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GUIDE 02

Schema.org Knowledge Graph Architecture for Frontier AI

How structured JSON-LD data establishes entity disambiguation for ChatGPT, Claude, and Perplexity.

Without explicit Schema markup, LLM crawlers must infer your business model from raw HTML text. In competitive categories, ambiguity leads to exclusion.

Essential Schema Nodes for AEO

Organization & Corporation

Defines legal entity name, founding date, founders, and authoritative social entity identifiers.

FAQPage

Directly maps high-intent commercial questions to explicit concise answers ingested into vector memory.

SoftwareApplication

Specifies feature sets, operating systems, pricing tiers, and rating citations for SaaS products.

Immediate Verification

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