Turn any URL or file into a living knowledge graph that powers instant search, chat, and content generation from one command hub.
Knowledge goes in; instant content and chat flow out
Ingestion & Graph
Scrape any URL or upload any file, auto-builds a schema-rich knowledge graph ready for instant search and chat.
Integrations & Governance
Use any LLM, surface answers via GraphQL or a JS widget, and embed chat anywhere, no re-indexing.
Positioning
With a dynamic knowledge graph and instant prompt workflows, PublishForge serves as one command hub, absorbing, enriching, releasing, and endlessly tuning content, ensuring people and AI always see the most up-to-date insight.

Standing up the knowledge base takes about a couple of weeks, and once it is live, new content reaches readers in minutes rather than the longer cycles teams are used to.
RAG anchors every answer in your own content, while visibility tracking pinpoints AI mentions of your brand, surfacing the kind of gaps that traditional SEO reporting simply does not show.
Any LLM can sit behind the graph, with answers reachable through GraphQL or a JS widget and embeddable anywhere without re-indexing, while versioning, roles, and one-click toggles keep every asset governed as it spreads.
Scrape any URL or upload any file, auto-builds a schema-rich knowledge graph ready for instant search and chat.
Prompts turn your data into new content, publish it, and add it back to the graph for smarter next updates.
RAG anchors answers in your content, and visibility tracking pinpoints every AI mention of your brand, exposing gaps SEO misses.
Talk to the team and see how quickly your data can become instant search, chat, and content.