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FluentSprout

How we write

Editorial policy

Lessons, guides, help articles and blog posts on FluentSprout are published by the FluentSprout Editorial Team. This page explains how they are made and checked.

How content is made

  • Lessons are written with AI and checked automatically for accuracy before they are published. No native-speaking teacher has checked them yet, and we say so wherever it matters.
  • Guides and blog posts are drafted with AI help and edited by the team. Every exam fact, score table and rule is checked against the official source, and the page shows the month it was checked.
  • Images are either real screenshots of the app, charts drawn from the sourced figures, or illustrations that contain no facts.

Where facts come from

We use primary sources only: the publishers of each exam and the government bodies that set language requirements. We link the source and the date we checked it, and we re-check pages that depend on rules that change.

What we do not do

  • We do not promise scores, levels, points or immigration outcomes.
  • We call every level or score in the app an estimate. Only exam bodies issue official results.
  • We do not invent reviews, quotes or learner numbers.
  • We are not affiliated with any exam body or government. Exam names are trademarks of their publishers.
  • Nothing on this site is immigration advice.

Corrections

Found a mistake? Report it from any lesson step in the app, or write to support@fluentsprout.com. We fix confirmed errors quickly and update the page’s checked date. See also how we use AI and machine learning.