ContentGem23.9 · Autonomous Growth Operating System
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AI Assistant · Drafts · Quality gate

AI content generation with an editorial gate in front of publish

Drafting is the cheap part. ContentGem spends its effort on the brief before and the review after: a research-backed plan, evidence provenance, an independent editorial score and a gate that can stop autonomous publishing.

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See knowledge grounding
  • RequestApproved plan action
  • ResearchSite, cluster, competitor, knowledge
  • BriefIntent and page type decided
  • DraftNative WordPress draft
  • ReviewIndependent editorial score
  • ReviseBounded targeted loop
  • VerifyRead back before publish

Workflow

One visible request, research, brief and verified-draft sequence

With retry and recovery after page reloads, so a long generation does not lose its state.

Search intent first

Intent is classified and the correct page type recommended from available SERP, competitor, site, cluster and Search Console evidence — before drafting.

Six title candidates

Varied, search-led suggestions, each with an explicit rationale and the provenance of the evidence behind it.

Research-backed plan

A content plan is created before generation, so the draft follows a structure you can inspect and change.

Native WordPress draft

Stored as a draft with post type, AI provider, model and competitor-evidence status recorded alongside.

Visible stage and percentage

Drafting, editorial review, visual enrichment and final verification each report progress and stay recoverable.

Editorial review and gate

Required dimensions are scored, a limited number of targeted revisions runs, and critical failures block autonomous publishing.

What the gate protects against

Fluent, wrong and published is the failure mode

  • Factual support — Claims that the supplied evidence cannot support are flagged rather than smoothed.
  • Search intent — A draft that answers a different intent than the brief does not pass.
  • Accessibility and structure — Structural and accessibility requirements are part of the score, not an afterthought.
  • Duplicate prevention — Near-duplicate content against your own portfolio is blocked before it reaches the queue.
  • Content language — The selected content language is enforced across plan tasks, explanations, cluster labels, queue items and calendar items, including legacy plans.
See Content Health
Read plan safeguards

Questions

Drafting and review answers

Does ContentGem review generated drafts automatically?
Yes. An independent editorial review runs after drafting, scores the required quality dimensions, performs a limited number of targeted revisions and blocks autonomous publishing when factual support, search intent, accessibility or other critical requirements fail.
Can I re-run the review after editing in WordPress?
Yes. Stored draft revisions can be compared and the editorial review can be re-run after manual WordPress edits.
What does the generation progress show?
The current stage and percentage while a recoverable WordPress draft moves through drafting, editorial review, visual enrichment and final verification.
How are titles chosen?
ContentGem generates six varied, search-led title suggestions, each with an explicit rationale and evidence provenance. You choose or edit.