Editorial policy

Our content is AI-assisted, source-guided, and labeled as unofficial practice.

Free Exam Prep Hub uses AI-assisted drafting to create original practice questions, answer explanations, flashcards, and study plans. AI helps accelerate production, but published pages should remain mapped to official exam outlines, sponsor pages, public forms, or current source anchors where practical.

Content Standards

• Practice questions must be original and should not copy official or commercial question banks.
• Exam pages should identify the relevant exam version, tax year, or content-outline period when that matters.
• Questions should include explanations that teach reasoning, not only the answer letter.
• Pages should clearly state that the site is independent and unofficial.
• High-change areas such as tax, securities regulation, and exam outlines need source checks before publication.

Update Process

When an exam sponsor changes an outline, exam format, tax-law year, or content standard, affected pages should be reviewed and updated. Each major tool page should keep visible version language when the exam version can affect preparation.

AI Use

AI may help draft questions, organize topics, and generate explanations. AI output can be wrong, outdated, or incomplete, so candidates should verify important rules against official sources and current professional guidance.