Editorial Policy and Fact-Checking Methodology

Effective Date: November 7, 2026
This page explains how content on Savvy Nickel is researched, written, verified, and kept current. It exists so you can judge for yourself whether our work deserves your trust.

1. What We Publish

Savvy Nickel publishes educational content about saving, investing, retirement planning, and everyday money decisions. Our library includes more than 280 blog articles, 480 glossary entries, 90 book reviews, 35 podcast reviews, and a collection of interactive financial calculators.

Every piece of content on the site is educational. We explain how financial products, tax rules, and strategies work. We do not tell you what to do with your specific money, because we do not know your specific situation. That distinction shapes everything we write.

2. Our Primary Sources

Financial claims on this site are anchored to primary sources, not to other blogs. The sources we rely on most heavily are:

• IRS.gov for tax brackets, contribution limits, deduction rules, and filing requirements
• SSA.gov (Social Security Administration) for benefit formulas, earnings limits, and the annual cost of living adjustment announced each October
• Federal Reserve publications and data releases for interest rate policy, household debt statistics, and the Survey of Consumer Finances
• Bureau of Labor Statistics for inflation data, wage figures, and employment trends
• SEC.gov and FINRA for investment regulation, fee disclosure rules, and investor protection guidance
• Consumer Financial Protection Bureau for debt, credit, and consumer product rules
• Academic and institutional research including NBER working papers, peer-reviewed behavioral economics research, Vanguard's How America Saves report, EBRI studies, and Pew Research surveys

When an article cites a figure, it names the source and the year the figure applies to. A retirement article referencing the 2026 401(k) contribution limit will say so explicitly, because that number changes. You will not find undated statistics on this site where the date matters.

3. How Articles Are Researched

Each article starts with a specific reader question: a 19-year-old deciding what to do with $1,000, a pre-retiree figuring out Medicare enrollment, a parent weighing a 529 plan. We then pull the primary source material that governs the answer. For tax content, that means the current IRS publications. For retirement content, the current SSA rules and the relevant actuarial research. For behavioral topics, the peer-reviewed studies that established the finding.

Research comes before drafting, not after. An article that cannot be anchored to at least one primary source or credible data set does not get published.

4. How Articles Are Written

Our style rules are strict and enforced at review. Articles are written in plain English for a teen-to-50s audience. Jargon is either avoided or defined the moment it appears. Paragraphs run two to four sentences. Claims are explained with reasons, not asserted, so we write about why a Roth IRA benefits a young earner instead of just telling you to open one.

Articles open with a specific scenario or a verifiable statistic, not filler. Hypothetical examples are labeled as hypothetical and include the friction real life involves: variable income, fees, taxes, and imperfect information. We do not use made-up success stories presented as fact.

5. Use of Research and Drafting Tools

Like most modern publishers, I use software tools, including AI-assisted drafting tools, in parts of my workflow. These tools help with outlining, organizing research, and first drafts. They do not publish anything on their own.

Every article is reviewed by me personally before publication. I verify the factual claims against the primary sources listed above, check that figures are current and dated, rewrite sections that are vague or unsupported, and confirm the article meets the style standards described on this page. Nothing goes live until I have done that review.

6. Fact-Checking Standards

Before publication, each article is checked against this list:

• Every statistic traces to a named primary source, with the applicable year stated
• Tax figures match the current IRS publications for the tax year referenced
• Contribution limits, benefit amounts, and thresholds match the figures in force as of the article's stated date
• Claims about how a product or rule works are checked against the regulator or agency that administers it
• Internal links point to live pages, and external links point to the original source rather than a summary of it

Articles that cite research go beyond linking. They analyze a specific finding from the study so you can see what the data actually says, including where a headline claim falls apart under scrutiny.

7. Updates and Maintenance

Financial information decays. Contribution limits, tax brackets, and benefit formulas change on a schedule: the IRS announces annual adjustments each fall, and the Social Security Administration announces its cost of living adjustment each October. Our content calendar is built around those dates.

Evergreen articles are reviewed on a recurring cycle. Articles covering figures that change annually, such as tax limits and retirement account rules, are refreshed when the new numbers take effect. Each piece of content carries a publication or last-updated date so you can see how fresh it is. When an update is substantial, the updated date reflects it.

Calculators are tested when the underlying rules change. An income tax calculator showing 2026 brackets is rebuilt when the 2027 brackets are published, not left to drift.

8. Book Review Standards

Our book reviews follow a fixed standard. We do not review books we have not finished. Reviews include specific references to chapters and arguments, a balanced assessment of strengths and weaknesses, and a clear statement of who the book is and is not for. A book with real flaws gets those flaws named, even when we recommend it overall.

Ratings are weighted: content quality accounts for 25%, practical value for 25%, writing style for 20%, originality for 15%, and readability for 15%. Older classics are assessed against current data where it exists, so a claim made in 1973 is tested against the evidence available in 2026.

9. Podcast Review Standards

Podcast reviews are based on listening to current episodes, not on reading the show's marketing copy. Reviews describe what the show actually covers, cite recent episodes by date, identify the audience the show fits, and state where the show has limits. Ratings reflect the show's own published listener ratings alongside our assessment of its content quality.

10. Editorial Independence

Some pages on Savvy Nickel contain affiliate links, mainly in our book reviews. If you buy through one of those links, we may earn a commission at no extra cost to you. That relationship is disclosed on every page where it applies, and it does not influence which books we cover or how we rate them. Plenty of reviewed books carry mediocre ratings precisely because we will not inflate a score for a commission.

Advertising does not shape editorial decisions either. Coverage choices are driven by reader questions and search demand, not by what advertisers pay for. Our full Affiliate Disclosure explains the commercial relationships on the site.

11. Authorship and Accountability

Everything on Savvy Nickel is written by one person: Dandre Noah, a 29-year-old entrepreneur documenting his own journey toward financial independence and early retirement. There is no anonymous team behind the content. The same person who researches an article is the person who writes it, checks it, and hits publish.

To be clear about what that means: Dandre is not a financial advisor, a CPA, or an accountant. He is a self-directed learner who works with his own financial mentors, reads finance books obsessively, and shares what he learns from that work and from his own money decisions. This site is educational content, not personalized advice, and the Disclaimer states that plainly. When a topic crosses into advice territory, such as estate planning or complex tax situations, articles say so and direct you to a licensed professional.

12. Corrections Policy

If you find an error on Savvy Nickel, we want to hear about it. Report it through our Contact page with the article URL and the claim you believe is wrong.

Verified factual errors are corrected promptly, and the article's updated date reflects the change. Corrections that alter a conclusion, rather than a figure or a date, are noted within the article itself. We do not quietly rewrite history: a wrong claim gets fixed and marked, not silently replaced.

13. Feedback and Suggestions

Reader questions drive a large share of our editorial calendar. If there is a topic we have not covered, a guide that needs updating, or a glossary term we are missing, suggest it through the Contact page. Requests backed by a real problem get priority over requests for content we already have covered elsewhere on the site.

14. Related Policies

This policy should be read alongside our other published standards:

• About Us, for who we are and why the site exists
• Disclaimer, for the limits of educational content
• Affiliate Disclosure, for how we make money
• Privacy Policy, for how your data is handled
• Terms of Service, for the rules governing site use