Editorial Policy & Verification Standards
At FindCalculators (findcalculators.org), editorial integrity is inseparable from mathematical accuracy. We enforce strict guidelines covering human expert authorship, primary source derivation, anti-AI content rules, and transparent revision tracking across all financial, health, business, and conversion tools.
FindCalculators Editorial Policy mandates human domain expert authorship, mandatory peer review for Your Money or Your Life (YMYL) content, strict prohibition of synthetic AI text or copied scripts, and a 24-hour correction SLA. Every formula published is linked directly to authoritative institutional sources and tested against canonical reference vectors.
Our 4-Pillar Editorial Standards
Core principles governing all content creation, formula derivation, and review workflows.
Human Expert Review & Peer Sign-off
Calculators affecting financial stability (mortgages, interest rates) or personal health (BMI, caloric needs) undergo mandatory sign-off by credentialed professionals. Our Credentialed Review Board verifies boundary assumptions, formula proofs, and practical user guidance.
Zero Synthetic AI Articles or Copying
We strictly reject automated AI article generators, generic keyword permutations, or copied JavaScript scripts. Every formula explanation and worked example is crafted by domain writers to address real user intent with mathematical precision.
Primary Source Derivation
Formulas are derived exclusively from primary statutory regulators, clinical institutions, and measurement standards bodies. Refer to our Source Selection Standards for full details.
Transparent 24-Hour Correction SLA
If a calculation edge-case or statutory tax update is identified, our software team deploys a patch within 24 hours. Material changes trigger an automated PHPUnit test rerun and a date-stamped revision note on the calculator page.
Editorial Quality Matrix: FindCalculators vs. Unverified Publishers
Comparing editorial governance standards across online calculator platforms.
| Editorial Dimension | FindCalculators Standard | Unverified Tool Sites |
|---|---|---|
| 1. Content Authorship | Named domain experts & credentialed peer reviewers | Anonymous pseudonyms or generative AI filler |
| 2. Formula Sourcing | Tier 1 institutional sources (CFPB, CDC, NIST, OWASP) | Unchecked secondary blogs or competitor scripts |
| 3. Technical Verification | 40+ canonical test vectors per tool via PHPUnit | Zero automated testing or boundary verification |
| 4. Correction SLA | 24-hour patch window with public revision logs | Unannounced alterations or abandoned errors |
| 5. Commercial Independence | Unbiased, independent mathematical outputs | Formulas manipulated to promote affiliate products |
Primary Institutional Reference Guidelines
Institutional publications guiding our editorial and formula derivation rules.
CFPB Regulations
Truth in Lending Act (Regulation Z) loan amortization and disclosures.
Visit Source Health RegulatorCDC Clinical Metrics
Adult BMI categories, cutoff standards, and clinical measurement rules.
Visit Source Measurement StandardsNIST SP 330
International System of Units SI conversion factors and definitions.
Visit Source Security FrameworkOWASP Standards
Cryptographic randomness standards and password strength formulas.
Visit SourceFrequently Asked Questions About Our Editorial Policy
Direct answers regarding content review, AI policies, and error resolution.
What is FindCalculators editorial policy?
FindCalculators enforces human-written explanatory content, primary source formula derivation, credentialed expert review for YMYL topics, and transparent 24-hour correction standards.
Does FindCalculators use AI-generated text or formula code?
No. We strictly prohibit synthetic AI article generators, black-box script copying, or automated filler text. All calculations and explanations are hand-crafted and verified by human domain experts.
How are mathematical content corrections handled?
Any formula discrepancy or statutory update triggers an immediate code patch within 24 hours, an automated test suite rerun, and a timestamped revision log on the affected calculator page.
Who reviews financial and medical content on FindCalculators?
Your Money or Your Life (YMYL) content is reviewed by our Credentialed Review Board, including Certified Financial Planners (CFP®), registered dietitians, and software test engineers.