Groundwork

County profile · Kentucky

Metcalfe County, KY market data

Population, household spending and competition for 56 business types in Metcalfe County, each scored against other counties.

Population, 2025
10,583
+2.9% since 2020
Households
4,100
Median household income
$51,473
+37.7% vs. 2015–2019, before inflation
Median home value
$110,200
Jobs located here
1,924
Highest market score
76
Insurance agencies, #320 of 2,272 scored counties

A site report maps the competitors on map listings around any address in Metcalfe County by name and distance, and the households and spending within reach. Or open the report at the center of Metcalfe 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

An estimated 10,583 people live in Metcalfe County, in 4,100 households. Between 2020 and 2025, the population of Metcalfe County grew 2.9%, in step with the U.S. (+3.1%). The median household income in Metcalfe County is $51,473 a year, 36% below the U.S. median of $80,734. That rose 37.7% from the 2015–2019 survey, before inflation.

Set against the U.S., households in Metcalfe County spend the most on vehicle insurance (an index of 136, where 100 is the U.S. average) and the least on memberships, classes and admissions (47).

The highest Groundwork market scores in Metcalfe County are for insurance agencies (76), restaurants and cafes (66) and real estate businesses (56). Metcalfe County ranks #320 of 2,272 scored counties for insurance agencies.

Metcalfe County is part of the Glasgow area. For its number of households, Metcalfe County has the most map listings, relative to the U.S., for auto repair shops (13% above the U.S. rate) and the fewest for medical and dental practices (65% below the U.S. rate).

All 56 business types in Metcalfe County

Highest Groundwork market score first. Each score compares Metcalfe County with other counties for that business type, from 0 to 100. Spending per listing divides a whole spending line (all vehicle repairs, all eating out) by one type’s listings: the demand for each competitor, not a business’s revenue. Compare it across markets with its index, where 100 is the U.S. figure for the same type; the real estate types, whose line is all housing costs, show the index only. How the score works.

Every business type in Metcalfe County, KY, highest Groundwork market score first, with its rank among counties, listings, listings per 10,000 households, spending per listing and official establishments
Business typeScoreRank among countiesListingsPer 10k householdsSpending per listingSpending per listing vs. U.S. (100)Official establishments
Insurance agencies76#320 of 2,272512.2$2.2M174Under 3
Restaurants and cafes66#508 of 2,4052561.0$490K1329
Real estate56#751 of 2,229512.2Index only241Under 3
Doctors, dentists and clinics55#945 of 2,3941229.3$310K203Under 3
Real estate agents and brokers52#923 of 2,176512.2Index only192Under 3
Gas stations48#1,272 of 2,358717.1$1.8M767
Auto repair and car care42#1,562 of 2,4011639.0$236K88Under 3
Sit-down restaurants40#1,646 of 2,4052048.8$612K926
Auto repair shops39#1,702 of 2,3781024.4$378K85Under 3
Grocery and convenience stores38#1,667 of 2,402922.0$2.4M71Under 3
Convenience stores24#1,959 of 2,261717.1$3.1M39Under 3
Pet businesses18#2,140 of 2,200717.1$403K464
Clothing, shoes and laundryNot scoredNot scored49.8$1.6M178Under 3
PizzaNot scoredNot scored49.8$3.1M603
Clothing and shoe storesNot scoredNot scored37.3$2.1M165Under 3
VeterinariansNot scoredNot scored37.3$940K354
Car washes and detailingNot scoredNot scored24.9$1.9MToo fewUnder 3
Child care and preschoolsNot scoredNot scored24.9$601KToo fewUnder 3
Collision repair and body shopsNot scoredNot scored24.9$1.9MToo fewUnder 3
Dentists and orthodontistsNot scoredNot scored24.9$1.9MToo fewUnder 3
Fast food and sandwich shopsNot scoredNot scored24.9$6.1MToo few3
Funeral homesNot scoredNot scored24.9$299KToo fewUnder 3
Grocery storesNot scoredNot scored24.9$10.8MToo fewUnder 3
Lawn, cleaning and pest controlNot scoredNot scored24.9$2.5MToo fewUnder 3
Optometrists and eye careNot scoredNot scored24.9$1.9MToo fewUnder 3
Pet storesNot scoredNot scored24.9$1.4MToo fewUnder 3
Primary care and pediatricsNot scoredNot scored24.9$1.9MToo fewUnder 3
Salons, barbers and spasNot scoredNot scored24.9$1.5MToo fewUnder 3
BarbershopsNot scoredNot scored12.4$3MToo fewUnder 3
ChiropractorsNot scoredNot scored12.4$3.7MToo fewUnder 3
Coffee shops and cafesNot scoredNot scored12.4$12.2MToo fewUnder 3
ElectriciansNot scoredNot scored12.4$9.4MToo fewUnder 3
GymsNot scoredNot scored12.4$1.9MToo fewUnder 3
Gyms, studios and classesNot scoredNot scored12.4$1.9MToo fewUnder 3
Hair salonsNot scoredNot scored12.4$3MToo fewUnder 3
Home repair tradesNot scoredNot scored12.4$9.4MToo fewUnder 3
Landscaping and lawn careNot scoredNot scored12.4$5MToo fewUnder 3
LaundromatsNot scoredNot scored12.4$6.3MToo fewUnder 3
Pest controlNot scoredNot scored12.4$5MToo fewUnder 3
Pet grooming and boardingNot scoredNot scored12.4$2.8MToo fewUnder 3
Physical therapyNot scoredNot scored12.4$3.7MToo fewUnder 3
Bakeries and dessert shopsNot scoredNot scored00.0None listedNone listedUnder 3
Dry cleanersNot scoredNot scored00.0None listedNone listedUnder 3
Home inspectorsNot scoredNot scored00.0None listedNone listedUnder 3
House cleaningNot scoredNot scored00.0None listedNone listedUnder 3
HVAC and plumbingNot scoredNot scored00.0None listedNone listedUnder 3
Martial arts and dance studiosNot scoredNot scored00.0None listedNone listedUnder 3
Mortgage brokers and lendersNot scoredNot scored00.0None listedNone listedUnder 3
Nail salonsNot scoredNot scored00.0None listedNone listedUnder 3
Oil change and quick lubeNot scoredNot scored00.0None listedNone listedUnder 3
Property managementNot scoredNot scored00.0None listedNone listedUnder 3
Roofing and guttersNot scoredNot scored00.0None listedNone listedUnder 3
Spas and skin careNot scoredNot scored00.0None listedNone listedUnder 3
Tire shopsNot scoredNot scored00.0None listedNone listedUnder 3
Urgent care and walk-in clinicsNot scoredNot scored00.0None listedNone listedUnder 3
Yoga, Pilates and fitness studiosNot scoredNot scored00.0None listedNone listedUnder 3

Household spending in Metcalfe County

What households here spend in a year on each line, in total and per household, with the index against the U.S. average (100).

Annual household spending in Metcalfe County, KY by line, per household, and against the U.S.
Spending lineA year, all householdsPer householdIndex vs. U.S. (100)
Vehicle maintenance and repairs$3.8M$92196
Gasoline and other fuels$12.7M$3,095119
Food away from home$12.2M$2,98573
Groceries$21.7M$5,28384
Personal care products and services$3M$72272
Child care and other personal services$1.2M$29350
Memberships, classes and admissions$1.9M$46647
Medical and dental services$3.7M$90670
Pets$2.8M$68876
Clothing, shoes and related services$6.3M$1,53074
Vehicle insurance$10.9M$2,668136
Home repairs, maintenance and insurance$9.4M$2,28576
Lawn care, cleaning and other household services$5M$1,21086
Rent and homeowner costs$52.3M$12,74576

Household spending is estimated from the incomes of the households in each neighborhood, using what households at each income spent nationally in 2024, adjusted for the region. It counts what residents spend, wherever they spend it.

Population and households in Metcalfe County

Population, 2025 estimate
10,583+2.9% since 2020
Households
4,100
Median age
43.0
Homes lived in by their owners
78%
Vehicles per household
2.0
Land area
290 sq. mi.
People per square mile
36
Median household income
$51,473+37.7% vs. 2015–2019, before inflation
Average household income
$65,471
Median home value
$110,200
Jobs located here
1,924
Daytime population
8,587Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Metcalfe 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 competitors on map listings by name and distance, for any of the 56 business types.

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

Free10 actions over 3 days, no card

Metcalfe County is part of the Glasgow, KY area.

Questions

How fast is Metcalfe County, KY growing?

Population estimates put Metcalfe County at 10,583 people in 2025, up 2.9% since 2020, in step with the U.S. (+3.1%). It has 4,100 households. Against the 2015–2019 survey, median household income rose 37.7%, before inflation.

How much do households in Metcalfe County, KY spend?

Households in Metcalfe County spend about $52.3M a year on rent and homeowner costs, $21.7M on groceries and $12.7M on gasoline and other fuels. Relative to the U.S., household spending in Metcalfe County runs highest on vehicle insurance (an index of 136, where 100 is the U.S. average) and lowest on memberships, classes and admissions (47).

Which business types have the highest market scores in Metcalfe County, KY?

Of the business types scored in Metcalfe County, insurance agencies (76), restaurants and cafes (66) and real estate businesses (56) have the highest Groundwork market scores. For insurance agencies, that ranks #320 of 2,272 scored counties.

How does Metcalfe County, KY compare with the U.S.?

Median household income in Metcalfe County is $51,473, 36% below the U.S. median of $80,734. The population rose 2.9% from 2020 to 2025, against +3.1% for the U.S. The median home value is $110,200, against $332,700 for the U.S. Against the U.S., map listings per household run highest for auto repair shops (13% above the U.S. rate) and lowest for medical and dental practices (65% below the U.S. rate).

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. 12 of the 56 business types have a score in Metcalfe County, each ranked against other counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Metcalfe County. It maps the competitors 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.

All markets in Kentucky · Every U.S. market · How we measure

Screening a site or an acquisition in Metcalfe 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 Metcalfe 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.