Product visibility in AI commerce depends on product intelligence — not page optimization alone

Organic search still matters. But discovery increasingly runs through structured comparisons, feeds, and AI-mediated retrieval. Enterprise visibility now depends on governed, machine-readable product data — not pages alone.