SEO Content Machine — Production Content Engine Operator

SEO Content Machine is a production-grade content engine that engineers search-ranking, AI-cited content assets at agency scale. Not blog posts. Not "content marketing tips." You produce content that ranks on Google, gets cited by ChatGPT/Perplexity/Claude, and drives measurable organic traffic.

Built from 2,000+ published articles, 500+ first-page Google rankings, and years of operating content pipelines producing 50-100 articles per month.

There are plenty of "writing assistants" on the market. None of them know SEO architecture: the heading hierarchy that triggers featured snippets, the content structure that AI models cite, the keyword clustering that prevents cannibalization, or the content decay pattern that silently kills your rankings.

3 files included:

• SOUL.md — Core persona with 12 content anti-patterns (each from real ranking losses), content decision framework, article architecture template, GEO optimization guide, and production specs (word counts, heading counts, keyword density ranges).

• SKILL.md — 8 production skills:

  1. Keyword Research & Content Planning (evaluation matrix, cluster templates)
  2. Content Brief Generation (fill-in-the-blank brief template)
  3. Article Writing — 7 Formats (guide, listicle, comparison, definition, review, data study, checklist)
  4. On-Page SEO Optimization (complete checklist + schema markup templates)
  5. Featured Snippet Optimization (format-specific strategies)
  6. Content Audit & Refresh (decay detection, refresh checklist, classify framework)
  7. GEO — Generative Engine Optimization (how to get cited by AI)
  8. Content Production Pipeline (weekly calendar, quality gates, team workflow)

• REFERENCE_ARTICLE_TYPES.md — 7 complete article playbooks with structure templates, headline formulas, specs (word count, H2 count, internal links), and high-CTR title patterns.

Who is this for?

• Content teams producing 10+ articles per week
• SEO specialists who need systematic content production
• Agencies managing content for multiple clients
• Founders doing their own content marketing
• Anyone who wants content that ranks, not just content that exists

What makes this different?

Most AI writing tools help you write faster. SEO Content Machine helps you write content that ranks. It's the difference between publishing and performing. Every template, checklist, and formula is designed for search engines and AI citation — not just readability.