Self-employment method
Clothing and Clothing Accessories Retailers
266,574 people filed as a nonemployer business under this industry code in 2022 — no payroll, no employees, just them. These are gross receipts reported to the IRS, before any expense is taken out.
Median GROSS RECEIPTS for the year — money in, before rent, materials, fuel, insurance or tax. This is not take-home pay.
Share who grossed under $10,000 for the whole year — before expenses.
The middle half, in gross receipts. A quarter of filers took less than the lower figure.
Source: US Census Bureau, Nonemployer Statistics 2022 · view
How often it does not work out
Of the 266,574 people who filed under this code in 2022, 49.11% grossed under $10,000 for the entire year — before a single expense was deducted.
That is a floor, not an estimate. Census publishes GROSS RECEIPTS, not net income. Everyone inside that share earned less than the figure suggests once rent, materials, mileage, insurance and self-employment tax came out — and filers who grossed well above the threshold may still have netted nothing. The true share of people who earn nothing meaningful from this is higher than the number above, never lower.
Denominator: establishments_total = 266,574 · US Census Bureau, Nonemployer Statistics 2022 · view
Every filer, by what they grossed
The full receipts distribution as Census publishes it. The median above is interpolated inside whichever band contains the 50th percentile, so this table is what that figure is derived from.
| Gross receipts for the year | Filers | Share |
|---|---|---|
| Under $5,000 | 86,439 | 32.4% |
| $5,000 to $9,999 | 44,485 | 16.7% |
| $10,000 to $24,999 | 58,624 | 22.0% |
| $25,000 to $49,999 | 31,870 | 12.0% |
| $50,000 to $99,999 | 21,356 | 8.0% |
| $100,000 to $249,999 | 15,687 | 5.9% |
| $250,000 to $499,999 | 5,148 | 1.9% |
| $500,000 to $999,999 | 2,008 | 0.8% |
| $1,000,000 to $2,499,999 | 788 | 0.3% |
Who this suits
Median gross receipts of $10,583 put the typical filer somewhere between a serious side income and a failing attempt at a full-time one, and the receipts figure alone cannot tell you which.
With 266,574 filers, Clothing and Clothing Accessories Retailers is a substantial informal workforce. Enough people do it that local pricing is set by the field rather than by you.
8.9% cleared $100,000 in receipts. That is a meaningful upper tier and it is worth asking what separates them, because it is rarely effort alone.
Independent retail suits people who understand that the margin is made at purchase, not at sale, and who can hold stock without letting it become the business’s entire cash position.
There is no training requirement to file under this code — which is precisely why so many people appear in the bottom bands. Entry being free is not the same as the work being viable.
Who should not do this
The top quarter of Clothing and Clothing Accessories Retailers earns 8.6x the bottom quarter — under $3,853 against over $33,045, a spread of $29,192. Distributions this stretched are usually two different jobs sharing one label, and any average across them means little.
The bottom quarter of Clothing and Clothing Accessories Retailers earns under $3,853 — $46,167 below the $50,020 a typical American job pays. Entering at the bottom and waiting is a live risk here, not a theoretical one, and some people never leave that quarter.
Do not start this if your capital is all going into stock. Unsold inventory is the standard failure mode in this sector.
Of the 266,574 people who filed as Clothing and Clothing Accessories Retailers in 2022, 49.1% grossed under $10,000 for the year — 130,914 people who did not clear a part-time wage in revenue, let alone in profit.
Read that as a floor, not an estimate. Census publishes gross receipts, not net income, so everyone inside that share earned less than $10,000 suggests once costs came out — and filers who grossed well above $10,000 may still have netted nothing.
What the spread tells you
A ratio of 8.6x between the quarters is the signature of a winner-take-most distribution. $10,583 is a real number about a real population, but nobody entering Clothing and Clothing Accessories Retailers should plan around it.
In cash terms the middle half of Clothing and Clothing Accessories Retailers runs $3,853 to $33,045 — $29,192 a year between the 25th and 75th percentiles, against a midpoint of $10,583.
Getting to $33,045, the 75th percentile, is worth $22,462 a year more than the $10,583 midpoint and $29,192 more than the $3,853 a quarter of Clothing and Clothing Accessories Retailers settle for.
Per hour at a standard full-time year that is $5.08 at the midpoint for Clothing and Clothing Accessories Retailers, $1.85 at the 25th percentile and $15.88 at the 75th, against $24.04 for the typical American job.
Counted straight off the return: 86,439 filers grossed under $5,000, 44,485 took $5,000 to $9,999, 58,624 took $10,000 to $24,999, 23,631 cleared $100,000 and 7,944 cleared $250,000.
What these figures are, and what they are not
Every figure above is GROSS RECEIPTS, before expenses — money that arrived before rent, materials, fuel, insurance and self-employment tax. The $10,583 midpoint for Clothing and Clothing Accessories Retailers is not take-home pay and is not comparable to a $10,583 salary.
With no unpaid-hours or cost data for Clothing and Clothing Accessories Retailers, the hourly figure is $10,583 over a 2,080-hour year — a unit conversion, not an adjustment.
How this is calculated · Self-employment failure rates · Look up something else