Commerce Data Ecosystem
Click any node to explore data flows, governance rules, and violation patterns across the commerce ecosystem.
Phase 1 · The Source
Phase 2 · The Aggregators (Supply Side)
Phase 3 · The Connectors (Demand Side)
Phase 4 · The Consumer (Endpoint)
Key Insight
Unstructured data at the Brand Origin causes cascading violations across every downstream platform.
Governance friction increases at every layer — from Shopify Collective (low) to Love.com (highest).
Conversion rate drops 3–6x when structured data is absent — directly impacting consumer revenue.