Groundwork

Food and drink · Small-town market · New York

Restaurants and cafes in the Corning, NY area

How the Corning, NY area compares with other small-town markets and the U.S. for restaurants and cafes: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 59 out of 100: Upper middle

Ranked #175 of 538 scored small-town markets
#3 of 14 scored small-town markets based in New York

Listings
341
80 chain locations (23%)
Official establishments
152
−3.8% since 2019
Household spending a year
$139.5M
On food away from home · $3,558 a household
Spending per listing
$409K
10% above the U.S.
Listings per 10k households
86.9
21% below the U.S.
Population, 2025
91,855
−1.6% since 2020

See the restaurants and cafes around any address in the Corning area

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 the Corning 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 341 restaurants and cafes in the Corning area. Chain locations make up 23% of them, against 34% across the U.S. That comes to 86.9 for every 10,000 households, 21% below the U.S. rate of 109.8.

Household spending on food away from home in the Corning area comes to about $139.5M a year: $3,558 per household, 13% below the U.S. average. Spread across 341 restaurants and cafes, that is $409K per restaurant, 10% above the U.S. figure of $371K.

In 2023, official counts showed 152 businesses with payroll in the Corning area classed as restaurants and other eating places, down 3.8% from 2019. That is one for every 258 households, against one for every 209 across the U.S. Another 20 one-person businesses have no payroll, by official counts. Since fiscal 2022, 10 SBA-backed loans worth $1.4M have gone to businesses classed as restaurants and other eating places in the Corning area.

Population estimates put the population change in the Corning area from 2020 to 2025 at −1.6%, against +3.1% for the U.S. For restaurants and cafes, the Corning area has a Groundwork market score of 59 (upper middle): #175 of 538 scored small-town markets and #3 of 14 scored small-town markets based in New York.

How the Corning area 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.

Restaurants and cafes in Corning, NY area compared with New York and the U.S.
MeasureCorning areaNew YorkU.S.
Listings per 10k households86.9127.6109.8
Spending per listing$409K$335K$371K
Households per official establishment258172209
Official establishment growth, 2019–2023−3.8%+0.5%+6.0%
Population growth, 2020–2025−1.6%−0.6%+3.1%
Spending per household on food away from home$3,558$4,270$4,070
Median household income$65,887$85,974$80,734
Groundwork market score5924

Official counts and lending

Businesses

Official establishments, 2019 to 2023
152−3.8% over the period
Employees, 2023
1,869
Annual payroll, 2023
$44.1M
One-person businesses, 2023
20Businesses with no payroll
Map listings, September 2026
34180 chain locations
Listings at the U.S. rate for this spending
376The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
10
Amount
$1.4M

SBA-backed loans to businesses classed as restaurants and other eating places in the Corning 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 Corning area

Population, 2025 estimate
91,855−1.6% since 2020
Households
39,219
Median age
43.5
Homes lived in by their owners
73%
Vehicles per household
1.7
Land area
1,391 sq. mi.
People per square mile
67
Median household income
$65,887+22.8% vs. 2015–2019, before inflation
Average household income
$87,852
Median home value
$137,900
Jobs located here
35,180
Daytime population
89,380Residents who don’t work, plus everyone whose job is here

Looking at a specific site in the Corning 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 restaurants and cafes on map listings by name and distance.

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

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Restaurants and cafes across New York

Every New York market ranked →

The highest-scoring small-town markets in New York for restaurants and cafes, numbered among those based in New York, with the Corning area marked.

Top small-town markets in New York

Small-town markets in New York ranked for restaurants and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Auburn, NY6025580.9$442K−2.3%#165 of 538
2Batavia, NY6023293.3$394K+0.2%#168 of 538
3Corning, NY5934186.9$409K−1.6%#175 of 538
4Plattsburgh, NY5829186.7$422K−2.0%#185 of 538
5Gloversville, NY5618681.3$430K−1.6%#196 of 538
6Massena-Ogdensburg, NY5534282.1$418K−2.5%#210 of 538
7Amsterdam, NY5518493.9$374K+1.1%#213 of 538
8Monticello, NY46384122.2$316K+2.7%#314 of 538
9Hudson, NY45305114.5$364K−2.1%#316 of 538
10Oneonta, NY41307132.4$273K+3.8%#371 of 538

Other business types in the Corning area

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

Questions

How many restaurants and cafes are in the Corning, NY area?

The Corning area has 341 restaurants and cafes on map listings as of September 2026. 80 of them (23%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 152 businesses with payroll classed as restaurants and other eating places in 2023, down 3.8% from 2019. Official counts list 20 one-person businesses without payroll.

How much do households in the Corning, NY area spend on food away from home?

About $139.5M a year, or $3,558 per household. That is 13% below the U.S. average (an index of 87, where 100 is the U.S. average). Spread across the 341 restaurants and cafes on map listings, it comes to $409K per restaurant. It is estimated from the incomes of the 39,219 households in the Corning area and national spending patterns by income.

How does the Corning, NY area compare with the U.S. for restaurants and cafes?

The Corning area has 86.9 restaurants and cafes per 10,000 households, 21% below the U.S. rate of 109.8. Spending per restaurant is $409K, 10% above the U.S. figure of $371K. At the national ratio of restaurants and cafes to household spending, the Corning area would have about 376, against 341 on map listings. There is one business with payroll in the industry for every 258 households, against one for every 209 across the U.S. The official count fell 3.8% from 2019 to 2023, against +6.0% for the U.S.

How fast is the Corning, NY area growing?

Population estimates put the Corning area at 91,855 people in 2025, down 1.6% since 2020, against +3.1% for the U.S. It has 39,219 households. The median household income in the Corning area is $65,887 a year, 18% below the U.S. median of $80,734. That rose 22.8% from the 2015–2019 survey, 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 Corning area scores 59 for restaurants and cafes (upper middle), #175 of 538 scored small-town markets.

How can I see the market around a specific site?

Run a Groundwork site report on an address in the Corning area. 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 the Corning area

Screening a site or an acquisition in the Corning 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 Corning 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.