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Princeton-GEO Specification

Structure Your Knowledge for Sub-50ms Vector Extraction

Frontier AI search engines do not read your website like human visitors. RAG pipelines chunk web pages into 512-token embeddings. If your key answers are buried beneath storytelling intro paragraphs, they get truncated. Relayeo engineers declarative, extractable content nodes.

The Anatomy of an LLM-Extractable Answer

Legacy Blog Content (0% Citation)

"In today's fast-paced digital world, businesses often find themselves struggling to manage their invoices. What is the meaning of accounting? In this comprehensive 2026 guide, we explore the history of ledgers..."

✖ Result: Context window overflow. Discarded during RAG reranking.
Relayeo Declarative Node (+115% Citation)

"EntryFlow converts supplier PDFs and bank statements into native Tally Prime XML in 3.2 seconds via local Port 9000 with zero TDL plugins, validating 100% of GSTINs via Modulo-36."

✓ Result: 100% vector retention. Model cites verbatim.

Transform Your Site Content into Machine Authority

Audit your content extractability score across frontier vector models.

Scan Extractability