How to Spot Fake Pay Stubs
Andreas Bergman, Founder of VeriRentPublished April 11, 2026 · Updated August 10, 2026
Disclosure: I founded VeriRent, which sells the screening service mentioned in this guide. The checks and limitations here are published so you can use them without buying it.
Key takeaways
- Check the document's own arithmetic before hunting for a magic metadata field.
- Compare the pay period, pay frequency, and year-to-date totals with the rest of the application.
- PDF properties can support a question. They cannot identify the issuer or prove authenticity.
- Resolve concerns with independent employer, payroll, or bank evidence and apply the same process to every applicant.
A pay stub can look polished and still fail its own arithmetic. It can also have sparse metadata, odd fonts, or a recent modification date for a completely ordinary reason: the employee printed it, scanned it, redacted an account number, or downloaded it through a document portal.
The job is not to find one decisive tell. It is to test four layers: the source file, the internal math, the pay timeline, and evidence outside the document. A concern becomes useful only when you can name what did not reconcile and how the applicant can resolve it.
Why pay stubs deserve verification
The strongest current primary data comes from a large-operator sample, not independent landlords. In the January 2024 NMHC/NAA pulse survey, 70 of 75 large rental operators said they had experienced application fraud in the prior 12 months. Of those 70, 59 (84.3%) selected falsified pay stubs, employment references, or other income documentation. That does not establish an industry-wide application fraud rate. It does justify verifying income evidence instead of accepting a professional layout at face value.
How to check a pay stub by hand
1. Keep the original PDF
Ask for the file downloaded from the payroll or employee portal, not a screenshot pasted into another document. Let the applicant redact bank-account details and other information you do not need. Preserve the original so later exports do not erase the properties you are trying to inspect.
2. Reconcile displayed earnings, deductions, and net pay
Use the stub's own fields. Displayed gross earnings, additions, and deductions should reconcile to displayed net pay. Then check that the same categories roll into the year-to-date totals. A payroll correction, bonus, reimbursement, garnishment, benefit, or unpaid leave can break a simple multiplication shortcut, so ask before assuming the math was fabricated.
3. Use payroll-tax lines carefully
For 2026, the IRS lists the employee Social Security rate at 6.2% of Social Security wages up to the $184,500 wage base, and the employee Medicare rate at 1.45% of Medicare wages. Employers also withhold an additional 0.9% Medicare tax after wages exceed $200,000 in the calendar year. Those taxable-wage bases can differ from the gross-pay line, and federal income withholding depends on the employee's Form W-4. “Exactly 6.2% of gross” is not a safe universal test.
4. Compare dates and year-to-date history
Confirm that the pay-period start and end dates, pay date, stated frequency, and year-to-date totals tell one timeline. Compare consecutive stubs when they are available. Variable hours, bonuses, commissions, job changes, and payroll corrections are ordinary reasons for variation. An impossible date or unexplained reset is a reason to request clarification.
5. Inspect file properties without turning them into a verdict
Adobe documents PDF properties such as author, creation and modification dates, font information, and application-specific metadata. Those fields can help reconstruct a file's history. They are also editable and may change during export, conversion, scanning, or redaction. An unfamiliar Producer or Creator value is a question to resolve, not a list of “good” and “bad” software.
6. Corroborate outside the pay stub
Verify the employer using contact information obtained independently, not only the phone number printed on the stub. Compare net deposits with a bank statement when the applicant chooses to provide one, using the bank statement reconciliation guide. A tenant-authorized payroll connection can provide a separate source when available.
Ordinary explanations belong beside every warning sign
| Observation | Ordinary explanation | Useful next step |
|---|---|---|
| ObservationMetadata is missing | Ordinary explanationScan, print-to-PDF, portal export, or redaction | Useful next stepRequest the original portal download |
| ObservationA font changes | Ordinary explanationTemplate section, accessibility tool, or redaction | Useful next stepCompare repeated fields and ask what changed |
| ObservationYTD is not current gross × pay periods | Ordinary explanationBonus, variable hours, leave, correction, or job change | Useful next stepReconcile each earnings category |
| ObservationBank deposit differs from net pay | Ordinary explanationSplit deposit, timing, deduction, or reimbursement | Useful next stepTrace the specific pay date and deposit entries |
Inspect three bounded PDF properties
VeriRent's free paystub PDF checker reports metadata presence, embedded font count, and embedded image count. It does not show raw values or verify the issuer, income, editing, or authenticity.
Check a paystub PDF freeWhere VeriRent fits
The paid workflow combines tenant-authorized identity evidence, connected income or payroll data where available, document analysis, and landlord-reference evidence. The report keeps those sources separate and surfaces what was observed, unresolved, or not run. It does not turn one anomaly into a score or make the housing decision.
Whether you use a service or review documents yourself, write down the evidence you require, use criteria relevant to tenancy, and give applicants the same route to clarify an inconsistency. That is both more useful and more defensible than “this PDF looks off.”
Frequently asked questions
How can I tell if a pay stub is fake?
No single field can prove that a pay stub is fake. Keep the original PDF, reconcile its displayed earnings and deductions to net pay, compare the pay period with year-to-date totals, review file properties, and verify the employer or payroll source independently. If one check does not reconcile, ask for an explanation or fresh source evidence instead of treating the anomaly as a verdict.
What payroll math should a pay stub pass?
Start with the stub's own arithmetic: displayed earnings minus displayed deductions should reconcile to displayed net pay, and year-to-date totals should fit the stated pay history. For 2026, the IRS lists employee Social Security tax at 6.2% of Social Security wages up to the $184,500 wage base and Medicare tax at 1.45% of Medicare wages, with additional Medicare withholding above $200,000. Those taxable-wage bases can differ from gross pay, and federal income withholding depends on the employee's Form W-4, so use a mismatch as a question, not automatic proof of fabrication.
Can PDF metadata prove that a pay stub is authentic?
No. PDF metadata can record properties such as the authoring application and creation or modification dates, but those fields can be absent, edited, or changed by an ordinary export, scan, redaction, or conversion. Metadata is useful context when it conflicts with the applicant's explanation. It cannot verify the employer, income, or authenticity by itself.
Keep checking the evidence
Sources and limits
- NMHC/NAA Pulse Survey, January 2024 — a 75-operator large-property sample, not a prevalence estimate for all rental applications.
- IRS Topic 751, 2026 rates — current Social Security, Medicare, additional Medicare, and wage-base rules.
- Adobe: PDF document properties and metadata.
- HUD’s 2024 guidance on screening rental applicants — relevant criteria, accurate records, and consistent process.