Semantic Projection Commerce (SPC)
Architecture + Case Study
Knowledge-first ecommerce architecture. Structured knowledge projected through semantic layers, PIM as authority substrate, and catastrophic migration recovery.
Semantic Projection Commerce: Why Knowledge-First Architecture Beats Traditional SEO
Part 1 of the SPC series. Most ecommerce SEO treats pages as documents to optimize. What if you treated them as projections of structured knowledge instead?
Path-Dependent UX: How User Journey History Should Shape What They See
Part 2 of the SPC series. Classical web systems are Markovian. They react only to current state. What happens when you build systems that remember how users arrived?
Recovering 30 Years of SEO Authority After a Catastrophic Migration
Part 3 of the SPC series. When a botched platform migration destroys decades of accumulated search authority, conventional SEO tactics aren't enough. Here's the structural recovery plan.
Why Your PIM Should Be a Semantic Layer, Not a Product Database
Part 4 of the SPC series. Product Information Management systems are treated as data stores. They should be treated as the authority layer for what your business actually knows.