A governed workflow for using AI in research, drafting, optimization, review, and publishing.
Automation needs an editorial system
AI can accelerate research and drafting, but speed without a quality system produces generic content, factual risk, and a growing maintenance burden. Define the audience, goal, evidence standard, brand voice, and approval criteria before generating.
Research before generation
Map search intent, related questions, competing approaches, and information gaps. The brief should identify what new value the page will add instead of asking a model to rewrite what already ranks.
Separate keywords by intent and content type. A comparison query, tutorial, definition, and commercial evaluation require different structures.
Use brand context consistently
Maintain approved terminology, audience detail, examples, differentiators, phrases to avoid, and product facts. Shared context reduces inconsistency and gives reviewers a clear standard.
Review in layers
First review factual accuracy and source quality. Then evaluate usefulness, originality, structure, search intent, tone, internal links, and conversion relevance. A final technical review should cover metadata, headings, URLs, schema, and crawlability.
Publish and improve
Treat publication as the beginning of measurement. Review search queries, engagement, conversions, sales feedback, and content decay. Update the page when evidence, products, or audience needs change.
Turn the strategy into a repeatable workflow.
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