Editorial Policy & Process

WealthLogik exists to provide specific, actionable, and verifiable financial information to American consumers. We believe that financial literacy is a public good, and that most people deserve better than vague advice that avoids the actual numbers.

WealthLogik uses an AI-assisted editorial pipeline to research, structure, and draft our articles. Here is exactly how it works:

Step 1 — Topic Selection

Our editorial team identifies topics based on keyword research, regulatory changes, and gaps in existing financial coverage.

Step 2 — Primary Source Research

Before any content is written, we compile a research dossier from primary sources. Primary sources used by WealthLogik include: IRS publications and rulings, CFPB guidelines, Federal Reserve data, Bureau of Labor Statistics, Social Security Administration guidelines, state tax authority publications, federal and state court rulings, and peer-reviewed financial research. AI models do not generate our source material — they help us organize and apply it.

Step 3 — AI-Assisted Drafting

We use Claude (Anthropic) to structure and draft articles based on our research dossiers. The AI follows strict editorial guidelines: every claim must reference a verifiable source, every dollar figure must come from primary documentation, and no speculative content is permitted.

Step 4 — Editorial Review

Every article is reviewed before publication to verify source accuracy, check for outdated information, and ensure compliance with our financial disclaimer policy.

Step 5 — Ongoing Maintenance

We monitor our content for regulatory changes and update articles when laws or thresholds change.

WealthLogik earns revenue through display advertising (Google AdSense) and affiliate partnerships with financial institutions and services.

Our editorial content is never influenced by these commercial relationships. We may recommend, criticize, or decline to mention any product or service regardless of whether a commercial relationship exists. Affiliate links are clearly disclosed at the article level.

Editorial decisions — including topic selection, recommendations, and conclusions — are made independently of our advertising and affiliate partners.

WealthLogik content is produced by the WealthLogik Editorial Team under the supervision of our Publisher and Editor-in-Chief. Our team follows a structured editorial process combining primary source research with AI-assisted drafting and human review before publication.

All financial claims are verified against primary government and regulatory sources before publication. Dollar figures and percentages are reviewed against source documentation and updated when regulatory changes occur.

Every article on WealthLogik includes a financial disclaimer because we believe you deserve to know the limits of what you're reading.

WealthLogik provides general financial information for educational purposes only. Nothing on this site constitutes financial, tax, legal, or investment advice. Always consult a qualified professional before making financial decisions.

We are not a registered investment advisor, tax professional, or licensed financial planner.