PublishForge
PublishForge helps businesses manage and surface content for search, chat, and AI assistants. Build a live knowledge graph, deploy across channels, and track brand mentions.
_Let every article surface as the answer _
Why PublishForge?
AI-ready foundation, zero setup pain — Scrape any URL or upload any file—auto-builds a schema-rich knowledge graph ready for instant search and chat.
Self-Updating Knowledge Graph — Prompts turn your data into new content, publish it, and add it back to the graph for smarter next updates.
Own the answer engines — RAG anchors answers in your content, and visibility tracking pinpoints every AI mention of your brand—exposing gaps SEO misses.
**Plug-and-play flexibility ** — Use any LLM, surface answers via GraphQL or a JS widget, and embed chat anywhere—no re-indexing.
Enterprise-grade control & compliance — Versioning, roles, and one-click toggles keep every asset governed.
From scattered files to live results—fast — Stand up a production-ready knowledge base in a couple of weeks and push future content live in minutes.
Core Capabilities
| Feature | Included |
|---|---|
| Universal Ingestion | Drag-and-drop or sync URLs, CMS feeds, PDFs, Word, CSV and bulk datasets. |
| Automated Vector & Schema Engine | Smart chunking, embeddings, schema.org markup and internal linking out-of-the-box. |
| Prompt-Driven Content Hub | Natural-language command to manage content |
| RAG Query Engine | Hybrid keyword + semantic search with source citations |
| LLM Flexibility | Works with any model exposed via secure API key |
| API & Widget | GraphQL endpoints and a theme-able JS widget plug AI answers into any website. |
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How It Works
1. Ingest — Upload or scrape—content auto-embeds.
2. Forge — AI enriches each chunk with schema, vectors, and internal links
3. Publish — One-click deploy to your StackShift workspace
4. Command — Type a prompt to update copy, add FAQs, blogs
5. Track — Reveals when AI answers feature your brand beyond traditional search links.
Pricing
Pricing: Starts at $3,000 (includes onboarding & 12 month SLA)
Ready to Forge Answers From Your Data?
PublishForge - Ingest, forge knowledge, deploy and track
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