Groundwork

Groceries and convenience · Small-town market · Kentucky

Grocery and convenience stores in the Glasgow, KY area

How the Glasgow, KY area compares with other small-town markets and the U.S. for grocery and convenience stores: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 48 out of 100: Lower middle

Ranked #306 of 538 scored small-town markets
#8 of 15 scored small-town markets based in Kentucky

Listings
54
20 chain locations (37%)
Official establishments
11
Businesses with payroll, 2023
Household spending a year
$118.7M
On groceries · $5,365 a household
Spending per listing
$2.2M
35% below the U.S.
Listings per 10k households
24.4
30% above the U.S.
Population, 2025
56,224
+2.6% since 2020

See the grocery and convenience stores around any address in the Glasgow area

The site report maps the grocery and convenience stores 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 Glasgow area. 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

At $5,365 per household (15% below the U.S. average), households in the Glasgow area spend about $118.7M a year on groceries. That is about $2.2M of household spending for each store on map listings, 35% below the U.S. figure of $3.4M.

There are 54 grocery and convenience stores on map listings in the Glasgow area as of September 2026. 20 of them (37%) are chain locations, against 42% across the U.S. That comes to 24.4 for every 10,000 households, 30% above the U.S. rate of 18.7.

Official counts show 11 businesses with payroll classed as grocery and convenience stores in the Glasgow area in 2023. That is one for every 2,011 households, against one for every 1,293 across the U.S. Official counts also show 11 one-person businesses without payroll.

Population estimates put the population change in the Glasgow area from 2020 to 2025 at +2.6%, slower than the U.S. (+3.1%). The Groundwork market score for grocery and convenience stores in the Glasgow area is 48 (lower middle), #306 of 538 scored small-town markets and #8 of 15 scored small-town markets based in Kentucky.

How the Glasgow area compares

The same measures for Kentucky and the whole U.S. Spending per listing divides a year of household spending on all groceries by the grocery and convenience stores counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Grocery and convenience stores in Glasgow, KY area compared with Kentucky and the U.S.
MeasureGlasgow areaKentuckyU.S.
Listings per 10k households24.419.418.7
Spending per listing$2.2M$3M$3.4M
Households per official establishment2,0111,7281,293
Official establishment growth, 2019–2023n/a+11.4%+7.2%
Population growth, 2020–2025+2.6%+2.2%+3.1%
Spending per household on groceries$5,365$5,746$6,319
Median household income$50,729$63,726$80,734
Groundwork market score4837

Official counts and lending

Businesses

Official establishments, 2019 to 2023
11
Employees, 2023
255
Annual payroll, 2023
$5.3M
One-person businesses, 2023
11Businesses with no payroll
Map listings, September 2026
5420 chain locations
Listings at the U.S. rate for this spending
35The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
0
Amount
$0

SBA-backed loans to businesses classed as grocery and convenience stores in the Glasgow 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 Glasgow area

Population, 2025 estimate
56,224+2.6% since 2020
Households
22,117
Median age
40.6
Homes lived in by their owners
68%
Vehicles per household
1.9
Land area
777 sq. mi.
People per square mile
71
Median household income
$50,729+24.0% vs. 2015–2019, before inflation
Average household income
$71,979
Median home value
$165,700
Jobs located here
17,233
Daytime population
50,485Residents who don’t work, plus everyone whose job is here

Looking at a specific site in the Glasgow 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 grocery and convenience stores on map listings by name and distance.

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

Free10 actions over 3 days, no card

Grocery and convenience stores across Kentucky

Every Kentucky market ranked →

The highest-scoring small-town markets in Kentucky for grocery and convenience stores, numbered among those based in Kentucky, with the Glasgow area marked.

Top small-town markets in Kentucky

Small-town markets in Kentucky ranked for grocery and convenience stores by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Frankfort, KY883912.0$4.9M+3.1%#3 of 538
2Richmond-Berea, KY846913.9$4M+7.0%#11 of 538
3Franklin, KY691316.2$3.5M+5.9%#88 of 538
4Murray, KY672516.4$3.3M+4.9%#108 of 538
5Danville, KY644018.4$3M+3.6%#132 of 538
6Campbellsville, KY623020.4$2.7M+3.4%#162 of 538
7Mayfield, KY493021.2$2.5M+1.4%#290 of 538
8Glasgow, KY485424.4$2.2M+2.6%#306 of 538
9Henderson, KY465121.8$2.6M−0.9%#319 of 538
10Madisonville, KY444323.4$2.3M−0.5%#339 of 538

Other business types in the Glasgow area

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

Questions

How many grocery and convenience stores are in the Glasgow, KY area?

As of September 2026, map listings count 54 grocery and convenience stores in the Glasgow area. 20 of them (37%) are chain locations. The listings count grocery, convenience and specialty food stores. Official counts show 11 businesses with payroll classed as grocery and convenience stores in 2023. Another 11 one-person businesses have no payroll, by official counts.

How much do households in the Glasgow, KY area spend on groceries?

About $118.7M a year, or $5,365 per household. That is 15% below the U.S. average (an index of 85, where 100 is the U.S. average). Spread across the 54 grocery and convenience stores on map listings, it comes to $2.2M per store. It is estimated from the incomes of the 22,117 households in the Glasgow area and national spending patterns by income.

How does the Glasgow, KY area compare with the U.S. for grocery and convenience stores?

The Glasgow area has 24.4 grocery and convenience stores per 10,000 households, 30% above the U.S. rate of 18.7. Spending per store is $2.2M, 35% below the U.S. figure of $3.4M. At the U.S. ratio of grocery and convenience stores to household spending, the Glasgow area would have about 35, against 54 on map listings. There is one business with payroll in the industry for every 2,011 households, against one for every 1,293 across the U.S.

How fast is the Glasgow, KY area growing?

Population estimates put the Glasgow area at 56,224 people in 2025, up 2.6% since 2020, slower than the U.S. (+3.1%). It has 22,117 households. The median household income in the Glasgow area is $50,729 a year, 37% below the U.S. median of $80,734. That rose 24.0% 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 Glasgow area scores 48 for grocery and convenience stores (lower middle), #306 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 Glasgow area. It maps the grocery and convenience stores 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 grocery and convenience stores · All 56 business types in the Glasgow area

Screening a site or an acquisition in the Glasgow 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 Glasgow 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.