A DoorDash driver has no pay stub, and rejecting them is not a screening policy

Your income verification policy says two recent pay stubs.

A rideshare driver has none. Neither does a self-employed contractor, a restaurant server paid partly in cash tips, or a hair stylist renting a chair. Each of them can be a good resident with stable income, and each of them fails your policy at step one.

Three groups, three different problems

Worth separating, because they are usually treated as one and they are not.

Gig platform workers have income that is fully documented and not on a pay stub. Rideshare, delivery, and task platforms produce earnings statements and 1099s, and they deposit into a bank account on a predictable schedule. The income is verifiable and the format is unfamiliar.

Self-employed applicants have income that is real, documented for tax purposes, and reported net of expenses. Their tax return shows a number deliberately minimized for tax reasons, which understates their ability to pay rent. This is the group most commonly rejected for being the most honest with the IRS.

Cash-paid workers have income with no paper trail at all beyond deposits. Construction day labor, some restaurant work, domestic work. This is genuinely hard and it is where the most judgment is required.

A policy that handles all three identically gets all three wrong.

The account is where all three become visible

The reason a document-first policy fails these applicants is that the document is the wrong artifact. What they have instead is deposit history.

When an applicant connects their bank or payroll account directly, three things become visible that no pay stub shows.

Duration. Twelve months of deposits establishes stability in a way two stubs cannot, for anyone.

Consistency and variance. A gig worker averaging $3,800 a month with a range of $3,100 to $4,400 is a different risk from one averaging $3,800 with a range of $900 to $7,200. Same average, different resident.

Every source at once. A server with W-2 wages plus cash tips plus a weekend gig has three income streams, and the account shows all three without requiring three separate document requests.

That is the argument for account-based verification generally, and it is strongest for exactly the applicants a document policy excludes. ProofUp connects bank and payroll accounts through Plaid, so the figure comes from the institution rather than from a document the applicant controls, and gig platform payroll is included in what that covers.

Self-employed applicants need the gross, not the taxable line

The specific mistake here is worth naming because it rejects qualified people systematically.

A self-employed applicant's tax return reports net business income after deductions. Depreciation, a home office, vehicle expenses, and equipment write-offs all reduce that number and none of them reduce the cash available for rent.

A contractor with $140,000 in receipts, $52,000 in real expenses, and $28,000 in depreciation reports $60,000. Their actual cash position is closer to $88,000.

Two adjustments make this workable:

Add back non-cash deductions, depreciation and amortization primarily, since that money was never spent.

Use two years of returns rather than one, and average, because a single year of self-employment income is noisy.

Deposit history is the better instrument again, because it shows money arriving rather than money reported. For an applicant with both, they should agree in direction, and a large unexplained gap is worth a question.

Cash income is where you have to decide your own policy

The honest position: cash income that never touches a bank account cannot be verified. Not by us, not by anybody.

What can be verified is cash that gets deposited, and the pattern matters. Regular deposits of similar amounts on a consistent schedule look like income. Sporadic large deposits do not, and a lender would treat them the same way.

The options for genuinely undocumentable income are all imperfect: a larger deposit, a guarantor, or a written employer statement, which is weak evidence because it is a letter with no verification behind it.

The policy decision worth making explicitly is where you draw the line and writing it down. An unwritten policy applied case by case is applied inconsistently, and inconsistent treatment of income sources correlates with protected classes whether or not anyone intends it.

Rent-to-income needs a different threshold for variable income

If you hold 3x gross monthly income for salaried applicants, applying the same 3x to an applicant whose income swings 40% month to month is not the same standard.

Two defensible adjustments:

Use a lower percentile rather than the mean. The 25th percentile month over twelve months is a more conservative and more honest basis for a variable earner than the average.

Or hold a higher multiple, 3.5x on the average, to absorb the variance.

Either is defensible. Doing neither, and applying 3x to a mean, means variable-income applicants are held to a materially looser standard than salaried ones, which shows up later as delinquency.

What the outcomes look like

Two numbers from our own portfolio, with what they measure.

50% less delinquency among customers using account-based income verification, measured against their prior process.

24% fewer evictions.

Neither of those comes from rejecting more applicants. They come from approving the same applicants on a real income figure rather than on a document, which changes who ends up approved at the margin. Some applicants who would have passed on a document fail, and some who would have been rejected for having no document pass.

That second group is the point of this post. A gig worker with fourteen months of consistent deposits is a better-documented applicant than a salaried one with two pay stubs, once you look at the right artifact.

Two things worth being clear we do not do

We do not verify cash income that was never deposited. There is no method for it and any vendor claiming one is describing a guess.

We do not decide your qualification thresholds. What multiple to hold, what averaging window to use, and how to treat variable income are your policy decisions, and they need to be written down and applied uniformly whichever way you go.

Pull last quarter's rejections

Count how many were rejected for insufficient income documentation rather than for insufficient income.

Those are applicants whose income you never measured. How many were there?