Content Brief & Draft Pipeline
From approved keyword cluster to published page — without writing a single brief by hand. Muginai handles the entire content pipeline: brief, draft, review, publish.
Pipeline stages
Cluster approval
Human reviewAfter keyword research, you review semantic clusters in the panel. Approve the clusters you want to pursue. Each approved cluster enters the brief queue.
Automated brief generation
AutonomousMuginai generates a structured brief for each cluster: target keyword, heading outline (H2/H3 structure), semantic coverage checklist, word count target, FAQ topics, internal link suggestions, and recommended template type (pillar, supporting, comparison, case study, programmatic).
Brief review
Human reviewThe brief lands in your review queue. You approve it as-is, edit specific sections, or reject it. Approved briefs move to the draft queue. Rejected briefs return to the keyword pool for re-clustering.
Draft generation
AutonomousApproved briefs are sent to the writing layer: Claude Sonnet for strategy/authority pieces, Gemini Flash for programmatic content. Anti-slop quality checks run automatically — minimum word count, heading structure validation, semantic keyword coverage verification.
Draft approval
Human review (default)Completed drafts appear in the panel for review. Edit inline, request a revision, or approve. If you enable fully autonomous mode, drafts are published without a human gate (suitable after establishing output quality standards).
Publish
AutonomousApproved drafts publish to Cloudflare Pages via deploy hook. Sitemap and hreflang are updated automatically. The page appears in rank tracking within one crawl cycle.
5 brief templates
Comprehensive coverage of a broad topic cluster. Typically 2,500–4,000 words. High internal link density.
Focused deep-dive on a specific sub-topic. 1,000–2,000 words. Links to the relevant pillar.
Side-by-side comparison of products, tools, or approaches. High conversion intent. 800–1,500 words.
Data-driven narrative of a specific outcome. Builds E-E-A-T and earns links. 1,200–2,500 words.
Repeatable structure for location or use-case pages. Generated at scale from data files.
Connected features
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