Knowledge Graph
The single source of truth for messaging and positioning
A graph database containing the complete messaging framework: product positioning, competitive landscape analysis, and strategic narrative. Auto-syncs every 30 minutes and powers both the KG Assistant and Clanker 5000. Available as both a REST API and an MCP server for AI tools.
39,176
Relationships
19
API Endpoints
13
Documents
99%
Success Rate
Architecture
Marketing DocumentsAuto-Sync (30 min)Neo4j Graph DBREST API + MCP ServerAI Agents & Teams
Features
Messaging Intelligence
Multiple products tracked with features, audiences, pain points, and value propositions
Competitive Landscape
Competitive analysis powering positioning and sales enablement content
Auto-Sync Pipeline
Rebuilds automatically every 30 minutes from source marketing documents
AI-Ready
MCP server integration lets any AI tool query the graph directly
Tech Stack
Neo4jPythonFlaskGCP Cloud RunMCP