Gtm Toolbox · Building · new here
Knowledge Graph (Marketing Intelligence Stack substrate)
The entity/relationship substrate at the center of the Marketing Intelligence Stack: a typed, tenant-scoped graph that FEDERATES JobFrame roles + company-intelligence companies (reference nodes) and owns the cross-cutting marketing edges (competes-with, hires-for, covers-topic, ranks-for…). The join layer that makes CI/SEO/AI-Inbound/Content cohere + the grounding layer for AI-cited answers.
- Cluster
- Gtm Toolbox
- Type
- service
- Status
- Building
- Used by
- seo, ai-inbound, content-development, competitive-intelligence
Maturity evidence
- Functioning
- Spoke shipped (GTM-HKG-1/2/3, PAT-GTM-6): knowledge_graph schema (migration 0146) + entities/entity_aliases/relationships/topic_clusters/sources + upsert (federate-guarded) + resolve + neighborhood (depth-3 BFS) over REST + MCP (knowledge-graph.*). check:spokes green; 7 identity/federate-guard tests; routes in the Vercel build manifest.
- Valuable
- Substrate; value lands once seeded (GTM-HKG-4: tech-recruiting domain seed script ready) + the canonical reference-node import (JobFrame/company-intelligence resolvers) + the sibling spokes write/read edges. Migration applies to prod on merge to main.
- Understood
- src/spokes/knowledge-graph/README.md + docs/SURFACE.md + docs/programs/gtm-toolbox/spokes/knowledge-graph-SPEC.md (federate-don't-duplicate boundary).
- Integrated
- Registry live + auto-fed to pa-site via /api/registry + /api/capabilities; cross-spoke edge wiring (GTM-HKG-6) + per-client RLS (GTM-HKG-7) pending.
How to use it
- REST
- /api/spokes/knowledge-graph/neighborhood
- MCP
- knowledge-graph.entity.neighbors
Other Gtm Toolbox capabilities
- GTM Studio — artifact store + run ledger + commerce seam
- Benchmark-Outreach — find niche people + run value-first sequences
- GTM Agency Services (web + app development)
- GTM Market Inventory (build-ahead 'Spots')
- Technical-Recruiting Directory + comp-survey flywheel (GTM-F1)
- AI Inbound (AEO/GEO + capture)
- Competitive Intelligence (monitoring + gap findings)
- Content Development (governed lifecycle)
Capability detail sourced from the People Analytics Toolbox capability feed (source of truth), snapshot retrieved 2026-07-23.