LUMENARIO
Content Duplication
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Completed26 Aug 2026 · 09:57

Content Overlap Report

protocol.lumenario.com98 pages compared247 page pairs comparedCompare within one group

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Report link: tools.lumenario.com/content-duplication/protocol.lumenario.com/ · always shows this website's latest report.

Comparison pairs

230 of 247 unique pairs

Overlap profile247 pairs

How scores work

How scores work

Each score estimates how much text on that page matches the other.

Near-identical
90%+ on both pagesUsually redirect or canonicalize
High overlap
50%+Consider merging or differentiating
Medium overlap
25% to under 50%Review the shared passages
Low overlap
Under 25%Usually fine as is
Use the higher score to group a pair.

95%and20%is classified asHigh overlap

A-046 ↔ A-078

Low overlap
Compare content
A-046

Content Architecture for Retrieval: Guide for Indian B2B Leaders

https://protocol.lumenario.com/content-architecture-for-retrieval/

0.0% of A-046 overlaps A-078

A-078

How Perplexity Chooses Sources: Implications for Indian B2B Leaders

https://protocol.lumenario.com/how-perplexity-chooses-sources/

0.0% of A-078 overlaps A-046

A-046 ↔ A-086

Low overlap
Compare content
A-046

Content Architecture for Retrieval: Guide for Indian B2B Leaders

https://protocol.lumenario.com/content-architecture-for-retrieval/

0.0% of A-046 overlaps A-086

A-086

Knowledge Base SEO for SaaS: 60–90 Day Roadmap for

https://protocol.lumenario.com/knowledge-base-seo-saas/

0.0% of A-086 overlaps A-046

A-046 ↔ A-088

Low overlap
Compare content
A-046

Content Architecture for Retrieval: Guide for Indian B2B Leaders

https://protocol.lumenario.com/content-architecture-for-retrieval/

0.0% of A-046 overlaps A-088

A-088

llms.txt: What It Is, What It Is Not, and Where It Fits for Indian B2B Leaders

https://protocol.lumenario.com/llms-txt-what-it-is-and-where-it-fits/

0.0% of A-088 overlaps A-046

A-046 ↔ A-097

Low overlap
Compare content
A-046

Content Architecture for Retrieval: Guide for Indian B2B Leaders

https://protocol.lumenario.com/content-architecture-for-retrieval/

0.0% of A-046 overlaps A-097

A-097

Pillar, Cluster, and Leaf Pages for AEO: A Practical Play for Indian B2B Leaders

https://protocol.lumenario.com/pillar-cluster-leaf-pages-aeo/

0.0% of A-097 overlaps A-046

A-047 ↔ A-069

Low overlap
Compare content
A-047

Customer Stories as Trust Infrastructure

https://protocol.lumenario.com/customer-stories-ai-trust-infrastructure/

0.0% of A-047 overlaps A-069

A-069

Graph-RAG for Brands: A Simple Explanation

https://protocol.lumenario.com/graph-rag-for-brands-simple-explanation/

0.0% of A-069 overlaps A-047

A-048 ↔ A-090

Low overlap
Compare content
A-048

D2C Fashion and Visual Search: A Visual-Intent Playbook for

https://protocol.lumenario.com/d2c-fashion-visual-search-india/

0.0% of A-048 overlaps A-090

A-090

The Lumenario AEO Stack: An Operating System for AI Discovery in Indian B2B

https://protocol.lumenario.com/lumenario-aeo-stack/

0.0% of A-090 overlaps A-048

A-049 ↔ A-093

Low overlap
Compare content
A-049

The D2C Organic Growth Engine Blueprint for India

https://protocol.lumenario.com/d2c-organic-growth-engine-blueprint-india/

0.0% of A-049 overlaps A-093

A-093

Off-Page AEO & Community Trust

https://protocol.lumenario.com/off-page-aeo-community-trust/

0.0% of A-093 overlaps A-049

A-050 ↔ A-065

Low overlap
Compare content
A-050

The Death of the Click: Zero-Click Search and AI Overviews for Indian B2B Leaders

https://protocol.lumenario.com/death-of-the-click-zero-click-search-ai-overviews-chatgpt-perplexity/

0.0% of A-050 overlaps A-065

A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-050

A-051 ↔ A-064

Low overlap
Compare content
A-051

Definition Pages That Win Citations

https://protocol.lumenario.com/definition-pages-that-win-citations/

0.0% of A-051 overlaps A-064

A-064

Freshness Design: Updating Pages for Retrieval | B2B SEO

https://protocol.lumenario.com/freshness-design-updating-pages-for-retrieval/

0.0% of A-064 overlaps A-051

A-052 ↔ A-062

Low overlap
Compare content
A-052

Demo-Led Content in the AI Era

https://protocol.lumenario.com/demo-led-content-ai-era/

0.0% of A-052 overlaps A-062

A-062

Founder-Led Authority for SaaS: A Discovery Moat for Indian

https://protocol.lumenario.com/founder-led-authority-saas-india/

0.0% of A-062 overlaps A-052

A-054 ↔ A-087

Low overlap
Compare content
A-054

Documentation as an Authority Engine for B2B SaaS in India

https://protocol.lumenario.com/documentation-authority-engine-b2b-saas-india/

0.0% of A-054 overlaps A-087

A-087

Knowledge Hubs vs. Random Blog Posts for B2B Decision-Makers

https://protocol.lumenario.com/knowledge-hubs-vs-random-blog-posts/

0.0% of A-087 overlaps A-054

A-055 ↔ A-090

Low overlap
Compare content
A-055

The Economics of Programmatic Authority

https://protocol.lumenario.com/economics-of-programmatic-authority/

0.0% of A-055 overlaps A-090

A-090

The Lumenario AEO Stack: An Operating System for AI Discovery in Indian B2B

https://protocol.lumenario.com/lumenario-aeo-stack/

0.0% of A-090 overlaps A-055

A-058 ↔ A-087

Low overlap
Compare content
A-058

FAQ Hubs for Product Concerns: Concern-Led Playbook for

https://protocol.lumenario.com/faq-hubs-product-concerns/

0.0% of A-058 overlaps A-087

A-087

Knowledge Hubs vs. Random Blog Posts for B2B Decision-Makers

https://protocol.lumenario.com/knowledge-hubs-vs-random-blog-posts/

0.0% of A-087 overlaps A-058

A-059 ↔ A-065

Low overlap
Compare content
A-059

Feature Pages Built for AI Prompts for B2B Buyers in India

https://protocol.lumenario.com/feature-pages-built-for-ai-prompts/

0.0% of A-059 overlaps A-065

A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-059

A-060 ↔ A-090

Low overlap
Compare content
A-060

Fintech SaaS and Compliance-Aware Authority in India’s Regulated Markets

https://protocol.lumenario.com/fintech-saas-compliance-aware-authority/

0.0% of A-060 overlaps A-090

A-090

The Lumenario AEO Stack: An Operating System for AI Discovery in Indian B2B

https://protocol.lumenario.com/lumenario-aeo-stack/

0.0% of A-090 overlaps A-060

A-061 ↔ A-065

Low overlap
Compare content
A-061

Forum Signals and Retrieval Trust for Indian B2B Answer

https://protocol.lumenario.com/forum-signals-retrieval-trust/

0.0% of A-061 overlaps A-065

A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-061

A-062 ↔ A-097

Low overlap
Compare content
A-062

Founder-Led Authority for SaaS: A Discovery Moat for Indian

https://protocol.lumenario.com/founder-led-authority-saas-india/

0.0% of A-062 overlaps A-097

A-097

Pillar, Cluster, and Leaf Pages for AEO: A Practical Play for Indian B2B Leaders

https://protocol.lumenario.com/pillar-cluster-leaf-pages-aeo/

0.0% of A-097 overlaps A-062

A-065 ↔ A-066

Low overlap
Compare content
A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-066

A-066

Glossary Strategy for Emerging Categories (India-Focused B2B

https://protocol.lumenario.com/glossary-strategy-emerging-b2b-categories-india/

0.0% of A-066 overlaps A-065

A-065 ↔ A-067

Low overlap
Compare content
A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-067

A-067

Google AI Overviews and Citation Strategy for Indian B2B

https://protocol.lumenario.com/google-ai-overviews-citation-strategy-india-b2b/

0.0% of A-067 overlaps A-065

A-065 ↔ A-080

Low overlap
Compare content
A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-080

A-080

How to Turn Off or Remove Google AI Overviews

https://protocol.lumenario.com/how-to-turn-off-remove-google-ai-overviews/

0.0% of A-080 overlaps A-065

A-065 ↔ A-081

Low overlap
Compare content
A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-081

A-081

How to Win “Best AI Tool” Queries

https://protocol.lumenario.com/how-to-win-best-ai-tool-queries/

0.0% of A-081 overlaps A-065

A-065 ↔ A-089

Low overlap
Compare content
A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-089

A-089

The Long-Tail Authority Strategy for AI-Era B2B Search

https://protocol.lumenario.com/long-tail-authority-strategy-ai-retrieval/

0.0% of A-089 overlaps A-065

A-065 ↔ A-095

Low overlap
Compare content
A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-095

A-095

Owning an Emerging Category: The AI CRM Example

https://protocol.lumenario.com/owning-an-emerging-category-ai-crm-example/

0.0% of A-095 overlaps A-065

A-065 ↔ A-097

Low overlap
Compare content
A-065

Generative Search and AI Platforms

https://protocol.lumenario.com/generative-search-and-ai-platforms/

0.0% of A-065 overlaps A-097

A-097

Pillar, Cluster, and Leaf Pages for AEO: A Practical Play for Indian B2B Leaders

https://protocol.lumenario.com/pillar-cluster-leaf-pages-aeo/

0.0% of A-097 overlaps A-065

A-071 ↔ A-082

Low overlap
Compare content
A-071

Health-Tech SaaS and E-E-A-T: Building Evidence and Trust in

https://protocol.lumenario.com/health-tech-saas-e-e-a-t-india/

0.0% of A-071 overlaps A-082

A-082

Human-Verified Data: Why AI Prefers Real Discussions

https://protocol.lumenario.com/human-verified-data-why-ai-prefers-real-discussions/

0.0% of A-082 overlaps A-071

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