Groundwork

Food and drink · County · North Carolina

Restaurants and cafes in Madison County, NC

Competitor counts, household spending and official business counts for restaurants and cafes in Madison County, NC, set against other counties and the U.S.

Groundwork market score · out of 100

Score 71 out of 100: Upper middle

Ranked #377 of 2,405 scored counties
#16 of 96 scored counties in North Carolina

Listings
58
9 chain locations (16%)
Official establishments
24
−22.6% since 2019
Household spending a year
$27.8M
On food away from home · $3,338 a household
Spending per listing
$480K
29% above the U.S.
Listings per 10k households
69.5
37% below the U.S.
Population, 2025
22,553
+5.9% since 2020

See the restaurants and cafes around any address in Madison 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 Madison County. Signed out, you see a blurred preview; on an account, each report is one action.

Free10 actions over 3 days, no card

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 58 restaurants and cafes in Madison County. Chain locations make up 16% of them, against 34% across the U.S. Per 10,000 households, that is 69.5, 37% below the U.S. rate of 109.8.

Household spending on food away from home in Madison County comes to about $27.8M a year: $3,338 per household, 18% below the U.S. average. That is about $480K of household spending for each restaurant on map listings, 29% above the U.S. figure of $371K.

In 2023, official counts showed 24 businesses with payroll in Madison County classed as restaurants and other eating places, down 22.6% from 2019. That is one for every 348 households, against one for every 209 across the U.S. Since fiscal 2022, 2 SBA-backed loans worth $1.6M have gone to businesses classed as restaurants and other eating places in Madison County.

Population estimates put the population change in Madison County from 2020 to 2025 at +5.9%, faster than the U.S. (+3.1%). For restaurants and cafes, Madison County has a Groundwork market score of 71 (upper middle): #377 of 2,405 scored counties and #16 of 96 scored counties in North Carolina. That puts it in the top quarter of counties.

How Madison County compares

The same measures for North Carolina 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 Madison County, NC compared with North Carolina and the U.S.
MeasureMadison CountyNorth CarolinaU.S.
Listings per 10k households69.597.5109.8
Spending per listing$480K$387K$371K
Households per official establishment348221209
Official establishment growth, 2019–2023−22.6%+8.5%+6.0%
Population growth, 2020–2025+5.9%+7.2%+3.1%
Spending per household on food away from home$3,338$3,776$4,070
Median household income$58,531$72,388$80,734
Groundwork market score7158

Official counts and lending

Businesses

Official establishments, 2019 to 2023
31 → 24−22.6% over the period
Employees, 2023
272
Annual payroll, 2023
$4.7M
One-person businesses, 2023
0Businesses with no payroll
Map listings, September 2026
589 chain locations
Listings at the U.S. rate for this spending
75The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
2
Amount
$1.6M

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

Population, 2025 estimate
22,553+5.9% since 2020
Households
8,342
Median age
45.0
Homes lived in by their owners
77%
Vehicles per household
2.2
Land area
450 sq. mi.
People per square mile
49
Median household income
$58,531+27.6% vs. 2015–2019, before inflation
Average household income
$84,172
Median home value
$284,600
Jobs located here
4,052
Daytime population
16,995Residents who don’t work, plus everyone whose job is here

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

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Restaurants and cafes across North Carolina

Every North Carolina market ranked →

The highest-scoring counties in North Carolina for restaurants and cafes, numbered among those based in North Carolina, with Madison County marked.

Top counties in North Carolina

Counties in North Carolina ranked for restaurants and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Camden County, NC931947.4$851K+8.8%#8 of 2,405
2Chatham County, NC9021565.1$687K+11.0%#25 of 2,405
3Franklin County, NC8914149.4$741K+18.8%#30 of 2,405
4Hoke County, NC859549.3$704K+9.0%#60 of 2,405
5Union County, NC8464977.0$596K+11.7%#71 of 2,405
6Davie County, NC8310963.1$610K+6.9%#89 of 2,405
7Lincoln County, NC8225870.1$567K+13.2%#108 of 2,405
8Johnston County, NC8164074.8$529K+17.9%#124 of 2,405
9Harnett County, NC8031362.8$572K+12.3%#137 of 2,405
10Granville County, NC7713560.1$613K+2.1%#191 of 2,405
16Madison County, NC715869.5$480K+5.9%#377 of 2,405

Other business types in Madison County

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

Questions

How many restaurants and cafes are in Madison County, NC?

Madison County has 58 restaurants and cafes on map listings as of September 2026. 9 of them (16%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 24 businesses with payroll classed as restaurants and other eating places in 2023, down 22.6% from 2019.

How much do households in Madison County, NC spend on food away from home?

About $27.8M a year, or $3,338 per household. That is 18% below the U.S. average (an index of 82, where 100 is the U.S. average). Spread across the 58 restaurants and cafes on map listings, it comes to $480K per restaurant. It is estimated from the incomes of the 8,342 households in Madison County and national spending patterns by income.

How does Madison County, NC compare with the U.S. for restaurants and cafes?

Madison County has 69.5 restaurants and cafes per 10,000 households, 37% below the U.S. rate of 109.8. Spending per restaurant is $480K, 29% above the U.S. figure of $371K. At the national ratio of restaurants and cafes to household spending, Madison County would have about 75, against 58 on map listings. There is one business with payroll in the industry for every 348 households, against one for every 209 across the U.S. The official count fell 22.6% from 2019 to 2023, against +6.0% for the U.S.

How fast is Madison County, NC growing?

Population estimates put Madison County at 22,553 people in 2025, up 5.9% since 2020, faster than the U.S. (+3.1%). It has 8,342 households. The median household income in Madison County is $58,531 a year, 28% below the U.S. median of $80,734. That rose 27.6% 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. Madison County scores 71 for restaurants and cafes (upper middle), #377 of 2,405 scored counties.

How can I see the market around a specific site?

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

Screening a site or an acquisition in Madison 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 Madison 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.