VerifiedBeta publishes educational ETF research, not personalized investment advice, portfolio management, or security recommendations. Funds that screen well here can still be unsuitable for your objectives, taxes, liquidity needs, or constraints. Review fund documents, methodology assumptions, and your own circumstances before acting.
Educational Use Only
The site is intended to help readers think more clearly about ETF due diligence, factor exposure, valuation, and risk-adjusted performance. It is not a substitute for individualized advice from a qualified professional who understands your financial situation, objectives, risk tolerance, investment horizon, tax position, legal constraints, or account structure.
No Personalized Advice or Client Relationship
Nothing on VerifiedBeta should be interpreted as personalized investment, tax, legal, accounting, or other professional advice. Accessing the site, submitting feedback, or contacting us does not create an advisor-client, fiduciary, or professional services relationship. Any decisions you make based on information from the site remain your responsibility.
No Offer, Solicitation, or Recommendation
The site is not an offer to sell, a solicitation to buy, or a recommendation to transact in any ETF, fund, security, or strategy. Rankings, leaders lists, factor scores, valuation metrics, and article commentary are research tools designed to help narrow a field of candidates for deeper review. They are not endorsements and should not be treated as model portfolios, target allocations, or implementation instructions.
Methodology and Data Limitations
VerifiedBeta relies on third-party data sources, factor libraries, distribution histories, and our own research pipeline. While we aim for accuracy and consistency, errors, omissions, stale data, incomplete histories, survivorship effects, data revisions, and methodology limits can affect outputs. Some metrics depend on historical regressions, statistical significance thresholds, synthetic backtests, and assumptions that may not hold in future markets.
Backtested and Historical Performance Limits
Backtested results, synthetic factor simulations, Relative Sharpe measures, and historical return comparisons are inherently hypothetical or conditional. They are useful research inputs, but they are not guarantees of future performance. Real-world implementation can diverge materially because of fees, trading frictions, tax drag, portfolio construction constraints, market regime changes, crowding, fund closures, index changes, or differences between live and historical factor behavior.
Valuation and Ranking Limits
Dividend-based relative valuation, factor scores, and publish filters are simplifications designed to make a large ETF universe more researchable. They do not capture every relevant risk. A fund can score well and still be inappropriate because of mandate mismatch, liquidity, turnover, tax inefficiency, concentration, tracking error, currency exposure, securities lending practices, issuer risk, or other implementation details. A fund can also score poorly for reasons that do not matter to a specific user.
Jurisdiction, Tax, and Suitability
VerifiedBeta covers both US-listed and Canadian-listed ETFs, but the site does not attempt to tailor output to your jurisdiction, residency, registration status, tax treatment, currency needs, or legal obligations. Cross-border investors, registered accounts, taxable accounts, and institutional users may face very different implications from the same product. You should confirm tax, legal, regulatory, and suitability issues independently.
No Warranty
The site and its contents are provided on an “as is” and “as available” basis without warranties of any kind, whether express or implied, including any warranty of accuracy, completeness, merchantability, fitness for a particular purpose, non-infringement, or continuous availability. We do not guarantee that the site will always be current, error-free, uninterrupted, or free of defects.
Limitation of Liability
To the fullest extent permitted by law, VerifiedBeta and its operator disclaim liability for any direct, indirect, incidental, consequential, special, exemplary, regulatory, or punitive loss or damage arising from use of the site or reliance on its contents. That includes, without limitation, trading losses, missed opportunities, tax costs, data issues, execution problems, business interruption, or damages resulting from delays, errors, or omissions.
External Links and Third-Party Resources
The site may link to third-party websites, issuer materials, fund databases, community discussions, or data sources for convenience and research context. Those resources are outside our control. A link does not imply endorsement, and we are not responsible for third-party content, availability, privacy practices, or accuracy.
User Responsibility
You are responsible for evaluating whether any ETF, strategy, or research output fits your own circumstances before acting. That includes reviewing prospectuses, fund facts, methodology documents, index rules, holdings, fees, liquidity, taxes, and other implementation considerations. If you are unsure how to interpret the research or whether an ETF is suitable, consult a qualified professional.
Questions
If you have questions about the methodology, want to challenge an assumption, or think a disclaimer should be clarified, use the contact page or the site’s quick feedback flow. Research disagreement is welcome; the important point is that the site should be used as a due-diligence aid, not as a substitute for judgment.