Employment
218,437
Total employees (Census CBP)
Retail Trade ·NAICS 44812
NAICS 44812 · IRS SOI (C corp) · Census CBP 2023
Women's Clothing Stores - Industry Benchmarks
$22,754/yr average annual pay, with 323 SBA loans on record for NAICS 44812.
- 26K
- Establishments
- 218K
- Workers employed
- $22,754/yr
- Avg payroll / employee
- $84M
- SBA lending, FY20–26
Data updated August 2026
The verdict · NAICS 44812
California leads Women's Clothing Stores activity nationally, across 26K establishments employing 218K workers. IRS SOI doesn't publish margin data at this NAICS level.
- 26K
- Business establishments (Census)
- 218K
- Workers employed (Census CBP)
- $22,754/yr
- Avg payroll / employee
- $84M
- SBA lending, FY20–26
Use Women's Clothing Stores's NAICS benchmark as a comparison point, not a forecast for one business.
Women's Clothing Stores is reported here with financial measures from IRS Statistics of Income and workforce measures from Census County Business Patterns. The page keeps those source systems distinct, shows unavailable fields rather than estimating them, and links the underlying industry context so readers can compare the same NAICS activity before interpreting a margin or payroll figure.
Source: IRS SOI (C corporation headline) and Census County Business Patterns 2023
Benchmarking Insights for Women's Clothing Stores
Women's Clothing Stores sits inside Retail Trade.
26,279 establishments employ 218,437 workers (8.3/location) at $22,754/yr average annual pay. California leads employment, followed by Texas and New York.
Avg Payroll / Employee
$22,754/yr
Annual compensation
Establishments
26,279
Business locations
Release-over-release change
What changed from Census CBP 2022 to 2023
Employment increased by 15,432; establishment count increased by 392. This comparison uses two published national Census County Business Patterns releases; suppressed fields are omitted rather than estimated.
Subscribe to this industry's release updates (RSS)Workforce scale
Financial Detail
- Annual Payroll (Total)
- $5.0B
- Avg Employees per Establishment
- 8.3
Sub-Industries
| Industry | Profit Margin |
|---|---|
| Women's Clothing Stores NAICS 448120 | N/A |
Top States by Employment
| State | Employment |
|---|---|
| California | 24,529 |
| Texas | 18,547 |
| New York | 17,771 |
| Florida | 16,965 |
| Illinois | 8,497 |
| Georgia | 7,930 |
| New Jersey | 7,761 |
| North Carolina | 7,658 |
| Pennsylvania | 7,284 |
| Ohio | 5,995 |
Showing top 10 of 51 states
SBA Lending Activity
SBA FY2020–2026SBA Loans Approved
323
Total Loan Volume
$84M
Avg Loan Size
$259K
Jobs Supported
1,534
Program Breakdown
7(a) 294 (91%)
504 29 (9%)
Top SBA Lender
TD Bank, National Association
33 loans in this industry
New Business Share
39.3% of borrowers were new/startup businesses
Annual Lending Trend (6 yrs)
2020 85
2021 113
2022 74
2023 36
2024 12
2025 3
Frequently Asked Questions
How many businesses are in Women's Clothing Stores?
26,279 business establishments. Together they employ 218,437 workers.
What is the average payroll per employee in Women's Clothing Stores?
$22,754/yr average annual pay per employee. Businesses average 8.3 employees per establishment.
Which states have the most Women's Clothing Stores employment?
California leads with 24,529 workers. Texas (18,547) and New York (17,771) round out the top three.
How much SBA lending does Women's Clothing Stores receive?
Women's Clothing Stores businesses received 323 SBA loans totaling $84 million between FY2020 and FY2026. The average loan size was $259K. These loans supported 1,534 jobs at origination. Most lending (91%) came through the SBA 7(a) program.
Comparable industry benchmarks
These links are calculated from the current national dataset. They are comparison paths, not recommendations or evidence that businesses operate alike.
How this ranks: Its Census employment total exceeds 80% of that same 551-industry cohort. Calculated by ranking this industry's reported value against every other industry at the same NAICS digit-level, not the whole dataset: comparing a 6-digit detail industry to a 2-digit sector would mix incompatible scales.
Closest workforce scale
Same NAICS detail level, ordered by the smallest difference in reported Census employment.
Benchmarking Women's Clothing Stores
- No margin data, check the parent industry. Browse Retail Trade
- 26,279 establishments, 218,437 workers. Payroll benchmarks
- 323 SBA loans on record. SBA lending rankings
Disclaimer: Public IRS/Census data, not financial or tax advice. See our full disclaimer.
Sources: IRS Statistics of Income (SOI) Business Tax Statistics · Census Bureau County Business Patterns 2023
NAICS 44812 · CBP 2023 · IRS SOI
According to the U.S. Census Bureau, which released its 2023 County Business Patterns dataset in June 2025, PlainBizBench benchmarks 2,002 U.S. industries against Internal Revenue Service Statistics of Income data. See our methodology for the full compilation process.
Read our methodology - how this data is sourced, computed, and verified.
Source: U.S. Census Bureau, County Business Patterns / SUSB Industry employment scale, payroll, and firm-size benchmarks · 2023
Every figure on PlainBizBench is rendered directly from federal source data, no number is typed in by an editor. This page aggregates profit-margin, payroll, entity-type, and SBA-lending benchmarks for this industry, live from the dataset. See our editorial standards & corrections policy, the methodology behind these numbers, or report a data error.
Disclaimer: Public IRS/Census data, not financial or tax advice. See our full disclaimer.