Groundwork

County profile · North Carolina

Cleveland County, NC market data

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

Population, 2025
103,325
+3.4% since 2020
Households
38,850
Median household income
$58,534
+38.6% vs. 2015–2019, before inflation
Median home value
$200,000
Jobs located here
34,727
Highest market score
85
Insurance agencies, #132 of 2,272 scored counties

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

An estimated 103,325 people live in Cleveland County, in 38,850 households. Between 2020 and 2025, the population of Cleveland County grew 3.4%, in step with the U.S. (+3.1%). The median household income in Cleveland County is $58,534 a year, 27% below the U.S. median of $80,734. That rose 38.6% from the 2015–2019 survey, before inflation.

Set against the U.S., households in Cleveland County spend the most on vehicle insurance (an index of 141, where 100 is the U.S. average) and the least on memberships, classes and admissions (57).

The highest Groundwork market scores in Cleveland County are for insurance agencies (85), veterinarians (71) and car washes and detailers (69). Cleveland County ranks #132 of 2,272 scored counties for insurance agencies.

Cleveland County is part of the Shelby-Kings Mountain area. For its number of households, Cleveland County has the most map listings, relative to the U.S., for convenience stores (86% above the U.S. rate) and the fewest for real estate agents and brokers (59% below the U.S. rate).

All 56 business types in Cleveland County

Highest Groundwork market score first. Each score compares Cleveland 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 Cleveland County, NC, 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 agencies85#132 of 2,2724010.3$2.7M21421
Veterinarians71#260 of 1,485102.6$3M1095
Car washes and detailing69#262 of 1,451143.6$2.7M1074
House cleaning68#126 of 84771.8$7.3M11412
Roofing and gutters65#251 of 1,177102.6$9.8M1164
Pet businesses65#476 of 2,200359.0$850K9715
Mortgage brokers and lenders64#180 of 88751.3Index only272Under 3
Pet stores64#244 of 97451.3$6M132Under 3
Physical therapy64#343 of 1,422133.3$3M1237
Gyms64#390 of 1,792143.6$1.6M1208
Coffee shops and cafes64#471 of 2,063287.2$4.5M12310
Real estate agents and brokers63#426 of 2,1764912.6Index only19922
Bakeries and dessert shops62#480 of 1,889276.9$4.7M11410
Optometrists and eye care59#438 of 1,302112.8$3.5M1115
Chiropractors58#517 of 1,490153.9$2.6M1077
Gas stations58#835 of 2,3585413.9$2.3M9765
Spas and skin care57#625 of 1,769297.5$1.1M1204
Dentists and orthodontists57#692 of 1,886318.0$1.2M12617
Real estate56#765 of 2,2296316.2Index only19450
Funeral homes55#581 of 1,472112.8$537K798
Collision repair and body shops54#569 of 1,327123.1$3.2M10211
Landscaping and lawn care53#633 of 1,493205.1$2.5M8741
Restaurants and cafes52#1,091 of 2,40530979.5$412K111152
Property management51#414 of 91071.8Index only13620
Gyms, studios and classes51#991 of 2,088318.0$707K10717
Lawn, cleaning and pest control50#870 of 1,771369.3$1.4M8457
Pet grooming and boarding49#760 of 1,461143.6$2.1M8410
Sit-down restaurants49#1,230 of 2,40517845.8$715K10862
Laundromats47#411 of 78551.3$12.9M103Under 3
Electricians46#688 of 1,160123.1$8.2M6819
Tire shops46#895 of 1,530266.7$1.5M586
Clothing and shoe stores46#1,194 of 2,0875012.9$1.3M10223
Pizza44#1,263 of 2,090318.0$4.1M8177
Clothing, shoes and laundry44#1,344 of 2,2107018.0$922K10526
Salons, barbers and spas43#1,596 of 2,38517043.8$180K8517
Auto repair and car care42#1,566 of 2,40116542.5$229K8564
Pest control41#475 of 69992.3$5.7M554
Home repair trades41#1,444 of 2,0575213.4$1.9M7863
Hair salons41#1,618 of 2,3399825.2$312K7312
Grocery stores40#1,360 of 2,070328.2$6.7M7318
Auto repair shops40#1,670 of 2,37810326.5$367K8349
Barbershops39#943 of 1,356184.6$1.7M90Under 3
Fast food and sandwich shops39#1,536 of 2,2225313.6$2.4M7977
Martial arts and dance studios37#1,004 of 1,334153.9$1.5M729
HVAC and plumbing34#1,401 of 1,707307.7$3.3M6940
Grocery and convenience stores34#1,821 of 2,40210326.5$2.1M6237
Doctors, dentists and clinics33#2,002 of 2,39433686.5$114K7591
Oil change and quick lube32#394 of 47951.3$7.6M555
Nail salons32#1,106 of 1,328235.9$1.3M80Under 3
Child care and preschools31#1,320 of 1,611287.2$487K4925
Primary care and pediatrics31#1,369 of 1,656389.8$1M5755
Convenience stores31#1,781 of 2,2615814.9$3.7M4719
Dry cleanersNot scoredNot scored41.0$16.1M1033
Home inspectorsNot scoredNot scored20.5Index onlyToo fewUnder 3
Urgent care and walk-in clinicsNot scoredNot scored20.5$19.2MToo fewUnder 3
Yoga, Pilates and fitness studiosNot scoredNot scored20.5$11MToo few8

Household spending in Cleveland 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 Cleveland County, NC by line, per household, and against the U.S.
Spending lineA year, all householdsPer householdIndex vs. U.S. (100)
Vehicle maintenance and repairs$37.8M$974102
Gasoline and other fuels$124.9M$3,214124
Food away from home$127.3M$3,27881
Groceries$215.9M$5,55888
Personal care products and services$30.6M$78878
Child care and other personal services$13.6M$35160
Memberships, classes and admissions$21.9M$56457
Medical and dental services$38.4M$98977
Pets$29.8M$76684
Clothing, shoes and related services$64.5M$1,66181
Vehicle insurance$107.3M$2,762141
Home repairs, maintenance and insurance$98.1M$2,52684
Lawn care, cleaning and other household services$51M$1,31293
Rent and homeowner costs$530.5M$13,65482

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 Cleveland County

Population, 2025 estimate
103,325+3.4% since 2020
Households
38,850
Median age
41.3
Homes lived in by their owners
71%
Vehicles per household
2.1
Land area
464 sq. mi.
People per square mile
218
Median household income
$58,534+38.6% vs. 2015–2019, before inflation
Average household income
$76,018
Median home value
$200,000
Jobs located here
34,727
Daytime population
92,263Residents who don’t work, plus everyone whose job is here

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

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Cleveland County is part of the Shelby-Kings Mountain, NC area.

Questions

How fast is Cleveland County, NC growing?

Population estimates put Cleveland County at 103,325 people in 2025, up 3.4% since 2020, in step with the U.S. (+3.1%). It has 38,850 households. Against the 2015–2019 survey, median household income rose 38.6%, before inflation.

How much do households in Cleveland County, NC spend?

Households in Cleveland County spend about $530.5M a year on rent and homeowner costs, $215.9M on groceries and $127.3M on food away from home. Relative to the U.S., household spending in Cleveland County runs highest on vehicle insurance (an index of 141, where 100 is the U.S. average) and lowest on memberships, classes and admissions (57).

Which business types have the highest market scores in Cleveland County, NC?

Of the business types scored in Cleveland County, insurance agencies (85), veterinarians (71) and car washes and detailers (69) have the highest Groundwork market scores. For insurance agencies, that ranks #132 of 2,272 scored counties.

How does Cleveland County, NC compare with the U.S.?

Median household income in Cleveland County is $58,534, 27% below the U.S. median of $80,734. The population rose 3.4% from 2020 to 2025, against +3.1% for the U.S. The median home value is $200,000, against $332,700 for the U.S. Against the U.S., map listings per household run highest for convenience stores (86% above the U.S. rate) and lowest for real estate agents and brokers (59% 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. 52 of the 56 business types have a score in Cleveland 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 Cleveland 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 North Carolina · Every U.S. market · How we measure

Screening a site or an acquisition in Cleveland 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 Cleveland 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.