 65 | 14 | 6.9 | $5.4M | −1.9% | #479 of 2,090 |
| 5Westchester County, NY | 64 | 312 | 8.4 | $6.1M | +1.4% | #503 of 2,090 |
| 6Seneca County, NY | 61 | 7 | 5.1 | $6.9M | −1.7% | #603 of 2,090 |
| 7St. Lawrence County, NY | 59 | 21 | 5.0 | $6.8M | −2.5% | #670 of 2,090 |
| 8Putnam County, NY | 59 | 34 | 9.6 | $5.3M | +1.4% | #682 of 2,090 |
| 9Nassau County, NY | 58 | 403 | 8.8 | $6.3M | +0.6% | #704 of 2,090 |
| 10Rockland County, NY | 58 | 104 | 10.0 | $4.8M | +5.9% | #723 of 2,090 |
| 52Cattaraugus County, NY | 39 | 28 | 8.8 | $3.7M | −2.1% | #1,473 of 2,090 |
Other business types in Cattaraugus County
Each with its Groundwork market score here, out of 100, where it has one.
Food and drink
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 pizza places are in Cattaraugus County, NY?
As of September 2026, map listings count 28 pizza places in Cattaraugus County. 9 of them (32%) are chain locations. The listings count pizza restaurants. Official counts show 48 businesses with payroll classed as limited-service restaurants in 2023, unchanged from 2019. The official count takes in all limited-service restaurants, not only pizza places: fast food and sandwich shops are counted too. Official counts also show 6 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 28 pizza places on map listings, it comes to $3.7M per pizza place. That spending covers all food away from home, which pizza places 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 pizza places?
Cattaraugus County has 8.8 pizza places per 10,000 households, 10% above the U.S. rate of 8.0. Spending per pizza place is $3.7M, 26% below the U.S. figure of $5.1M. At the U.S. ratio of pizza places to household spending, Cattaraugus County would have about 21, against 28 on map listings. There is one business with payroll in the industry for every 664 households, against one for every 478 across the U.S. The official count held level from 2019 to 2023, against +6.1% 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 39 for pizza places (lower middle), #1,473 of 2,090 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 pizza places 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 pizza places · 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.