The $20 Pay Stub Generator Industry: What Landlords Need to Know

Type "pay stub generator" into Google and you'll find dozens of services—ThePayStubs, StubCreator, 123PayStubs, PayStubsNow, and many more—offering to create professional-looking pay stubs for $5-25. They process thousands of orders weekly, operate openly, and claim to be completely legal. We've studied exactly how they work, and here's why their output doesn't fool modern fraud detection.

The Generators by Name

These aren't hidden on the dark web. They're indexed by Google, run paid ads, and accept credit cards. Some of the most active services include:

• ThePayStubs — one of the most popular, offers multiple payroll templates
• StubCreator — markets "instant" stubs starting at $8.99
• 123PayStubs — emphasizes speed and simplicity
• RealCheckStubs — the name says it all
• PayStubCreator — basic fill-in-the-blank interface
• CheckStubMaker — claims to replicate real payroll formats
• PayStubsNow — "create your pay stub in minutes"
• InstantPayStub — bulk pricing for multiple periods
• FormSwift — broader document generator that includes pay stubs
• PayStubHero, PDFSimpli, CocoDoc — more recent entrants

Prices range from $5 for a basic single stub to $25+ for packages with multiple pay periods, matching W-2s, or bank statements. Some offer "rush" delivery and revision services. The customer service for creating fraudulent documents is often better than for legitimate businesses.

How Pay Stub Generators Work

These services are remarkably straightforward. The user fills out a form with:

• Employee name and address
• Employer name and address (any name they want)
• Salary amount (whatever they want)
• Pay frequency (weekly, bi-weekly, monthly)
• Deductions (optional—they can make them up too)
• Pay period dates

Within minutes, they receive a professional PDF that looks like it came from a real payroll system. Some services even offer different "templates" mimicking ADP, Paychex, and other major payroll providers.

The Legal Loophole: "Novelty" Documents

How do these services operate openly? They exploit a legal gray area by marketing their products as "novelty" items—not for official use.

These disclaimers provide legal cover for the generators while everyone involved knows exactly how the documents will be used. It's the equivalent of selling lock picks "for locksmiths only" at a crime convention.

Who's Buying Fake Pay Stubs?

These services openly market to people who:

• Can't prove income: Cash workers, gig workers, under-the-table earners
• Have low income: Want to qualify for rentals they can't afford
• Are committing fraud: Professional tenants, loan fraudsters
• Need documentation fast: Lost originals, urgent applications

While some buyers might have semi-legitimate reasons (freelancers creating records), the primary market is people who want to lie about their income to landlords, lenders, or others who require proof of earnings.

The Scale of the Problem

This isn't a small underground operation. It's a thriving industry:

• 12+ major pay stub generator websites (and many more smaller ones)
• Thousands of fake stubs generated daily
• $5-25 typical price per document
• Bulk discounts for multiple months of stubs
• Same-day delivery via PDF download
• Customer support and revision guarantees
• Package deals with matching W-2s and bank statements

Why Every Generator We've Tested Is Detectable

We've analyzed stubs from all the major generators. Despite their professional appearance, they share common flaws that automated detection catches every time. Here's what we look for:

1. PDF Metadata Reveals the Source

This is the one most fraudsters don't know about. Every PDF file carries hidden metadata including the software that created it. Real pay stubs come from payroll systems like ADP Workforce, Paychex Flex, or Gusto. Fake stubs carry telltale creator signatures:

• "StubCreator.com" or "ThePayStubs" embedded in the PDF creator field
• Generic PDF libraries like wkhtmltopdf, Puppeteer, or jsPDF (no payroll system uses these)
• Recent creation dates on stubs claiming to be from months ago
• Identical producer metadata across stubs from different "employers"

Even if the stub looks perfect on screen, the metadata is a fingerprint that's nearly impossible to fake. We check this automatically on every document.

2. The Math Is Almost Always Wrong

Real payroll software performs precise calculations down to the penny. Generators let users type in whatever numbers they want—and most don't know how payroll math actually works.

Our system checks 12 specific math relationships on every pay stub:

• Social Security must be exactly 6.2% of gross pay (up to the $176,100 wage base)
• Medicare must be exactly 1.45% of gross (2.35% above $200K)
• Gross pay minus all deductions must exactly equal net pay (within $1)
• YTD amounts must mathematically align with the pay period number
• Federal tax must fall within valid bracket ranges for the stated income
• State tax must be present in states that require it (CA, NY) and absent in states that don't (TX, FL, WA)

These checks are deterministic—pure math that runs in milliseconds, not AI guessing. There is zero subjectivity: either the numbers are right or they're not.

3. Round Numbers Are a Dead Giveaway

When people make up numbers, they instinctively choose round figures. Real payroll produces amounts like $4,847.23—not $5,000.00.

Fake (common)	Real (typical)
$5,000.00 gross	$4,847.23 gross
$500.00 federal tax	$523.67 federal tax
$300.00 social security	$300.53 social security
$4,000.00 net	$3,847.23 net

When 3 or more amounts on a stub end in .00, that's a medium-severity flag. When every amount is round, it's high-severity—virtually impossible with real payroll.

4. State Tax Errors

This is a surprisingly common mistake. Generators don't know (or don't care about) state tax rules:

• A stub for a California employee with no state tax? California has income tax. Instant flag.
• A stub for a Texas or Florida employee with state tax? Those states have no income tax. Instant flag.
• Nine states have no income tax: AK, FL, NV, NH, SD, TN, TX, WA, WY

Real payroll software handles this automatically. Generators that let users type in whatever they want frequently get it wrong.

5. Generic or Implausible Employer Info

Users of generators often use vague employer names to avoid verification:

• "ABC Company" or "XYZ Corporation"
• "Sample Inc" or "Test Company LLC"
• Generic addresses like "123 Main Street"
• Missing or obviously fake EIN numbers

We verify employers against Google Places business data. If the company doesn't exist at the stated address—or doesn't exist at all—that's a major red flag.

6. Missing Standard Fields

Real payroll systems (ADP, Paychex, Gusto, QuickBooks) include specific fields that generators consistently miss:

• Employee ID number
• Pay period number (e.g., "Period 12 of 26")
• Payroll provider name or formatting
• Check number or direct deposit reference
• Tax filing status (Single/Married)

A stub that claims to come from ADP but doesn't match ADP's formatting is immediately suspicious.

What Landlords Should Do

Basic Manual Checks (5 Minutes)

1. Do the math: Gross - deductions should equal net pay exactly
2. Check SS and Medicare: SS = 6.2% of gross, Medicare = 1.45%
3. Look for round numbers: 3+ amounts ending in .00 = suspicious
4. Verify state tax: Texas employee showing state tax deduction? Red flag.
5. Verify YTD: March stub shouldn't show 12 months of YTD
6. Google the employer: Do they actually exist at that address?

Cross-Reference with Bank Statements

The most powerful manual check: request bank statements and look for deposits matching the pay stub amounts. If the stub shows $4,200 net pay bi-weekly, you should see approximately $4,200 deposits every two weeks.

Use AI-Powered Verification

Manual checks catch the easy fakes. But sophisticated forgeries—where the math is close but not exact, or where subtle metadata reveals the source—require automated analysis. AI-powered systems can:

• Run 12+ math checks simultaneously on every document
• Analyze PDF metadata for generator fingerprints
• Verify employers against real business databases
• Cross-reference documents (pay stub net ≈ bank deposit?)
• Check tax compliance by state and income bracket
• Detect round-number patterns across all fields

The Arms Race

Pay stub generators are getting more sophisticated, adding features like:

• Automatic tax calculations (but still often wrong at the margins)
• More realistic templates mimicking real payroll providers
• Matching bank statement generators
• Employment verification letter generation
• Package deals bundling multiple document types

But here's what they can't fix: PDF metadata still reveals the source, employers still don't verify, and cross-document consistency across faked pay stubs, bank statements, and employment letters is incredibly hard to maintain. Even generators that get the tax math right still leave digital fingerprints.

This is why manual checking alone is increasingly insufficient. Sophisticated fakes require sophisticated detection—which is where layered AI analysis becomes essential.

Legal Considerations

While creating fake pay stubs (marketed as "novelty items") occupies a legal gray area, using them to deceive landlords, lenders, or others is fraud. It can result in:

• Criminal fraud charges
• Civil liability for damages
• Immediate lease termination
• Difficulty renting in the future

As a landlord, if you discover an applicant submitted fake documents, you have grounds to reject their application—and should document the fraud for potential legal action if they've already moved in.

The Bottom Line

Fake pay stub generators are a real, thriving industry with named players like ThePayStubs, StubCreator, 123PayStubs, and many others churning out thousands of fraudulent documents daily. The documents look professional but contain detectable flaws at multiple layers—math errors, PDF metadata fingerprints, missing payroll fields, and state tax mistakes.

We know these generators inside and out. We've studied their output, catalogued their patterns, and built detection specifically designed to catch them. As a landlord, your best defense is layered verification:

• PDF metadata analysis — catches the source before you even read the numbers
• Deterministic math checks — 12 automated calculations that run instantly
• State tax validation — catches the #1 generator mistake
• Employer verification — confirms the business actually exists
• Cross-document matching — pay stub + bank statement + employment letter must all agree

The generators will keep improving—but they'll always leave traces. Our job is to find every one of them.

Stay ahead of the fakers. TenantProof runs 12 deterministic math checks, analyzes PDF metadata for generator fingerprints, verifies employers against real business data, and cross-references every document—catching the telltale signs that manual review misses.