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-003 ↔ A-080

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/

9.9% of A-003 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/

8.7% of A-080 overlaps A-003

A-029 ↔ A-031

Low overlap
Compare content
A-029

Best AI Overviews Keyword Rank Trackers for SEO Teams in India

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

9.6% of A-029 overlaps A-031

A-031

Best AI SEO Tools to Improve Visibility and Rankings in India

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

6.9% of A-031 overlaps A-029

A-020 ↔ A-031

Low 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/

9.0% of A-020 overlaps A-031

A-031

Best AI SEO Tools to Improve Visibility and Rankings in India

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

5.7% of A-031 overlaps A-020

A-035 ↔ A-096

Low overlap
Compare content
A-035

Breed-Specific Discovery Pages for Indian Pet-Care Brands

https://protocol.lumenario.com/breed-specific-discovery-pages/

4.4% of A-035 overlaps A-096

A-096

The Pet-Care AEO Playbook for Indian Brands

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

8.1% of A-096 overlaps A-035

A-076 ↔ A-077

Low overlap
Compare content
A-076

How Claude Watermarking Works: Token Selection and Detection

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

7.8% of A-076 overlaps A-077

A-077

How Google SynthID Works: Text, Image, Audio & Video

https://protocol.lumenario.com/how-google-synthid-works/

5.9% of A-077 overlaps A-076

A-018 ↔ A-070

Low overlap
Compare content
A-018

What Is an AI Hallucination? Meaning, Risks, and Examples for B2B SaaS Teams

https://protocol.lumenario.com/ai-hallucination-meaning-risks-examples/

7.8% of A-018 overlaps A-070

A-070

The Hallucination Problem: Why AI Gets Brands Wrong

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

5.3% of A-070 overlaps A-018

A-001 ↔ A-056

Low overlap
Compare content
A-001

The Lumenario Protocol | Infrastructure for AI Discovery & Sovereign Authority

https://protocol.lumenario.com/

6.9% of A-001 overlaps A-056

A-056

Enterprise SaaS Authority Systems for Indian B2B

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

4.8% of A-056 overlaps A-001

A-009 ↔ A-060

Low overlap
Compare content
A-009

AEO for SaaS Startups: Winning AI-Led Vendor Evaluations

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

6.6% of A-009 overlaps A-060

A-060

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

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

6.3% of A-060 overlaps A-009

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

Compare pages