01
Volume
252,000+ enterprise software products mapped across 2,606 live categories with 2.5M+ aggregated reviews — the broadest structured enterprise-software graph in production.
The Data Moat
Six layers of defensibility, compounding monthly.
The PYRAMYD Product Graph is the most comprehensive, structured, and continuously refreshed knowledge base of enterprise software ever assembled.
252K+ Products2.6K Categories2.5M+ Reviews88 Node Types
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The Six Layers
Volume. Velocity. Variety. Governance. Network effects. AI specialization.
Each layer reinforces the others. Together they form a moat that gets deeper every week — not narrower.
02
Velocity
1,000+ signal sources refreshed continuously on a per-source cadence. Multi-tier ETL learns when a vendor releases vs. when a category shifts and adjusts refresh rates accordingly.
03
Variety
88 universal node types · 200+ pre-transformed connectors · 183 bi-directional connectors. Every entity typed; every relationship traversable.
04
Governance
SOC 2 Type 2 · ISO 27001 / 42001 · GDPR · CCPA · EU AI Act Article 50. Every signal carries provenance: source URL, retrieval timestamp, model + version, confidence.
05
Network Effects
Every customer's RFX responses, battle cards, and win/loss data privately enrich their tenant slice. Aggregated trends improve the public graph for everyone — without revealing any single customer's data.
06
AI Specialization
Inline embeddings on every node · HNSW indexes · Mastra Graph RAG · 4× multi-hop accuracy vs. vector RAG. Vertical AI no horizontal copilot can match.
Internal estimate: 12–24 months and $1–3M of focused engineering + data acquisition spend to replicate from scratch.
Live Today
What's actually in the graph, right now.
These aren't roadmap numbers. Every figure here is queryable on the platform today.
01
252,000+
Enterprise software products tracked across 2,606 categories
02
2.5M+
Aggregated software reviews from 200+ review sources
03
1,000+
Live signal sources, refreshed on per-source cadence
04
88
Universal node types across the entire graph schema
05
200+
Pre-transformed connectors, 183 bi-directional
06
3.08×
Live query speedup vs. baseline (2,519ms → 818ms)
88 Universal Node Types
Every entity in enterprise software, typed and connected.
The graph schema is the moat. Eight functional groups span vendor data, category taxonomy, signals, buyers, commercial flows, RFX assets, and workflow audit — and every edge between them is a query the graph can answer.
12types
Vendor & Product Core
Vendors · Products · Releases · Pricing · Plans
9types
Category & Taxonomy
Categories · Sub-categories · Industries · Job functions
14types
Capability & Feature
Capabilities · Features · Connectors · Compliance certs
17types
Signals & Evidence
Reviews · Funding · Hiring · Releases · Press · Awards
11types
Buyer & Market
Personas · Use cases · Segments · ICPs · Geographies
9types
Commercial & Account
Accounts · Opportunities · Renewals · Wins · Losses
8types
RFX Assets
RFPs · Questions · Approved answers · Battle cards
8types
Workflows & Audit
Workspaces · Workflows · Citations · Provenance · Logs
Every Signal Cited
Provenance is not optional.
Every node and every signal carries the metadata regulators want and the metadata sales leaders need: source, time, model, confidence, verification status.
Source URL
Every signal links back to the real source — a press release, a review, a vendor changelog, a regulatory filing.
Retrieval Timestamp
When the signal was captured. When it was last re-verified. When the source itself was updated.
Model + Version
Which model wrote the enrichment. Prompt version. Token count. Cost. Confidence score per field.
Verification Status
verified · needs_review · disputed. A 2-gate audit (completeness + content) before any row reaches APEX.
When a customer asks "where did this come from?" they have a defensible, regulator-ready answer.
See the graph live in your category.
In 30 minutes we'll pull live data for your top 5 competitors, walk the graph, and show APEX answer a multi-hop question with every citation traceable to source.