Product Intelligence
Research on catalog understanding, category resolution, semantic enrichment, product attributes, and purchase signals — the intelligence that helps machines understand products.

Serie PI-PL001 — The Agentic Catalog Readiness Audit™
Can AI systems truly understand your product catalog? The framework that measures how ready your catalog is for AI agents — across structure, semantics, and discoverability.

Serie PI-PL002 — AI-Ready Commerce Feeds™
Feeds moved your catalog for twenty years; what changed is the reader on the other end. AI-Ready Commerce Feeds™ deliver enriched, machine-interpretable product data to every platform you sell through — enrichment first, formatting second.

Serie PI-PL003 — NSOLVIA Agentic Catalog Optimizer™ for Shopify
Shopify put your catalog in front of AI shopping agents; empty attribute fields keep them from choosing you. The Optimizer fills those fields with verified data — never invented.