Editorial Policy

Last updated: April 2026

SalaryLabs is a YMYL (Your Money or Your Life) resource. Salary, tax, and take-home pay numbers can change how someone evaluates an offer or plans a month of expenses. We treat accuracy as core product work.

1. Who We Are

SalaryLabs is an independent publisher. We are not tied to any employer, payroll provider, recruiter, or government agency, and we do not take payment to change formulas, salary benchmarks, or editorial conclusions.

Content is maintained by the SalaryLabs Research Team using public sources such as the IRS, BLS, SSA, and the Department of Labor. See the About page for background.

2. Data Sources We Use

All figures on SalaryLabs come from primary government sources. We do not use employer-submitted salary data, crowdsourced figures, or estimates from third-party aggregators as primary inputs.

• Federal tax brackets and standard deductions — IRS Revenue Procedures (Rev. Proc. 2025-32 for 2026 figures) and IRS Publication 15-T
• FICA wage base (Social Security limit) — Social Security Administration annual announcement, published each October
• Occupational wage benchmarks — Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS) program. Note: BLS OEWS releases lag approximately 12–18 months; figures reflect the most recent available release, not necessarily the current calendar year.
• Overtime rules — Department of Labor, Fair Labor Standards Act (FLSA) Section 7
• State income tax rates — Individual state revenue department publications
• Cost of living / purchasing power — Bureau of Economic Analysis Regional Price Parity data
• Inflation adjustments — Bureau of Labor Statistics Consumer Price Index (CPI-U)

Primary source links are included at the bottom of each guide page.

3. What We Do Not Claim

We are explicit about what our tools can and cannot do:

• Calculator outputs are estimates. They do not capture every deduction, benefit, city tax, or payroll rule.
• Occupational salary benchmarks come from published BLS survey data, which can lag the live market by 12 to 18 months.
• State tax estimates use simplified models. For a filing-grade result, use your state's official tools or a tax professional.
• Nothing on SalaryLabs is personal tax, legal, or financial advice.

4. Update Schedule

• Tax brackets and standard deductions — Updated each January when the IRS publishes official inflation adjustments (announced October–November for the following tax year).
• FICA wage base — Updated each January following the SSA's October announcement.
• BLS wage benchmarks — Updated when BLS publishes the new OEWS release (typically May each year for the prior year's data).
• State tax rates — Reviewed each January; updated mid-year if a state enacts significant rate changes.

Every page displays a "Last updated" date. If a page looks outdated, contact us.

5. Sponsored Content and Advertising

SalaryLabs is supported by display advertising (Google AdSense) and may feature sponsored content. Our rules are simple:

• Sponsored content is always clearly labeled as such.
• Advertisers have no influence over calculator formulas, salary benchmarks, or editorial content.
• We do not publish paid reviews, affiliate product endorsements, or paid salary comparisons.
• Ad placements are chosen to avoid interfering with tool functionality or reading flow.

6. Corrections Policy

When we find an error, or someone reports one, we:

1. Investigate the reported issue within 48 hours.
2. If confirmed, deploy the correction and update the page's dateModified field.
3. For significant errors (wrong tax rate, incorrect wage base), add a correction note to the relevant page.

To report a calculation error or factual inaccuracy: [email protected]. Include the page URL, the inputs you used, and the result you received.

7. Linking and External References

External links point to government sites, official publications, or reference material we actually used. We do not sell outbound links or run link-swap schemes.