Groundwork

County profile · North Carolina

Caldwell County, NC market data

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

Population, 2025
81,105
+0.7% since 2020
Households
32,919
Median household income
$56,425
+26.8% vs. 2015–2019, before inflation
Median home value
$192,200
Jobs located here
26,485
Highest market score
67
Spas and skin care, #290 of 1,769 scored counties

A site report maps the competitors on map listings around any address in Caldwell County by name and distance, and the households and spending within reach. Or open the report at the center of Caldwell 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 81,105 people live in Caldwell County, in 32,919 households. Between 2020 and 2025, the population of Caldwell County grew 0.7%, slower than the U.S. (+3.1%). The median household income in Caldwell County is $56,425 a year, 30% below the U.S. median of $80,734. That rose 26.8% from the 2015–2019 survey, before inflation.

Set against the U.S., households in Caldwell County spend the most on vehicle insurance (an index of 137, where 100 is the U.S. average) and the least on memberships, classes and admissions (55).

The highest Groundwork market scores in Caldwell County are for spas and skin care studios (67), veterinarians (66) and funeral homes (63). Caldwell County ranks #290 of 1,769 scored counties for spas and skin care studios.

Caldwell County is part of the Hickory-Lenoir-Morganton metro area. For its number of households, Caldwell County has the most map listings, relative to the U.S., for house cleaning businesses (64% above the U.S. rate) and the fewest for spas and skin care studios (71% below the U.S. rate).

All 56 business types in Caldwell County

Highest Groundwork market score first. Each score compares Caldwell 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 Caldwell 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
Spas and skin care67#290 of 1,769113.3$2.3M2653
Veterinarians66#358 of 1,48582.4$3.1M1144
Funeral homes63#411 of 1,47282.4$650K964
Hair salons62#586 of 2,3394714.3$543K1263
Salons, barbers and spas61#613 of 2,3858425.5$304K1438
HVAC and plumbing60#480 of 1,707133.9$6.3M13324
Real estate agents and brokers60#551 of 2,1763811.5Index only21516
Clothing and shoe stores60#670 of 2,087247.3$2.2M17610
Insurance agencies59#804 of 2,2724914.9$1.8M14434
Physical therapy58#490 of 1,42261.8$5.3M222Under 3
Home repair trades57#690 of 2,057267.9$3.2M13048
Coffee shops and cafes57#718 of 2,063195.8$5.6M15013
Collision repair and body shops56#513 of 1,32782.4$3.9M1269
Gyms56#679 of 1,792123.6$1.5M1137
Real estate56#755 of 2,2294413.4Index only23336
Sit-down restaurants56#890 of 2,40511434.6$927K14048
Clothing, shoes and laundry55#903 of 2,2103911.8$1.4M15714
Restaurants and cafes55#939 of 2,40521565.3$491K133123
Gas stations55#950 of 2,3584814.6$2.1M9043
Doctors, dentists and clinics54#998 of 2,39413139.8$244K16046
Pet businesses53#960 of 2,2003811.5$654K749
Landscaping and lawn care52#658 of 1,493164.9$2.7M9129
Bakeries and dessert shops52#849 of 1,889216.4$5M12113
Pet grooming and boarding50#744 of 1,461133.9$1.9M755
Roofing and gutters49#610 of 1,17792.7$9.2M1086
Pizza49#1,061 of 2,090195.8$5.6M10962
Dentists and orthodontists48#1,005 of 1,886278.2$1.2M12015
Gyms, studios and classes48#1,155 of 2,088267.9$679K10310
Grocery stores47#1,113 of 2,070226.7$8.3M8912
Fast food and sandwich shops46#1,294 of 2,2223310.0$3.2M10562
Grocery and convenience stores45#1,395 of 2,4027021.3$2.6M7719
Nail salons44#854 of 1,328123.6$2.1M127Under 3
Convenience stores43#1,378 of 2,2613911.8$4.7M597
Lawn, cleaning and pest control42#1,175 of 1,771319.4$1.4M8247
Auto repair shops42#1,554 of 2,3787522.8$413K9335
Martial arts and dance studios41#918 of 1,334123.6$1.5M733
Auto repair and car care40#1,651 of 2,40111835.8$263K9857
Car washes and detailing37#1,054 of 1,451133.9$2.4M9510
Primary care and pediatrics37#1,238 of 1,656278.2$1.2M6625
House cleaning35#688 of 847123.6$3.6M5614
Tire shops35#1,133 of 1,530154.6$2.1M8310
Child care and preschools35#1,225 of 1,611195.8$572K5715
Barbershops33#1,043 of 1,356144.3$1.8M97Under 3
Pet stores25#851 of 97492.7$2.8M61Under 3
ElectriciansNot scoredNot scored41.2$20.6M17218
LaundromatsNot scoredNot scored41.2$13.5M1084
ChiropractorsNot scoredNot scored30.9$10.6M4453
Mortgage brokers and lendersNot scoredNot scored30.9Index only3803
Oil change and quick lubeNot scoredNot scored30.9$10.3M75Under 3
Optometrists and eye careNot scoredNot scored30.9$10.6M3403
Pest controlNot scoredNot scored30.9$14.2M1394
Property managementNot scoredNot scored20.6Index onlyToo few10
Yoga, Pilates and fitness studiosNot scoredNot scored20.6$8.8MToo few7
Dry cleanersNot scoredNot scored10.3$53.8MToo fewUnder 3
Home inspectorsNot scoredNot scored10.3Index onlyToo fewUnder 3
Urgent care and walk-in clinicsNot scoredNot scored10.3$31.9MToo fewUnder 3

Household spending in Caldwell 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 Caldwell 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$31M$94298
Gasoline and other fuels$102.8M$3,124120
Food away from home$105.6M$3,20979
Groceries$181.5M$5,51487
Personal care products and services$25.5M$77577
Child care and other personal services$10.9M$33057
Memberships, classes and admissions$17.7M$53655
Medical and dental services$31.9M$97075
Pets$24.9M$75583
Clothing, shoes and related services$53.8M$1,63580
Vehicle insurance$88.5M$2,687137
Home repairs, maintenance and insurance$82.4M$2,50283
Lawn care, cleaning and other household services$42.6M$1,29592
Rent and homeowner costs$444.4M$13,50081

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 Caldwell County

Population, 2025 estimate
81,105+0.7% since 2020
Households
32,919
Median age
44.4
Homes lived in by their owners
74%
Vehicles per household
2.0
Land area
472 sq. mi.
People per square mile
171
Median household income
$56,425+26.8% vs. 2015–2019, before inflation
Average household income
$75,197
Median home value
$192,200
Jobs located here
26,485
Daytime population
70,763Residents who don’t work, plus everyone whose job is here

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

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Caldwell County is part of the Hickory-Lenoir-Morganton, NC metro area.

Questions

How fast is Caldwell County, NC growing?

Population estimates put Caldwell County at 81,105 people in 2025, up 0.7% since 2020, slower than the U.S. (+3.1%). It has 32,919 households. Against the 2015–2019 survey, median household income rose 26.8%, before inflation.

How much do households in Caldwell County, NC spend?

Households in Caldwell County spend about $444.4M a year on rent and homeowner costs, $181.5M on groceries and $105.6M on food away from home. Relative to the U.S., household spending in Caldwell County runs highest on vehicle insurance (an index of 137, where 100 is the U.S. average) and lowest on memberships, classes and admissions (55).

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

Of the business types scored in Caldwell County, spas and skin care studios (67), veterinarians (66) and funeral homes (63) have the highest Groundwork market scores. For spas and skin care studios, that ranks #290 of 1,769 scored counties.

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

Median household income in Caldwell County is $56,425, 30% below the U.S. median of $80,734. The population rose 0.7% from 2020 to 2025, against +3.1% for the U.S. The median home value is $192,200, against $332,700 for the U.S. Against the U.S., map listings per household run highest for house cleaning businesses (64% above the U.S. rate) and lowest for spas and skin care studios (71% 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. 44 of the 56 business types have a score in Caldwell 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 Caldwell 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.

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Screening a site or an acquisition in Caldwell 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 Caldwell 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.