What it does
Knowledge Graph Builder turns a research conversation into a graph. You describe a subject, a market, an account, or a competitive landscape. The assistant researches it, proposes entities and the relationships between them, and draws the result as a force-directed graph you can drag, zoom, and inspect node by node.
The important design choice is approval. The assistant does not write to your graph directly. It proposes a change: add these three companies, connect this product to that pain point, remove a duplicate. You review the proposal and accept or reject it. The graph you end up with is one you have read.
Other capabilities:
- Web-grounded research. The assistant can search the web for current information and cite what it finds.
- File upload. Drop text, Markdown, JSON, or CSV files into the chat to extract entities from your own material.
- Reasoning traces. Expand the assistant's working to see why it proposed a given edge.
- Multiple projects. Keep separate graphs for separate subjects, and switch between them.
- Diagrams in chat. Mermaid diagrams render inline, so the assistant can sketch a structure before committing it to the graph.
Who it's for
- Product marketers mapping a competitive category: who competes with whom, on what, and where the gaps are.
- Sales leaders and account executives building an account map of people, priorities, and influence before a strategic deal.
- Founders and strategists working through a new market who want the structure to persist beyond a single chat session.
It is a tool for making relationships explicit. If the question you keep asking is "how does this connect to that?", a graph answers it better than a document.
How it works
- Name the subject. Start a new graph and tell the assistant what you are mapping.
- Research in conversation. Ask questions, upload files, or let the assistant search. It responds with proposed nodes and edges.
- Approve or reject each proposal. Every mutation appears as a card. Accept it into the graph or send it back.
- Explore the graph. Click a node to see its details and sources. Drag clusters apart. Zoom into a region.
- Keep building. Return to the graph later and add to it. Each session extends the same structure rather than starting over.
The app is in the queue for public launch on its subdomain. Join the waitlist on the launcher to be notified when it opens.
Related resources
- Guide: How to build competitive battle cards — a competitive map is the input a good battle card needs.
- Template: Competitive battle card
- Glossary: GTM knowledge base