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AI for content: a working pipeline

VVitaly GrotUpdated June 30, 2026274 views1 min4.6
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How to build AI into article production without ending up with junk that search engines filter out.

Where AI helps and where it hurts

AI is good at drafts, structuring, and routine work. It handles facts and personal experience poorly — and that is exactly what both the reader and search value.

Important

Publishing raw AI text without fact-checking and personal experience is a direct path to a filter for unhelpful content.

A 5-step pipeline

  1. Gathering facts and your own experience.
  2. Structure and outline — by hand.
  3. Draft — AI.
  4. Editing and fact-checking — human.
  5. Adding examples and figures from practice.
Sources
  1. Google — on helpful content and automation
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