How to catch fake pay stubs (and why it's getting harder)

One of the biggest questions during tenant screening is whether an applicant has accurately represented their income. 

Today, pay stub generators and AI document tools can produce convincing fake pay stubs in minutes, complete with accurate tax withholdings, realistic formatting, and a real company's logo. In 2025, more than 93% of multifamily housing providers reported experiencing application fraud, and falsified income documentation was among the most common forms.

When you need greater certainty, bank-connected income verification lets you review deposit data pulled directly from an applicant's financial institution instead of relying only on uploaded documents. With RentSpree, income verification, the rental application, and accompanying screening reports are all available in the same dashboard.

This guide explains the warning signs to look for on a pay stub, the verification steps that can help uncover inconsistencies, and when it's worth using bank-verified income verification instead of relying on documents alone.

Why fake pay stubs are a growing problem

A fake pay stub does its damage after the lease is signed. When the income on paper doesn't match reality, the rent may simply be more than the household can support, and you're left managing missed payments, a possible eviction that can take months and cost thousands, and a vacancy at the end of it.

The problem is growing because faking a document has become so easy. Producing a passable stub used to take real design skill. Today, template sites sell "novelty" pay stubs for less than the cost of a pizza, and AI tools generate them for free, complete with correct math and formatting borrowed from real payroll providers. A National Multifamily Housing Council survey found 84% of rental housing providers reported applicants falsifying income documentation.

How to spot fake pay stubs: Red flags to check

Check pay stubs against this list before you accept it as proof of income:

The math doesn't add up. Gross pay minus taxes and deductions should equal net pay exactly. Payroll software never gets this wrong, but people editing a template often do. Grab a calculator and run the numbers.

The numbers are suspiciously clean. Real payroll tends to produce odd figures: $2,847.63, not $3,000.00. A stub full of round numbers may suggest someone typed in the income they wanted to show rather than the income a payroll system calculated. It’s worth a closer look. 

Withholdings are missing or wrong. Every legitimate stub for a W-2 employee shows federal income tax, Social Security (6.2% of gross), and Medicare (1.45% of gross), plus state taxes where they apply. Missing withholdings, or percentages that don't match those rates, point to a fabricated document.

It looks like a generic template. Most employers run payroll through providers like ADP, Paychex, or Gusto, and those stubs have consistent, recognizable layouts. A stub that looks like a basic invoice, or one with a layout you can find on the first page of a template site, deserves a closer look.

Fonts and alignment are inconsistent. Look for digits in a slightly different typeface, columns that don't line up, or spacing that shifts between lines. These are all signs the document was edited after it was created.

Employer details don't check out. Search the employer's name, address, and phone number. A company with no web presence, an address that maps to a residential building, or a phone number that goes nowhere is worth questioning before you go further.

Pay dates don't follow a cycle. Biweekly pay usually lands every other week on the same weekday; semimonthly pay usually lands on fixed dates like the 15th and the last day of the month. Dates that wander suggest the stubs were generated one at a time rather than produced by a payroll run.

Year-to-date figures don't track. Across consecutive stubs, year-to-date earnings should increase by exactly the gross pay on each stub. When the running totals don't reconcile, at least one of the documents wasn't produced by a real payroll system.

Any single flag can have an innocent explanation. A small employer might genuinely run payroll from a spreadsheet, or a salaried employee's gross pay might land on a round number every period. What the flags tell you is where to dig deeper before making a decision. 

How to verify that a pay stub is real

When a stub passes the eye test, or when something feels off but nothing is conclusive, these steps help you confirm what the document claims.

Cross-check the application. The employer name, job title, income, and employment dates on the stub should match what the applicant wrote on their rental application. Inconsistencies don't necessarily mean fraud, but they do mean you should ask questions before moving forward. RentSpree's rental application collects employment and income details in the same format from every applicant, which makes these mismatches easier to spot side by side.

Compare against bank statements. Ask for recent statements and look for deposits that match the stub's net pay in both amount and timing. A stub showing $2,400 in take-home pay every other Friday should have a matching deposit trail.‍

Check it against the credit report. A credit report comes from the credit bureau, not from the applicant, so it's one document in the process no generator can produce. It won't show income directly, but it gives you an independent picture to consider. Look at whether the accounts, balances, and payment activity generally line up with the income and employment the applicant reported. When the two tell noticeably different stories, that's a signal to verify the income more directly. RentSpree's screening report includes a full TransUnion credit report along with background and eviction history. The corroborating data arrives with the application instead of requiring a separate request. 

Call the employer directly. Look up the company's phone number yourself rather than dialing the one printed on the stub. Ask HR or the payroll department to confirm employment and dates. Keep in mind that many employers will confirm that someone works there without discussing pay, so this step verifies employment more often than income. With RentSpree's premium screening package, reference checks are handled automatically. RentSpree contacts the employer by email and collects responses through a structured form, so you're not chasing HR by phone.

Review multiple stubs together. Two or three consecutive stubs give you a pattern to test: consistent gross pay, withholding rates that hold steady, and year-to-date totals that build correctly from one stub to the next. Faking one convincing stub is easy, but fabricating a mathematically consistent series is harder.

Apply the same steps to every applicant. Set your screening criteria before you list the property, including how you verify income, and follow the same process each time. Consistency keeps the process fair, and it means you can back up your decisions if anyone ever questions them.

What if the applicant doesn't have traditional pay stubs?

Plenty of qualified applicants can't hand you a stack of ADP stubs. Freelancers, contractors, gig workers, and small business owners now make up a meaningful share of renters, and their income is real even when their paperwork looks unusual. Some generate their own pay stubs through legitimate software, which only makes it harder for you to tell what pay stubs are real and which are fake. 

For applicants without an employer running payroll, ask for documents that come from a third party:

Tax returns. The most recent year's return, or two years for income that swings season to season, shows what the applicant actually reported to the IRS. Look at the income figure after business expenses, since that's what's available for rent.

1099 forms. The businesses that paid the applicant issue these, so they're harder to fabricate than a self-generated stub. A stack of 1099s that roughly adds up to the claimed income is a good sign that the claimed income is real.

Bank statements. Deposit history matters more here than for a salaried applicant. Irregular amounts are normal for self-employed income; what you're looking for is whether deposits over the past several months average out to a level that clears your income requirement.

Set the same income threshold for every applicant and let the evidence differ, not the standard. An applicant earning 3x the rent across a dozen clients is in the same position as one earning it from a single employer.

The above documents are useful, but they can each be faked with the same tools used to make fake pay stubs. Bank-verified income verification is especially useful for these applicants. Deposit patterns show up in an applicant's account regardless of how they earn, so a bank-verified report evaluates a freelancer on the same footing as a W-2 employee, using data neither one can edit.

Where manual review falls short

A well-made AI-generated stub will have correct math, accurate withholding rates, and formatting copied from a real payroll provider. It may pass a thorough visual check. Bank statements can be forged with the same tools, so cross-referencing one uploaded document against another can amount to comparing two outputs from the same generator. Even the employer call has limits; a sophisticated fraud operation can answer the phone for a fictional employer. This is why the industry is moving away from judging documents and toward secure verification of deposits.

Bank-verified: The superior income check

RentSpree offers bank-verified income reports, powered by Finicity, a Mastercard company. Instead of uploading documents, the applicant securely connects their bank account while completing their application, and Finicity generates a summary of their deposits from the past 18 months.

Because the data comes from the bank, not from the applicant's uploads, there's no document in the process for anyone to forge. You're reviewing 18 months of actual deposit history instead of examining a single pay stub that may or may not be genuine. 

With the report, you can:

• Verify income based on a full 18 months of earning history instead of one pay period 
• See whether income flow is consistent month to month
• Review one easy-to-read report instead of reconciling stubs, statements, and letters
• Evaluate self-employed and gig-economy applicants fairly, since deposit patterns show up regardless of employment type

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Adding income verification to a screening request costs $10, and landlords can typically pass the fee to the applicant, though some jurisdictions limit screening fees.

What to do if you catch a fake pay stub

If your review turns up a fabricated document, keep it simple and keep records.

Document what you found. Keep a copy of the stub and write down the specific discrepancies: the math error, the mismatched employer details, the deposits that never appeared. Dated notes protect you if the applicant disputes your decision later.

Deny based on your written criteria. You're within your rights to decline an application over falsified documents. Point to your documented screening standards, applied the same way for every applicant, rather than debating the document with the applicant.

Send the required notice when a screening report is involved. If any part of your denial rests on a credit, criminal, or eviction report, federal law (the Fair Credit Reporting Act) requires you to send the applicant a notice explaining that you denied the application based on a screening report. It’s known as an adverse action notice. A denial based solely on a fake document you caught yourself doesn't require the notice, but a brief written denial keeps your records consistent either way. RentSpree sends the required notification from your dashboard, so you don't have to draft it yourself.

Frequently asked questions