Content Duplication
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Low overlap

Page A-014

AI Citation Tools for Accurate Referencing

https://protocol.lumenario.com/ai-citation-tools-accurate-referencing/

13.3%

of A-014 overlaps A-003

Page A-003

Ads in Google AI Overviews: PPC and SEO Guide

https://protocol.lumenario.com/ads-google-ai-overviews-placement-seo-implications/

9.9%

of A-003 overlaps A-014

Matching passages

Paragraph match score 79.8%

Page A-014

Deterministic knowledge graph for AI discovery

A structured knowledge graph makes it easier for answer engines to find and correctly cite your most important documentation instead of relying on scattered web pages.

Page A-003

Deep GraphRAG knowledge graph

Lumenario’s deterministic Deep GraphRAG architecture transforms unindexed technical blogs and documentation into a machine-readable knowledge graph optimised for large language model traversal. When AI Overviews or other answer engines crawl your content, a structured graph makes it easier for them to surface accurate, high-signal snippets about your product instead of random blog fragments.