🛡️ Our Editorial Policy
How we verify our data, who prepares our content, and the standards we apply.
GelirLab is an information platform focused on finance, careers, taxation, economics, government support programs, and artificial intelligence. Our content is prepared with the goal of providing clear, useful, and up-to-date information. Whenever possible, we rely on official institutions, regulations, published data, reputable research, and relevant industry sources.
Why We Have an Editorial Policy
Financial calculations affect real money decisions our visitors make. We treat it as a responsibility to be transparent about what sources we rely on, how often we check our data, and how we handle errors.
Our Sourcing Standard
The numeric data behind our calculators (tax brackets, FICA rates, IRS mileage rates, contribution limits, and similar figures) is drawn only from official sources — IRS publications, U.S. Department of Labor guidance, and other government or regulatory references. Where a tool isn't based on official regulation (for example, general budgeting frameworks like the 50/30/20 rule), we say so clearly and don't claim precision we don't have.
How Often We Update
Legal rates and limits are typically updated annually (and occasionally mid-year, as happened with the IRS mileage rate in 2026), so we review data-dependent tools on a regular schedule. Every data-driven calculator states its source and when that data was last verified directly on the page.
Calculation Accuracy
Every calculator is independently verified against hand-calculated reference scenarios before publishing. Even so, for complex or high-stakes personal financial situations, we recommend confirming results with an official source or a qualified professional.
Independence & Advertising
Our site may display ads through third-party ad networks (such as Google AdSense). The presence of advertising never influences any calculator's results, data, or recommendations — advertising is entirely separate from our content production process.
How We Handle Corrections
If you believe a calculation contains an error, you can reach us through our Contact page. Every reported issue is reviewed, and confirmed errors are corrected as quickly as possible.