Editorial Guidelines

Our Commitment to Accuracy

MoneyCrunch.ai is committed to providing accurate, reliable, and up-to-date financial information. Personal finance decisions have real consequences for people's lives, and we take that responsibility seriously. Every piece of content we publish is held to high standards of factual accuracy and clarity.

Fact-Checking Process

All content published on MoneyCrunch.ai goes through a multi-step review process:

• Research: Content is based on primary sources including IRS publications, state tax authority data, Federal Reserve reports, and other official government sources.
• Verification: Tax rates, brackets, deduction amounts, and other numerical data are cross-referenced against official sources before publication.
• Review: Content is reviewed for clarity, completeness, and accuracy before going live.
• Ongoing monitoring: Published content is periodically reviewed and updated to reflect changes in tax law, interest rates, and financial regulations.

Source Requirements

We prioritize the following sources for financial data and information:

• Primary government sources: IRS.gov, Social Security Administration, Bureau of Labor Statistics, U.S. Census Bureau, state revenue departments
• Official regulatory bodies: Federal Reserve, CFPB, SEC, FDIC
• Respected research organizations: Tax Foundation, Tax Policy Center, National Bureau of Economic Research
• Industry data: Freddie Mac (mortgage rates), Bureau of Economic Analysis

We avoid relying on secondary sources when primary data is available. When we cite third-party research or analysis, we identify the source and provide context for how the data was collected or calculated.

Calculator Standards

Our financial calculators are built with the following standards:

• Calculation logic is based on official tax tables, published interest rate formulas, and standard financial mathematics
• All calculators clearly state the tax year and data vintage used in calculations
• Limitations and assumptions are disclosed so users understand the scope of each estimate
• Calculations run client-side to protect user privacy — your financial data is not sent to our servers for processing

Update Frequency

We follow a regular update schedule to ensure our content and tools remain current:

• Tax data: Updated annually when the IRS releases new tax brackets, deduction amounts, and contribution limits (typically November–January for the following tax year)
• State tax data: Updated as state legislatures enact changes, reviewed at minimum annually
• Editorial content: Reviewed at least twice per year and updated as needed to reflect regulatory changes
• Calculator logic: Reviewed and tested with each tax year update to ensure accuracy

Editorial Independence

Our editorial content is produced independently of our advertising and affiliate partnerships. Specifically:

• Advertisers and affiliate partners have no influence over our calculator results, rankings, or recommendations
• We do not accept payment for favorable coverage or placement within editorial content
• Our editorial team makes all content decisions based on reader value, not revenue potential
• Affiliate relationships are always disclosed where they exist

AI-Generated Content

The “Explain My Results” feature uses artificial intelligence to generate personalized explanations based on calculator outputs. These explanations are:

• Clearly identified as AI-generated
• Based on the specific calculation results the user has entered
• Intended for educational purposes and not as professional financial advice
• Subject to the limitations of AI technology — users should verify important details with qualified professionals

Corrections Policy

We are committed to correcting errors promptly and transparently:

• If we discover an error in our content or calculations, we correct it as quickly as possible
• Significant corrections are noted on the affected page with the date of the correction
• If a calculator produced incorrect results due to a bug or data error, we investigate the scope of the issue and update accordingly

If you believe you have found an error on MoneyCrunch.ai, please let us know at [email protected]. We take every report seriously and investigate promptly.