Editorial Policy

Calcavio's editorial policy explains how we research, write, review, and correct everything we publish, including how we use AI. It shows you who stands behind each number and what to expect from us.

TL;DR:

A calculator is only as good as the process behind it. So this editorial policy is our answer to a simple question: can you trust the number in front of you? It's the standard we hold ourselves to, written in plain English, so you can judge our work for yourself.

What does this editorial policy cover?

It covers every calculator, guide, blog post, explainer, and trust page on calcavio.com. It also covers the text that sits next to each tool. Our job is education. First, we explain how money math works. Then we help you test your own numbers. But we don't give personal advice, and our Disclaimer says so in full.

Why do we publish?

We publish to help people understand a decision before they make it. That's the whole purpose. We don't write pages to chase search traffic, and we don't publish filler. According to Google Search Central, the "why" behind content should be to help people, not to attract search engine visits. We agree. So a page earns its place only if it teaches something a reader can use.

How do we research and source content?

We start with primary sources. For example, for U.S. tax and retirement figures, that means the IRS and the Social Security Administration. For mortgages and consumer credit, it means Freddie Mac and the CFPB. For other countries, we use the local authority, such as HMRC, the CRA, or the ATO.

Our sourcing rules are simple:

• Every statistic gets a named publisher and a year.
• We open the source and confirm the exact figure. A search snippet isn't proof.
• We prefer official and peer-reviewed data over blogs and press summaries.
• We label estimates as estimates and rates as dated.
• If we can't confirm a claim, we leave it out.

How do we build and verify calculators?

Accuracy is the whole point of a calculator. A tool that's slightly wrong is worse than none, because it hands you false confidence.

So we check the math before a tool goes live. First, we test each financial formula in Python, covering amortization, compound interest, loan payoff, and tax. Next, we tie changing numbers, like tax brackets and contribution limits, to dated official sources. Also, we state the main assumptions on the page, so you can see what's under the hood.

Then we review a calculator again when a rule changes, when a limit resets, or when a reader flags a problem.

How do we use AI in our work?

We're open about this. We research and draft our content with AI assistance. A person then reviews and edits it before publication. Also, money topics get extra checks, including named sources and careful wording.

Google's guidance on generative AI content says it's critical to manually fact-check and review all AI-generated content for accuracy and trustworthiness before publishing. So we follow that rule. Here's what it means in practice:

• A person checks facts, figures, and links before a page goes live.
• We don't publish raw, unreviewed AI output.
• We don't use AI to invent quotes, statistics, studies, or testimonials.
• We don't claim hands-on testing that didn't happen.
• If we use an AI-generated illustration, we never present it as a real photo of a real person or event.

Who writes and reviews our content?

Our content appears under the Calcavio Editorial Team byline. A small, independent team builds the calculators, drafts the guides, and reviews them.

Also, we don't fake expertise. Google says fabricating creator profiles, with made-up names or false credentials, is a form of deception. So we never use invented authors, stock headshots, or credentials we can't back up. Instead, when we add named authors or outside reviewers, their real backgrounds will appear on our Authors page.

How do we protect our independence?

Calcavio is free, and ads help pay for it. So Google AdSense and other partners may show ads on our pages. But advertising never touches our editorial choices. Here's our promise:

• Ads never change a calculator's result.
• We don't take payment to rank, praise, or recommend a lender, card, or product.
• Calcavio isn't a bank, lender, or broker, and we don't sell financial products.
• If we ever add affiliate or sponsored content, we'll label it clearly.

An ad on our site isn't an endorsement. For more, see our Disclaimer and Terms of Service.

How do we handle money topics?

Google says its systems give even more weight to strong E-E-A-T for topics that could significantly affect a person's financial stability. It calls them "Your Money or Your Life," or YMYL, topics. Almost everything on Calcavio falls into that group. So we hold ourselves to a stricter bar.

That means:

• We use cautious words like "may," "estimate," and "consider."
• We never promise returns, guaranteed savings, or get-rich results.
• We don't tell you what to buy, sell, or sign.
• We add a clear disclaimer wherever a page touches your finances.
• We link to the official source so you can check us.

How often do we update content?

We review each guide at least once a year. We also update it sooner when rates, tax rules, or limits change. Each page shows a "last updated" date. And we change that date only when we've reviewed or revised the page. Fresh numbers matter most for tax, retirement, and rate-driven topics. So those get the closest watch.

How do we handle corrections?

Mistakes happen. So we'd rather fix them fast than hide them. Here's the process:

What won't we publish?

We won't publish plagiarized, scraped, or spun content. We also reject guaranteed-return claims, fake testimonials, personalized advice, and anything built only to carry ads. So if a page can't pass our checks, it doesn't go live.

Questions about this editorial policy?

We'd like to hear from you. So reach us through our Contact page or at contact@calcavio.com. To learn who we are, read our About page. We update the date at the top whenever this editorial policy changes.