Editorial Policy

    How ClaritX research and articles are produced, sourced, and corrected. Last updated: July 21, 2026.

    AI-assisted, honestly disclosed

    ClaritX is an AI-powered research platform, and we use the same technology to produce our educational content. Articles are drafted with AI research tools that use live web search grounding to find current, verifiable data. We disclose this openly: our value is combining AI's breadth with strict sourcing rules — not pretending the work is hand-written.

    The ClaritX Research Engine — methodology

    Our content is produced by the ClaritX Research Engine: an AI system that uses live web search grounding to gather current information, compares claims across multiple independent sources, and prefers primary ones — regulators and government statistics, company filings, institutional market-data providers, and major financial outlets. Content that names specific securities must include concrete figures, comparison tables, and risk context. We deliberately attribute content to this system and to ClaritX as an organization — never to fictional human authors.

    Sourcing standards

    • Every statistic must name its source and date inline (e.g., "According to the Federal Reserve, March 2026…"). Unattributed claims like "studies show" are not permitted.
    • Market and fundamentals data in our analysis tools comes from institutional-grade financial data providers.
    • Article source lists are preserved and published alongside the content where available.
    • Dated content states its time context; evergreen guides avoid presenting perishable numbers as current facts.

    Quality controls

    • Automated duplicate detection prevents publishing near-identical coverage of the same topic.
    • Content that names specific securities must present concrete figures, comparisons, and risk context — never bare recommendations.
    • Every article carries a standing disclaimer: educational content, not investment advice.
    • We continuously reconfigure existing articles as data changes — updating figures, adding sections, and consolidating overlapping pages.

    What we never do

    • No personalized investment advice — see our full disclaimer.
    • No paid placement of securities in rankings or articles. Our AI rankings are produced by the same model for everyone.
    • No hiding AI involvement behind fictional author personas.

    Corrections

    Found an error — a wrong figure, a stale claim, a misattributed source? Tell us and we will verify and correct it. Material corrections update the article's content and its last-updated date.

    Report errors via the contact page or [email protected].