WorkflowMajorShipped: April 7, 2026/April 7, 2026

Plan Articles That Rank From Keyword to Structure in One Step

Article planning now uses dedicated SEO opening patterns instead of borrowing from the social hook system. Cleaner output, stronger first paragraphs, better AI citation potential.

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Highlights
Dedicated SEO hook system separate from social hooks
Title logic and opening pattern are explicit in every article plan
Noisy model output is auto-normalized to approved article structures
What shipped

We added a dedicated SEO blog hook registry, separate from the social hook system, with structured opening guidance, canonical pattern mapping, and stronger normalization for noisy model output.

Why it matters

Article plans now come with a named SEO opening pattern, a mapped canonical hook, and a clear first-paragraph direction. They are easier to review, easier to hand off, and more likely to surface in AI search results.

Industry context

Most content tools still treat article openings like shortened social captions. That breaks down when the goal is AI citation and search framing instead of short-form attention capture.

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Build your creator momentum

Launchvibes now handles creator planning and execution while GeoCompanion remains focused on AI visibility, content structure, and citation readiness.

Build your creator momentum
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