Not Investment Advice
Golden Valley Research is an independent research and educational project operated by a private individual. Nothing on this website — including but not limited to GVR scores, investment theses, newsletter content, portfolio disclosures, performance data, or any other content — constitutes investment advice, a solicitation, an offer to buy or sell any security, or a recommendation of any kind.
All content on this site is provided for informational and educational purposes only. You should not make any investment decisions based on information found on this website. Always conduct your own due diligence and consult a qualified financial advisor before making investment decisions.
Personal Portfolio Disclosure
The author holds personal positions in securities discussed on this website, including but not limited to CSTM, CRDO, CLS, CLSK, and ASTI. These positions may change at any time without notice. The existence of a position does not constitute a recommendation to buy or sell any security.
Performance data reflects a personal Roth IRA account. Past performance is not indicative of future results. Investment return calculations exclude cash transfers and deposits; only market-driven gains and losses are reflected in return figures.
GVR Scoring System
The GVR (Golden Valley Research) scoring system is a proprietary quantitative framework developed by the author for personal research purposes. Scores are generated using financial data sourced from the Alpha Vantage API and sector benchmarks sourced from publicly available academic research (Damodaran NYU). The system is a work in progress and may contain errors, bugs, or methodological limitations.
GVR scores are not buy or sell recommendations. A high GVR score does not guarantee investment returns. A low GVR score does not mean a security will decline in value. The system is one analytical tool among many and should not be used as the sole basis for any investment decision.
No Guarantee of Accuracy
While reasonable efforts are made to ensure the accuracy of information presented on this site, no guarantee is made regarding completeness, accuracy, or timeliness of any data. Financial data may contain errors from third-party providers. Portfolio values and performance figures are self-reported and have not been audited or verified by any third party.
Forward-Looking Statements
This website may contain forward-looking statements, projections, or opinions about future market conditions, company performance, or investment outcomes. These are speculative in nature and may prove to be incorrect. Do not rely on any forward-looking statements as predictions of future results.
No Fiduciary Relationship
Use of this website does not create any fiduciary, advisory, or client relationship between the author and any visitor. The author owes no duty of care to website visitors with respect to investment decisions.
Risk Warning
All investments involve risk, including the possible loss of principal. Stock market investments can decline significantly in value. Past performance of any security, strategy, or index is not indicative of future results. The author's personal portfolio results are not representative of results that may be achieved by others.
Regulatory Notice
Golden Valley Research is not a registered investment adviser, broker-dealer, or financial institution. This website is not affiliated with any financial regulator, exchange, or professional association. The content on this site has not been reviewed or approved by FINRA, the SEC, or any state securities regulator.
Updates to Disclosures
These disclosures may be updated at any time without notice. Visitors are encouraged to review this page periodically.
Last updated: May 23, 2026