Groundwork

Food and drink · Small-town market · Kentucky

Restaurants and cafes in the Madisonville, KY area

The restaurants and cafes in the Madisonville, KY area, the household spending behind them and how the market ranks against other small-town markets.

Groundwork market score · out of 100

Score 56 out of 100: Upper middle

Ranked #200 of 538 scored small-town markets
#10 of 15 scored small-town markets based in Kentucky

Listings
150
70 chain locations (47%)
Official establishments
60
+11.1% since 2019
Household spending a year
$58M
On food away from home · $3,153 a household
Spending per listing
$387K
4% above the U.S.
Listings per 10k households
81.5
26% below the U.S.
Population, 2025
45,127
−0.5% since 2020

See the restaurants and cafes around any address in the Madisonville 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 Madisonville 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

Households in the Madisonville area spend about $58M a year on food away from home, or $3,153 per household, 23% below the U.S. average. Spread across 150 restaurants and cafes, that is $387K per restaurant, 4% above the U.S. figure of $371K.

The Madisonville area has 150 restaurants and cafes on map listings as of September 2026. Chain locations make up 47% of them, against 34% across the U.S. That comes to 81.5 for every 10,000 households, 26% below the U.S. rate of 109.8.

The official count of businesses with payroll classed as restaurants and other eating places in the Madisonville area was 60 in 2023, up 11.1% from 2019. That is one for every 307 households, against one for every 209 across the U.S. Another 17 one-person businesses have no payroll, by official counts. Since fiscal 2022, 1 SBA-backed loan worth $2M has gone to businesses classed as restaurants and other eating places in the Madisonville area.

Population estimates put the population change in the Madisonville area from 2020 to 2025 at −0.5%, against +3.1% for the U.S. The Madisonville area scores 56 (upper middle) on the Groundwork market score for restaurants and cafes, ranking #200 of 538 scored small-town markets and #10 of 15 scored small-town markets based in Kentucky.

How the Madisonville area compares

The same measures for Kentucky 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 Madisonville, KY area compared with Kentucky and the U.S.
MeasureMadisonville areaKentuckyU.S.
Listings per 10k households81.589.4109.8
Spending per listing$387K$390K$371K
Households per official establishment307260209
Official establishment growth, 2019–2023+11.1%+5.0%+6.0%
Population growth, 2020–2025−0.5%+2.2%+3.1%
Spending per household on food away from home$3,153$3,489$4,070
Median household income$56,815$63,726$80,734
Groundwork market score5658

Official counts and lending

Businesses

Official establishments, 2019 to 2023
60+11.1% over the period
Employees, 2023
1,240
Annual payroll, 2023
$21.7M
One-person businesses, 2023
17Businesses with no payroll
Map listings, September 2026
15070 chain locations
Listings at the U.S. rate for this spending
156The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
1
Amount
$2M

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

Population, 2025 estimate
45,127−0.5% since 2020
Households
18,397
Median age
40.6
Homes lived in by their owners
71%
Vehicles per household
1.9
Land area
542 sq. mi.
People per square mile
83
Median household income
$56,815+20.5% vs. 2015–2019, before inflation
Average household income
$70,892
Median home value
$142,800
Jobs located here
16,599
Daytime population
43,041Residents who don’t work, plus everyone whose job is here

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

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Restaurants and cafes across Kentucky

Every Kentucky market ranked →

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

Top small-town markets in Kentucky

Small-town markets in Kentucky ranked for restaurants and cafes by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Richmond-Berea, KY7935872.2$463K+7.0%#33 of 538
2Mount Sterling, KY7711563.3$501K+3.1%#40 of 538
3Campbellsville, KY7310168.8$457K+3.4%#61 of 538
4Mayfield, KY728560.1$522K+1.4%#63 of 538
5Frankfort, KY6529189.9$396K+3.1%#127 of 538
6Danville, KY6318283.7$386K+3.6%#144 of 538
7Corbin, KY6038367.7$433K+0.1%#166 of 538
8Somerset, KY5921983.6$370K+3.5%#179 of 538
9Henderson, KY5817976.3$427K−0.9%#184 of 538
10Madisonville, KY5615081.5$387K−0.5%#200 of 538

Other business types in the Madisonville area

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

Questions

How many restaurants and cafes are in the Madisonville, KY area?

Map listings as of September 2026 show 150 restaurants and cafes in the Madisonville area. 70 of them (47%) are chain locations. The listings count every restaurant, cafe, bar, bakery and food truck. Official counts show 60 businesses with payroll classed as restaurants and other eating places in 2023, up 11.1% from 2019. Official counts list 17 one-person businesses without payroll.

How much do households in the Madisonville, KY area spend on food away from home?

About $58M a year, or $3,153 per household. That is 23% below the U.S. average (an index of 77, where 100 is the U.S. average). Spread across the 150 restaurants and cafes on map listings, it comes to $387K per restaurant. It is estimated from the incomes of the 18,397 households in the Madisonville area and national spending patterns by income.

How does the Madisonville, KY area compare with the U.S. for restaurants and cafes?

The Madisonville area has 81.5 restaurants and cafes per 10,000 households, 26% below the U.S. rate of 109.8. Spending per restaurant is $387K, 4% above the U.S. figure of $371K. At the U.S. ratio of restaurants and cafes to household spending, the Madisonville area would have about 156, against 150 on map listings. There is one business with payroll in the industry for every 307 households, against one for every 209 across the U.S. The official count rose 11.1% from 2019 to 2023, against +6.0% for the U.S.

How fast is the Madisonville, KY area growing?

Population estimates put the Madisonville area at 45,127 people in 2025, down 0.5% since 2020, against +3.1% for the U.S. It has 18,397 households. Median household income in the Madisonville area is $56,815, 30% below the U.S. median of $80,734. Against the 2015–2019 survey, the median rose 20.5%, 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 Madisonville area scores 56 for restaurants and cafes (upper middle), #200 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 Madisonville 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 Madisonville area

Screening a site or an acquisition in the Madisonville 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 Madisonville 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.