Editorial accountability

Editorial Standards

How Manywise selects topics, checks sources, uses AI tools and corrects published work.

Purpose and scope

Manywise publishes research-based guides and analysis about technology, consumer choices, money and digital culture. We choose subjects where a clear framework, careful explanation or comparison can help a reader make sense of a decision.

We do not publish pages only to target minor keyword variations. A new article should answer a distinct reader need and add interpretation, a useful method or a clearly supported point of view.

Sources and evidence

Claims that depend on external facts should be traceable to the sources listed with the article. We prefer primary documents, official data and qualified research; credible reporting may be used for context or recent developments.

Sensitive subjects involving health, personal finance, safety, politics or conflict require extra care, clear uncertainty and no claim that the article replaces professional advice.

AI-assisted work

AI tools may assist with research organization, outlines, drafting, translation or editing. They do not receive authorship credit and do not remove editorial responsibility from Manywise.

Articles that used AI assistance say so on the page. Before publication, the responsible editor must review the argument, language, links, factual claims and usefulness of the final version.

Languages and updates

English, Portuguese and Spanish editions may share research, but each version should read naturally for its audience. Meaningful revisions receive an updated date; dates are not changed merely to make old content look new.

Corrections and commercial influence

Readers can report an error at contact@manywise.blog. We review specific, verifiable correction requests and update the article when the published record is wrong or materially incomplete.

Advertising does not determine editorial conclusions. Sponsorships, affiliate relationships or supplied products must be disclosed on the relevant page if Manywise uses them in the future.