Read the complete page
Capture article content, full-page structure, links, images, metadata, and clean Markdown directly from the browser.
Explore webpage extraction →PRODUCT / KNOWLEDGE ARCHITECTURE
Rebuild your knowledge base
from the page up.
PageVero combines AI webpage extraction with a structured knowledge system. Pages become typed, traceable knowledge before indexing—giving semantic search and RAG retrieval better material to work with.
Extract meaning before you store text.
Most knowledge pipelines clean a document, split it into chunks, and hope similarity search finds the right fragment. PageVero adds a semantic extraction layer first.
Facts and opinions separated
Transform long-form content into compact, typed knowledge units instead of undifferentiated text fragments.
Explore fact extraction →Every claim stays traceable
Preserve source evidence and page context so compressed knowledge can still be checked and trusted.
A knowledge structure built for retrieval.
PageVero's retrieval architecture organizes meaning, source relationships, and knowledge types before search. The result is denser context and fewer low-value fragments competing for attention.
Beyond arbitrary chunks
Organize facts, opinions, evidence, and source context as meaningful units with explicit relationships.
Explore the AI knowledge base →Higher-signal recall
Use a purpose-built retrieval algorithm to surface focused knowledge for natural-language questions.
Answers from your sources
Ask, compare, and synthesize with focused context retrieved from your structured knowledge base.
Explore knowledge retrieval →Why page-level extraction changes RAG.
Knowledge pipelineChunk-first workflowPageVero
Before indexingClean text and split by lengthIdentify facts, opinions, evidence, and page meaning
Stored contextSimilar-sized text fragmentsTyped knowledge units linked to their source
Retrieval goalFind nearby textRecall the most useful knowledge
KNOWLEDGE BEYOND CHUNKS
Better retrieval starts
before embedding.
Extract high-signal knowledge from your next webpage.
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