Editorial Policy

This page explains how content on By WoozKa is researched, written, verified, and maintained.

Research and sourcing

Every factual claim — statistics, fees, returns, dates, regulations, product features — is backed by a source: primary documents, exchange and broker documentation, regulatory filings, or my own data and backtests. Where a claim can’t be verified, it’s either removed or explicitly flagged as opinion. Strategy articles include their testing methodology so results can be scrutinized and reproduced.

How content is written (including AI)

I use AI tools to assist with drafting, research organization, and editing. Every article is then reviewed, fact-checked, and finished by me before publication. Personal experiences, trades, and lessons described on this site are real and mine — they are never generated. AI is a drafting tool here, not an author; accountability for every published word is mine.

Review and verification

Before publication, each article passes a verification process that checks claims against sources and deliberately searches for evidence against the article’s conclusions. Content that doesn’t survive that check gets revised or shelved.

Updates and corrections

Finance content ages quickly. Articles are periodically re-reviewed, and each shows its last-updated date. When facts change — fees, regulations, product features — articles are corrected, and material corrections are noted in the article. Found an error? Contact me; corrections are made promptly and credited when the reader wishes.

Independence

Editorial judgments are not for sale. Affiliate relationships (disclosed here) never determine rankings or conclusions. Sponsored content, if any ever appears, will be labeled unmistakably.

Levels

Articles are tagged Beginner, Intermediate, Advanced, or Institutional so readers can match content to their experience. All levels follow the same sourcing standard.

Last updated: 07/03/2026