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-028 ↔ A-094

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/

2.7% of A-028 overlaps A-094

A-094

How to Optimize for Google AI Overviews

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

6.5% of A-094 overlaps A-028

A-028 ↔ A-029

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/

3.9% of A-028 overlaps A-029

A-029

Best AI Overviews Keyword Rank Trackers for SEO Teams in India

https://protocol.lumenario.com/best-ai-overviews-keyword-rank-trackers/

6.5% of A-029 overlaps A-028

A-001 ↔ A-055

Low overlap
Compare content
A-001

The Lumenario Protocol | Infrastructure for AI Discovery & Sovereign Authority

https://protocol.lumenario.com/

6.5% of A-001 overlaps A-055

A-055

The Economics of Programmatic Authority

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

2.9% of A-055 overlaps A-001

A-001 ↔ A-085

Low overlap
Compare content
A-001

The Lumenario Protocol | Infrastructure for AI Discovery & Sovereign Authority

https://protocol.lumenario.com/

6.4% of A-001 overlaps A-085

A-085

Integration Pages as Discovery Assets for Indian B2B SaaS

https://protocol.lumenario.com/integration-pages-discovery-assets/

2.2% of A-085 overlaps A-001

A-003 ↔ A-068

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/

6.3% of A-003 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/

0.8% of A-068 overlaps A-003

A-024 ↔ A-039

Low overlap
Compare content
A-024

Baby-Care Milestone Content for Indian Brands: Trust and Discovery Across the First 1,000 Days

https://protocol.lumenario.com/baby-care-milestone-content/

6.2% of A-024 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/

2.1% of A-039 overlaps A-024

A-028 ↔ A-068

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/

3.1% of A-028 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/

5.4% of A-068 overlaps A-028

A-057 ↔ A-091

Low overlap
Compare content
A-057

Entity-Based Discovery: Why Keywords Are No Longer Enough

https://protocol.lumenario.com/entity-based-discovery-keywords-no-longer-enough/

3.9% of A-057 overlaps A-091

A-091

Machine-Readable Brands: The New Visibility Layer

https://protocol.lumenario.com/machine-readable-brands-visibility-layer/

5.3% of A-091 overlaps A-057

A-047 ↔ A-070

Low overlap
Compare content
A-047

Customer Stories as Trust Infrastructure

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

4.3% of A-047 overlaps A-070

A-070

The Hallucination Problem: Why AI Gets Brands Wrong

https://protocol.lumenario.com/hallucination-problem-why-ai-gets-brands-wrong/

4.0% of A-070 overlaps A-047

A-038 ↔ A-056

Low overlap
Compare content
A-038

Building a Retrieval-Ready Content Ops System

https://protocol.lumenario.com/building-retrieval-ready-content-ops-system/

0.0% of A-038 overlaps A-056

A-056

Enterprise SaaS Authority Systems for Indian B2B

https://protocol.lumenario.com/enterprise-saas-authority-systems-india/

4.3% of A-056 overlaps A-038

A-007 ↔ A-084

Low overlap
Compare content
A-007

AEO for D2C Skincare Brands in India: Ingredient, Routine & Concern Playbook

https://protocol.lumenario.com/aeo-for-d2c-skincare-brands-india/

2.1% of A-007 overlaps A-084

A-084

Ingredient-Led Skincare Content: Practical Playbook for Indian Brands

https://protocol.lumenario.com/ingredient-led-content-for-skincare-india/

4.1% of A-084 overlaps A-007

A-016 ↔ A-047

Low overlap
Compare content
A-016

AI-Friendly UGC Strategy: Make Customer Proof Work for AI

https://protocol.lumenario.com/ai-friendly-ugc-strategy/

3.9% of A-016 overlaps A-047

A-047

Customer Stories as Trust Infrastructure

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

3.2% of A-047 overlaps A-016

A-058 ↔ A-086

Low overlap
Compare content
A-058

FAQ Hubs for Product Concerns: Concern-Led Playbook for

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

0.9% of A-058 overlaps A-086

A-086

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

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

3.8% of A-086 overlaps A-058

A-034 ↔ A-091

Low overlap
Compare content
A-034

Brand Entities, Attributes, and Relationships for B2B Growth

https://protocol.lumenario.com/brand-entities-attributes-relationships/

1.7% of A-034 overlaps A-091

A-091

Machine-Readable Brands: The New Visibility Layer

https://protocol.lumenario.com/machine-readable-brands-visibility-layer/

3.7% of A-091 overlaps A-034

A-034 ↔ A-057

Low overlap
Compare content
A-034

Brand Entities, Attributes, and Relationships for B2B Growth

https://protocol.lumenario.com/brand-entities-attributes-relationships/

1.9% of A-034 overlaps A-057

A-057

Entity-Based Discovery: Why Keywords Are No Longer Enough

https://protocol.lumenario.com/entity-based-discovery-keywords-no-longer-enough/

3.7% of A-057 overlaps A-034

A-002 ↔ A-063

Low overlap
Compare content
A-002

Why Your About Page Is a Trust Layer for B2B Buyers and Algorithms

https://protocol.lumenario.com/about-page-trust-layer/

2.9% of A-002 overlaps A-063

A-063

Founder Pages, E-E-A-T, and B2B Trust in India

https://protocol.lumenario.com/founder-pages-eeat-signals/

3.3% of A-063 overlaps A-002

A-059 ↔ A-089

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/

1.2% of A-059 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/

3.0% of A-089 overlaps A-059

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

Compare pages