Editorial policy
Modern Formula Investing is designed as an educational financial publication and product-led research service. The same model outputs, commentary, and portfolio frameworks are published generally to subscribers and are not adapted to any individual reader's financial circumstances.
Modern Formula content is intended for general and regular publication. We do not provide one-on-one portfolio reviews, individualized buy or sell instructions, or advice based on a reader's income, net worth, tax status, risk tolerance, objectives, or existing holdings.
Rankings, MF Scores, categories, model weights, and sell windows are generated as impersonal research outputs from the Modern Formula framework. They are not guarantees, predictions, or personalized recommendations.
Public archive entries should preserve the date, methodology version, assumptions, benchmark, and return calculation used at publication. Model or hypothetical results should be labeled clearly and should not be presented as actual client returns.
Modern Formula content may be published under The Modern Formula Investing Research Desk for privacy and consistency. The Research Desk identity must not be used to invent credentials, employment history, licenses, degrees, testimonials, assets under management, or investment results.
Modern Formula may receive compensation from affiliate links, sponsorships, or product referrals. Any material relationship that could affect how a reader weighs the content should be disclosed clearly near the relevant content.
Investing involves risk, including the possible loss of principal. Readers should do their own research and consult qualified legal, tax, or investment professionals before making financial decisions.