| Core job | Keyword-to-CMS autopilot + SEO research toolkit | URL-first article generation with editorial review |
| Starting point | Keywords, topics, or YouTube URLs | Website URL (+ optional source URLs) |
| Default workflow | Research, generate, schedule, auto-publish | Analyze site, plan cluster, draft, review, publish or export |
| Keyword research | Built-in module with volume and difficulty data | Built into generation from site and cluster planning |
| Brand voice | Tone, POV, and length settings per generation | Learned from site analysis and your edits |
| Topic planning | Keyword lists and trending topic suggestions | Cluster-aware plan from site and competitors |
| Internal linking | Automated keyword-based links in posts | Built around your existing site structure |
| CMS integrations | WordPress, Shopify, Ghost, Webflow, Notion, and more | Web editor + export; direct CMS integrations coming soon |
| Analytics | GSC integration, site inspector, ranking tracking | Not a full analytics suite; focus on generation workflow |
| Schema & SEO extras | FAQ schema, meta tools, table of contents builder | Structured headings, FAQs, and clean HTML in generation |
| Multi-source input | Keywords, YouTube URLs, competitor sites | Site URL, YouTube, and blog URLs with citation context |
| AI search (citations) | Marketed for Google, AEO, GEO, and AI platforms | Structured for human + AI discoverability by design |
| Best team size | Solo bloggers, Shopify merchants, small marketing teams | Founder, small marketing team, solo creator |
| Typical bottleneck | Quality control on autopilot volume | Editorial review at volume |