Content Duplication
All comparisons
Completed26 Aug 2026 · 09:57

Content Overlap Report

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

Comparison pairs

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-011 ↔ A-023

High overlap
Compare content
A-011

AEO Fundamentals

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

13.5% of A-011 overlaps A-023

A-023

All articles

https://protocol.lumenario.com/articles/

100.0% of A-023 overlaps A-011

A-001 ↔ A-023

High overlap
Compare content
A-001

The Lumenario Protocol | Infrastructure for AI Discovery & Sovereign Authority

https://protocol.lumenario.com/

6.8% of A-001 overlaps A-023

A-023

All articles

https://protocol.lumenario.com/articles/

93.0% of A-023 overlaps A-001

A-005 ↔ A-097

High overlap
Compare content
A-005

AEO Content Strategy and Architecture

https://protocol.lumenario.com/aeo-content-strategy-and-architecture/

82.1% of A-005 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/

1.2% of A-097 overlaps A-005

A-013 ↔ A-023

High overlap
Compare content
A-013

Agentic SEO vs. Traditional SEO: How Indian B2B Leaders Should Rebalance Search Strategy

https://protocol.lumenario.com/agentic-seo-vs-traditional-seo/

0.5% of A-013 overlaps A-023

A-023

All articles

https://protocol.lumenario.com/articles/

80.5% of A-023 overlaps A-013

A-008 ↔ A-022

High overlap
Compare content
A-008

AEO for SAAS firms

https://protocol.lumenario.com/aeo-for-saas-firms/

57.7% of A-008 overlaps A-022

A-022

What Is Answer Engine Optimization (AEO)? A Simple Guide for Everyday Searchers

https://protocol.lumenario.com/answer-engine-optimization-aeo/

1.4% of A-022 overlaps A-008

A-008 ↔ A-011

High overlap
Compare content
A-008

AEO for SAAS firms

https://protocol.lumenario.com/aeo-for-saas-firms/

56.5% of A-008 overlaps A-011

A-011

AEO Fundamentals

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

10.5% of A-011 overlaps A-008

A-001 ↔ A-013

High overlap
Compare content
A-001

The Lumenario Protocol | Infrastructure for AI Discovery & Sovereign Authority

https://protocol.lumenario.com/

50.5% of A-001 overlaps A-013

A-013

Agentic SEO vs. Traditional SEO: How Indian B2B Leaders Should Rebalance Search Strategy

https://protocol.lumenario.com/agentic-seo-vs-traditional-seo/

6.1% of A-013 overlaps A-001

A-005 ↔ A-065

Medium overlap
Compare content
A-005

AEO Content Strategy and Architecture

https://protocol.lumenario.com/aeo-content-strategy-and-architecture/

44.6% of A-005 overlaps A-065

A-065

Generative Search and AI Platforms

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

38.9% of A-065 overlaps A-005

A-005 ↔ A-011

Medium overlap
Compare content
A-005

AEO Content Strategy and Architecture

https://protocol.lumenario.com/aeo-content-strategy-and-architecture/

43.8% of A-005 overlaps A-011

A-011

AEO Fundamentals

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

11.0% of A-011 overlaps A-005

A-005 ↔ A-048

Medium overlap
Compare content
A-005

AEO Content Strategy and Architecture

https://protocol.lumenario.com/aeo-content-strategy-and-architecture/

42.3% of A-005 overlaps A-048

A-048

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

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

1.1% of A-048 overlaps A-005

A-005 ↔ A-041

Medium overlap
Compare content
A-005

AEO Content Strategy and Architecture

https://protocol.lumenario.com/aeo-content-strategy-and-architecture/

41.1% of A-005 overlaps A-041

A-041

Category Creation Content for New Software

https://protocol.lumenario.com/category-creation-content-new-software/

1.4% of A-041 overlaps A-005

A-028 ↔ A-065

Medium overlap
Compare content
A-028

Best AI Mode SEO Tracking Tools for B2B SaaS

https://protocol.lumenario.com/best-ai-mode-seo-tracking-tools-india/

2.3% of A-028 overlaps A-065

A-065

Generative Search and AI Platforms

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

39.8% of A-065 overlaps A-028

A-020 ↔ A-065

Medium overlap
Compare content
A-020

Best AI Overviews Rank Tracking Tools for SaaS SEO Teams in India

https://protocol.lumenario.com/ai-overviews-rank-tracking-tools/

1.5% of A-020 overlaps A-065

A-065

Generative Search and AI Platforms

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

29.4% of A-065 overlaps A-020

A-065 ↔ A-068

Medium overlap
Compare content
A-065

Generative Search and AI Platforms

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

29.3% of A-065 overlaps A-068

A-068

Google AI Overviews and Publisher Traffic: 2024–2025 Study

https://protocol.lumenario.com/google-ai-overviews-publisher-traffic-impact-india-study/

1.0% of A-068 overlaps A-065

A-030 ↔ A-065

Medium overlap
Compare content
A-030

Best AI Overviews Tracking Tools for SEO Teams in India

https://protocol.lumenario.com/best-ai-overviews-tracking-tools/

2.3% of A-030 overlaps A-065

A-065

Generative Search and AI Platforms

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

28.7% of A-065 overlaps A-030

A-003 ↔ A-028

Medium overlap
Compare content
A-003

Ads in Google AI Overviews: PPC and SEO Guide

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

26.3% of A-003 overlaps A-028

A-028

Best AI Mode SEO Tracking Tools for B2B SaaS

https://protocol.lumenario.com/best-ai-mode-seo-tracking-tools-india/

5.0% of A-028 overlaps A-003

A-012 ↔ A-065

Medium overlap
Compare content
A-012

AEO page Blueprints

https://protocol.lumenario.com/aeo-page-blueprints/

18.7% of A-012 overlaps A-065

A-065

Generative Search and AI Platforms

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

25.6% of A-065 overlaps A-012

A-048 ↔ A-065

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/

1.0% of A-048 overlaps A-065

A-065

Generative Search and AI Platforms

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

24.9% of A-065 overlaps A-048

A-001 ↔ A-011

Low overlap
Compare content
A-001

The Lumenario Protocol | Infrastructure for AI Discovery & Sovereign Authority

https://protocol.lumenario.com/

14.1% of A-001 overlaps A-011

A-011

AEO Fundamentals

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

24.9% of A-011 overlaps A-001

A-008 ↔ A-009

Low overlap
Compare content
A-008

AEO for SAAS firms

https://protocol.lumenario.com/aeo-for-saas-firms/

24.4% of A-008 overlaps A-009

A-009

AEO for SaaS Startups: Winning AI-Led Vendor Evaluations

https://protocol.lumenario.com/aeo-for-saas-startups/

1.6% of A-009 overlaps A-008

A-003 ↔ A-079

Low overlap
Compare content
A-003

Ads in Google AI Overviews: PPC and SEO Guide

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

19.7% of A-003 overlaps A-079

A-079

How to Rank in AI Overviews: SaaS SEO Guide

https://protocol.lumenario.com/how-to-rank-in-ai-overviews/

18.6% of A-079 overlaps A-003

A-003 ↔ A-094

Low overlap
Compare content
A-003

Ads in Google AI Overviews: PPC and SEO Guide

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

19.1% of A-003 overlaps A-094

A-094

How to Optimize for Google AI Overviews

https://protocol.lumenario.com/optimize-google-ai-overviews-b2b-saas/

11.9% of A-094 overlaps A-003

A-014 ↔ A-019

Low overlap
Compare content
A-014

AI Citation Tools for Accurate Referencing

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

19.0% of A-014 overlaps A-019

A-019

AI MLA Citation Generator for Source Formatting

https://protocol.lumenario.com/ai-mla-citation-generator-source-formatting/

17.0% of A-019 overlaps A-014

A-079 ↔ A-094

Low overlap
Compare content
A-079

How to Rank in AI Overviews: SaaS SEO Guide

https://protocol.lumenario.com/how-to-rank-in-ai-overviews/

18.8% of A-079 overlaps A-094

A-094

How to Optimize for Google AI Overviews

https://protocol.lumenario.com/optimize-google-ai-overviews-b2b-saas/

13.4% of A-094 overlaps A-079

A-028 ↔ A-033

Low overlap
Compare content
A-028

Best AI Mode SEO Tracking Tools for B2B SaaS

https://protocol.lumenario.com/best-ai-mode-seo-tracking-tools-india/

4.2% of A-028 overlaps A-033

A-033

Best AEO Platforms for AI Visibility

https://protocol.lumenario.com/best-answer-engine-optimization-platforms-ai-visibility/

17.5% of A-033 overlaps A-028

Compare pages