| What you get | Research, SERP analysis, and on-page scoring — drafting and CMS stay elsewhere | Agentic loop: audit, strategy, draft, publish, and measure in one system |
| Starting point | Keyword lists and competitor URLs; business narrative is often separate | Your live website URL drives recommendations and voice |
| Primary output | Briefs, grades, and content outlines that still need a writer and CMS | Ready-to-review drafts and publish handoffs tied to a content plan |
| Learning loop | Rank tracking and audits; next-article decisions remain manual | Search Console and analytics feed the next topic proposals |