Keyword cleaning & classification
Batch import from keyword tools, brand-term filtering, and rule+AI classification into ToC / ToB / regional intents.
Multi-dimensional facets
Keywords, articles and product knowledge unified across eight dimensions — attribute, device, scenario, region and more.
Intent-driven topic tree
A topic architecture of thousands of nodes that plans internal linking and content boundaries before a single word is written.
Briefs with sibling differentiation
Briefs detect overlap with existing pages, anchor keywords, and cover pillar gaps — no two articles compete for the same intent.
Research-first writing
Live web research grounds every article in current facts — numbers must trace back to verified sources, so AI doesn't invent statistics.
10-dimension self-scoring
Accuracy, E-E-A-T, usefulness, uniqueness, internal links, keyword coverage and more — low scores lock the article from publishing.
FAQ & structured data
Automatic FAQ JSON-LD generation kept in sync with the article body for rich results.
Internal linking system
Tree-based and batch-based interlinking plus related-posts blocks — link equity flows where it's planned.
CMS-agnostic publishing
The same orchestration output feeds Shopify, a general CMS via API, or your static site — the planning layer doesn't care where content lives.
Multi-language content
The pipeline supports multiple languages end-to-end for sites selling across markets.