Groundwork

Food and drink · County · Pennsylvania

Restaurants and cafes in Carbon County, PA

The restaurants and cafes in Carbon County, PA, the household spending behind them and how the market ranks against other counties.

Groundwork market score · out of 100

Score 48 out of 100: Lower middle

Ranked #1,282 of 2,405 scored counties
#36 of 64 scored counties in Pennsylvania

Listings
274
43 chain locations (16%)
Official establishments
101
+4.1% since 2019
Household spending a year
$96.7M
On food away from home · $3,549 a household
Spending per listing
$353K
5% below the U.S.
Listings per 10k households
100.5
8% below the U.S.
Population, 2025
65,868
+1.7% since 2020

See the restaurants and cafes around any address in Carbon 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 Carbon County. 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 274 restaurants and cafes in Carbon County. Of those, 43 are chain locations, or 16%, against 34% across the U.S. That comes to 100.5 for every 10,000 households, 8% below the U.S. rate of 109.8.

Households in Carbon County spend about $96.7M a year on food away from home, or $3,549 per household, 13% below the U.S. average. That is about $353K of household spending for each restaurant on map listings, 5% below the U.S. figure of $371K.

In 2023, official counts showed 101 businesses with payroll in Carbon County classed as restaurants and other eating places, up 4.1% from 2019. That is one for every 270 households, against one for every 209 across the U.S. Another 14 one-person businesses have no payroll, by official counts. Since fiscal 2022, 4 SBA-backed loans worth $660K have gone to businesses classed as restaurants and other eating places in Carbon County.

Between 2020 and 2025, the population of Carbon County grew 1.7%, slower than the U.S. (+3.1%). For restaurants and cafes, Carbon County has a Groundwork market score of 48 (lower middle): #1,282 of 2,405 scored counties and #36 of 64 scored counties in Pennsylvania.

How Carbon County compares

The same measures for Pennsylvania 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 Carbon County, PA compared with Pennsylvania and the U.S.
MeasureCarbon CountyPennsylvaniaU.S.
Listings per 10k households100.5100.2109.8
Spending per listing$353K$397K$371K
Households per official establishment270237209
Official establishment growth, 2019–2023+4.1%+1.5%+6.0%
Population growth, 2020–2025+1.7%+0.5%+3.1%
Spending per household on food away from home$3,549$3,973$4,070
Median household income$67,554$77,971$80,734
Groundwork market score4861

Official counts and lending

Businesses

Official establishments, 2019 to 2023
97 → 101+4.1% over the period
Employees, 2023
1,352
Annual payroll, 2023
$26.1M
One-person businesses, 2023
14Businesses with no payroll
Map listings, September 2026
27443 chain locations
Listings at the U.S. rate for this spending
261The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
4
Amount
$660K

SBA-backed loans to businesses classed as restaurants and other eating places in Carbon 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 Carbon County

Population, 2025 estimate
65,868+1.7% since 2020
Households
27,255
Median age
45.6
Homes lived in by their owners
76%
Vehicles per household
1.9
Land area
381 sq. mi.
People per square mile
171
Median household income
$67,554+18.5% vs. 2015–2019, before inflation
Average household income
$85,706
Median home value
$211,400
Jobs located here
15,436
Daytime population
50,450Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Carbon 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 Carbon County. Signed out, you see a blurred preview; on an account, each report is one action.

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Restaurants and cafes across Pennsylvania

Every Pennsylvania market ranked →

The highest-scoring counties in Pennsylvania for restaurants and cafes, numbered among those based in Pennsylvania, with Carbon County marked.

Top counties in Pennsylvania

Counties in Pennsylvania ranked for restaurants and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Pike County, PA8318174.6$534K+7.2%#95 of 2,405
2Perry County, PA8210356.3$685K+2.1%#101 of 2,405
3Chester County, PA771,94094.7$549K+4.2%#199 of 2,405
4Lebanon County, PA7540571.4$541K+2.2%#243 of 2,405
5York County, PA751,50282.7$488K+3.6%#248 of 2,405
6Butler County, PA7467483.4$507K+3.2%#269 of 2,405
7Franklin County, PA7248576.4$501K+3.0%#342 of 2,405
8Juniata County, PA714347.6$741K−0.3%#355 of 2,405
9Fulton County, PA703859.9$586K−0.6%#393 of 2,405
10Lancaster County, PA681,88388.5$467K+1.9%#452 of 2,405
36Carbon County, PA48274100.5$353K+1.7%#1,282 of 2,405

Other business types in Carbon County

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

Questions

How many restaurants and cafes are in Carbon County, PA?

Carbon County has 274 restaurants and cafes on map listings as of September 2026. 43 of them (16%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 101 businesses with payroll classed as restaurants and other eating places in 2023, up 4.1% from 2019. Official counts list 14 one-person businesses without payroll.

How much do households in Carbon County, PA spend on food away from home?

About $96.7M a year, or $3,549 per household. That is 13% below the U.S. average (an index of 87, where 100 is the U.S. average). Spread across the 274 restaurants and cafes on map listings, it comes to $353K per restaurant. It is estimated from the incomes of the 27,255 households in Carbon County and national spending patterns by income.

How does Carbon County, PA compare with the U.S. for restaurants and cafes?

Carbon County has 100.5 restaurants and cafes per 10,000 households, 8% below the U.S. rate of 109.8. Spending per restaurant is $353K, 5% below the U.S. figure of $371K. At the national ratio of restaurants and cafes to household spending, Carbon County would have about 261, against 274 on map listings. There is one business with payroll in the industry for every 270 households, against one for every 209 across the U.S. The official count rose 4.1% from 2019 to 2023, against +6.0% for the U.S.

How fast is Carbon County, PA growing?

Population estimates put Carbon County at 65,868 people in 2025, up 1.7% since 2020, slower than the U.S. (+3.1%). It has 27,255 households. The median household income in Carbon County is $67,554 a year, 16% below the U.S. median of $80,734. That rose 18.5% 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. 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. Carbon County scores 48 for restaurants and cafes (lower middle), #1,282 of 2,405 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Carbon 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 Carbon County

Screening a site or an acquisition in Carbon 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 Carbon 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.