Schema Markup

Key Takeaways

• The agentic web requires more than better prompts. It depends on a layered, machine-readable infrastructure built on structured, reliable data. Without that foundation, even the best prompts cannot overcome poor data quality.
• The Modern Data Stack has nine layers in three groupings: trust (foundation, graph, governance), precision (entity resolution, vector, retrieval), and agentic capability (conversational, action, analytics). Each layer depends on the one below it, which is why most AI search advice solves the wrong layer.
• The competitive frontier is the action layer. Brands that publish machine-readable Agentic Entry Points stop being merely discoverable and become callable, which is the structural advantage agentic AI systems will reward.