How WT Free Tools researches, checks, publishes, and updates editorial content.
WT Free Tools publishes practical articles designed to answer a specific question clearly and accurately. Our workflow combines editorial automation with source, link, calculation, and consistency checks.
How content is prepared
Topics are selected for their practical usefulness and relevance to the tools and subjects covered by this website. Automation, including artificial intelligence, may assist with research, outlining, drafting, image creation, and translation.
When an article depends on current facts, its supporting references are drawn from official agencies, primary documentation, or other authoritative sources whenever available.
Checks before publication
- Referenced pages must be publicly accessible and relevant to the article.
- Calculations and worked examples are checked for internal consistency.
- Links are checked and individual WT Free Tools calculators are selected according to the article topic.
- Automated articles must pass minimum requirements for substance, structure, sourcing, and clarity. Content that fails remains unpublished.
- Translations are produced from the approved master article so facts, numbers, and links remain aligned.
Limitations and updates
Automated checks reduce common errors but do not replace advice from a qualified professional. Financial, health, legal, tax, and energy-program details may depend on personal circumstances, location, and changing rules. Readers should confirm consequential decisions with the cited authority or an appropriate professional.
We may update articles when source material, programs, products, or technical guidance changes. If you find a broken source, calculation issue, or factual error, please contact WT Free Tools so it can be reviewed.