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Breakout AI
Publishing rules

Editorial Policy

The editorial policy keeps Breakout useful, transparent, crawlable, and compliant as the content library scales.

What We Publish

We publish market education, research workflows, selected case studies, finance career pages, and product documentation when they help readers make better process decisions.

What We Avoid

We avoid thin programmatic pages, copied content, unsupported financial claims, fake schema, link-farm behavior, and guaranteed-return language.

Checklist

  • Disclose author, review date, method, source discipline, and risk note.
  • Use AI assistance only to improve useful original content.
  • Use owned-domain links only when editorially relevant.
  • Remove implemented SOTA ideas from recommendation docs.