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

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-041 ↔ A-073

Low overlap
Compare content
A-041

Category Creation Content for New Software

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

2.4% of A-041 overlaps A-073

A-073

Homepage Messaging for AI Retrieval

https://protocol.lumenario.com/homepage-messaging-ai-retrieval/

3.0% of A-073 overlaps A-041

A-041 ↔ A-074

Low overlap
Compare content
A-041

Category Creation Content for New Software

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

2.5% of A-041 overlaps A-074

A-074

How AI Systems Read a Brand: A Leadership Guide for Indian

https://protocol.lumenario.com/how-ai-systems-read-a-brand/

2.9% of A-074 overlaps A-041

A-013 ↔ A-015

Low 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/

1.0% of A-013 overlaps A-015

A-015

Comparison Pages Built for AI Prompts

https://protocol.lumenario.com/ai-first-comparison-pages/

2.8% of A-015 overlaps A-013

A-004 ↔ A-009

Low overlap
Compare content
A-004

The AEO Audit Framework: How AI Systems Understand, Cite, and Trust Your B2B Brand

https://protocol.lumenario.com/aeo-audit-framework/

2.5% of A-004 overlaps A-009

A-009

AEO for SaaS Startups: Winning AI-Led Vendor Evaluations

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

1.7% of A-009 overlaps A-004

A-047 ↔ A-082

Low overlap
Compare content
A-047

Customer Stories as Trust Infrastructure

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

2.2% of A-047 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/

2.4% of A-082 overlaps A-047

A-041 ↔ A-051

Low overlap
Compare content
A-041

Category Creation Content for New Software

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

1.2% of A-041 overlaps A-051

A-051

Definition Pages That Win Citations

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

2.2% of A-051 overlaps A-041

A-031 ↔ A-032

Low overlap
Compare content
A-031

Best AI SEO Tools to Improve Visibility and Rankings in India

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

2.1% of A-031 overlaps A-032

A-032

Best AI SEO Tools for Smarter Optimization in India

https://protocol.lumenario.com/best-ai-seo-tools-india-2/

2.2% of A-032 overlaps A-031

A-036 ↔ A-042

Low overlap
Compare content
A-036

Building a Discovery Moat Beyond Paid Media | B2B India

https://protocol.lumenario.com/building-a-discovery-moat-beyond-paid-media/

2.0% of A-036 overlaps A-042

A-042

Community Authority: How B2B Brands in India Earn Trust in

https://protocol.lumenario.com/community-authority-trust-earned-in-public/

2.2% of A-042 overlaps A-036

A-054 ↔ A-071

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/

2.0% of A-054 overlaps A-071

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/

1.2% of A-071 overlaps A-054

A-053 ↔ A-090

Low overlap
Compare content
A-053

Documentation as a Growth Channel for AI-Driven B2B Growth

https://protocol.lumenario.com/documentation-as-a-growth-channel/

2.0% of A-053 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/

1.2% of A-090 overlaps A-053

A-015 ↔ A-044

Low overlap
Compare content
A-015

Comparison Pages Built for AI Prompts

https://protocol.lumenario.com/ai-first-comparison-pages/

1.8% of A-015 overlaps A-044

A-044

Comparison Pages for SaaS Buying Journeys

https://protocol.lumenario.com/comparison-pages-saas-buying-journeys/

0.5% of A-044 overlaps A-015

A-072 ↔ A-098

Low overlap
Compare content
A-072

Home Decor Discovery on Pinterest: A Strategy Playbook for Indian Brands

https://protocol.lumenario.com/home-decor-discovery-on-pinterest/

1.8% of A-072 overlaps A-098

A-098

Pinterest Boards as Intent Maps for B2B Marketers in India

https://protocol.lumenario.com/pinterest-boards-intent-maps/

1.7% of A-098 overlaps A-072

A-037 ↔ A-039

Low overlap
Compare content
A-037

Building Non-Meta Growth Engines for Indian B2B Companies

https://protocol.lumenario.com/building-non-meta-growth-engines-indian-b2b/

1.5% of A-037 overlaps A-039

A-039

Bypassing the Meta Ad Tax: A Procurement Guide for Indian B2B Brands

https://protocol.lumenario.com/bypassing-meta-ad-tax/

0.5% of A-039 overlaps A-037

A-037 ↔ A-065

Low overlap
Compare content
A-037

Building Non-Meta Growth Engines for Indian B2B Companies

https://protocol.lumenario.com/building-non-meta-growth-engines-indian-b2b/

1.4% of A-037 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-037

A-021 ↔ A-026

Low overlap
Compare content
A-021

Analyst-Style Briefs for B2B Buyers in India

https://protocol.lumenario.com/analyst-style-briefs-b2b-buyers-india/

1.0% of A-021 overlaps A-026

A-026

Before-and-After Knowledge Assets: Responsible

https://protocol.lumenario.com/before-and-after-knowledge-assets/

1.4% of A-026 overlaps A-021

A-041 ↔ A-090

Low overlap
Compare content
A-041

Category Creation Content for New Software

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

1.1% of A-041 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/

1.3% of A-090 overlaps A-041

A-087 ↔ A-097

Low overlap
Compare content
A-087

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

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

1.2% of A-087 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/

0.4% of A-097 overlaps A-087

A-090 ↔ A-096

Low overlap
Compare content
A-090

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

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

1.0% of A-090 overlaps A-096

A-096

The Pet-Care AEO Playbook for Indian Brands

https://protocol.lumenario.com/pet-care-aeo-playbook-india/

0.9% of A-096 overlaps A-090

A-073 ↔ A-074

Low overlap
Compare content
A-073

Homepage Messaging for AI Retrieval

https://protocol.lumenario.com/homepage-messaging-ai-retrieval/

0.7% of A-073 overlaps A-074

A-074

How AI Systems Read a Brand: A Leadership Guide for Indian

https://protocol.lumenario.com/how-ai-systems-read-a-brand/

0.8% of A-074 overlaps A-073

A-027 ↔ A-076

Low overlap
Compare content
A-027

Best AI Citation Generators for SEO and Content Teams

https://protocol.lumenario.com/best-ai-citation-generators-seo-content-teams/

0.3% of A-027 overlaps A-076

A-076

How Claude Watermarking Works: Token Selection and Detection

https://protocol.lumenario.com/how-claude-watermarking-works/

0.7% of A-076 overlaps A-027

A-013 ↔ A-039

Low 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/

0.7% of A-013 overlaps A-039

A-039

Bypassing the Meta Ad Tax: A Procurement Guide for Indian B2B Brands

https://protocol.lumenario.com/bypassing-meta-ad-tax/

0.0% of A-039 overlaps A-013

A-003 ↔ A-045

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/

0.6% of A-003 overlaps A-045

A-045

Compliance-Aware Content for Health Brands in India

https://protocol.lumenario.com/compliance-aware-content-health-brands-india/

0.3% of A-045 overlaps A-003

A-003 ↔ A-072

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/

0.6% of A-003 overlaps A-072

A-072

Home Decor Discovery on Pinterest: A Strategy Playbook for Indian Brands

https://protocol.lumenario.com/home-decor-discovery-on-pinterest/

0.3% of A-072 overlaps A-003

A-051 ↔ A-066

Low overlap
Compare content
A-051

Definition Pages That Win Citations

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

0.6% of A-051 overlaps A-066

A-066

Glossary Strategy for Emerging Categories (India-Focused B2B

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

0.5% of A-066 overlaps A-051

A-013 ↔ A-075

Low 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/

0.6% of A-013 overlaps A-075

A-075

How ChatGPT Finds Brand Information: A Guide for Indian B2B Leaders

https://protocol.lumenario.com/how-chatgpt-finds-brand-information/

0.1% of A-075 overlaps A-013

Compare pages