AI Summary — Structured Data Audit

What this page is about
This report validates the JSON-LD structured data on every DermaGenome Clinical Knowledge Center page, confirming that Article, BreadcrumbList, FAQPage, HowTo, and DefinedTerm schemas are applied correctly and only where appropriate.
Who it is for
SEO engineers and developers responsible for structured data integrity.
What you will learn
Which schema types each page uses, validation status, and any issues with over-triggering or missing schemas.
What you can do next
Review flagged pages and fix schema type mismatches or missing required fields.

91

Pages Audited

91

Valid Pages

0

Issues Found

5

Schema Types

Clinical Knowledge Center Hub

/learn
CollectionPageHub page uses CollectionPage + BreadcrumbList.
BreadcrumbListHome → Learn breadcrumb.

Cluster / Pillar Pages

/learn/:clusterSlug
ArticlePillar content rendered as Article schema.
BreadcrumbListLearn → Cluster breadcrumb.
FAQPageFrom pillar FAQs (3 per cluster).
N/AHowToNot used — pillar pages are not step-by-step guides.

Article Pages — Schema Breakdown

ArticleArticleBread-crumbFAQHowToDefined-TermStatus
What Is Healthy Aging?Healthy AgingN/A
The Science of Skin AgingHealthy AgingN/A
Collagen and Elastin ExplainedHealthy AgingN/A
Sun Protection as Healthy AgingHealthy AgingN/A
Nutrition for Skin LongevityHealthy AgingN/A
Sleep and Skin RecoveryHealthy AgingN/A
Stress, Cortisol, and SkinHealthy AgingN/A
Building a Long-Term Skincare RoutineHealthy AgingYES
What Is a Skin Journey?Skin JourneyN/A
Tracking Progress Over TimeSkin JourneyN/A
Setting Realistic Skin GoalsSkin JourneyN/A
The Role of ConsistencySkin JourneyN/A
Understanding Skin CyclesSkin JourneyN/A
Before and After: Reading ChangesSkin JourneyN/A
When to Adjust Your RoutineSkin JourneyN/A
Working With a SpecialistSkin JourneyN/A
Understanding the Skin BarrierSkin Barrier & HydrationN/A
Signs of a Compromised BarrierSkin Barrier & HydrationN/A
Hydration vs. MoisturizationSkin Barrier & HydrationN/A
Key Hydrating IngredientsSkin Barrier & HydrationN/A
Ceramides and Barrier RepairSkin Barrier & HydrationN/A
Hyaluronic Acid ExplainedSkin Barrier & HydrationN/A
Seasonal Hydration StrategiesSkin Barrier & HydrationN/A
Gentle Cleansing FundamentalsSkin Barrier & HydrationN/A
Understanding WrinklesWrinkles & ElasticityN/A
Dynamic vs. Static LinesWrinkles & ElasticityN/A
What Affects ElasticityWrinkles & ElasticityN/A
Retinoids and RenewalWrinkles & ElasticityN/A
Peptides for FirmnessWrinkles & ElasticityN/A
Sun Damage and LinesWrinkles & ElasticityN/A
Facial Exercises and TensionWrinkles & ElasticityN/A
Preventive Habits for FirmnessWrinkles & ElasticityN/A
Understanding HyperpigmentationHyperpigmentation & RadianceN/A
Types of PigmentationHyperpigmentation & RadianceN/A
Vitamin C and BrighteningHyperpigmentation & RadianceN/A
Niacinamide for Even ToneHyperpigmentation & RadianceN/A
Exfoliation and RadianceHyperpigmentation & RadianceN/A
Sun Protection for PigmentationHyperpigmentation & RadianceN/A
Post-Blemish MarksHyperpigmentation & RadianceN/A
Building a Brightening RoutineHyperpigmentation & RadianceYES
What Is Personalized Skincare?Personalized SkincareN/A
Knowing Your Skin TypePersonalized SkincareN/A
Layering Products CorrectlyPersonalized SkincareYES
Reading Ingredient ListsPersonalized SkincareN/A
Patch Testing New ProductsPersonalized SkincareYES
Building a Morning RoutinePersonalized SkincareYES
Building an Evening RoutinePersonalized SkincareYES
Adapting to Seasonal ChangesPersonalized SkincareYES
What Is Product Intelligence?Product IntelligenceN/A
Understanding Ingredient CompatibilityProduct IntelligenceN/A
Reading Product LabelsProduct IntelligenceN/A
Active Ingredients ExplainedProduct IntelligenceN/A
Concentration and FormulationProduct IntelligenceN/A
Product Pairing Do’s and Don’tsProduct IntelligenceN/A
Evaluating Product ClaimsProduct IntelligenceN/A
Sustainable and Clean BeautyProduct IntelligenceN/A
Introduction to Korean BeautyKorean Beauty PhilosophyN/A
The Layered Routine PhilosophyKorean Beauty PhilosophyN/A
Hanbang and Traditional IngredientsKorean Beauty PhilosophyN/A
Glass Skin and Radiance CultureKorean Beauty PhilosophyN/A
Korean Sun Protection StandardsKorean Beauty PhilosophyN/A
Essence and Ampoule DifferencesKorean Beauty PhilosophyN/A
Sheet Masks and Their RoleKorean Beauty PhilosophyN/A
The Preventive MindsetKorean Beauty PhilosophyN/A
What Is AI Skin Intelligence?AI Skin IntelligenceN/A
How AI Reads Visible Skin PatternsAI Skin IntelligenceN/A
Understanding Beauty ScoreAI Skin IntelligenceN/A
The Skin Genome ConceptAI Skin IntelligenceN/A
AI vs. Specialist AnalysisAI Skin IntelligenceN/A
Limitations of AI AnalysisAI Skin IntelligenceN/A
Data Privacy in AI SkincareAI Skin IntelligenceN/A
The Future of AI Skin AnalysisAI Skin IntelligenceN/A
What Is the Beauty Studio?Beauty StudioN/A
Facial Harmony ConceptsBeauty StudioN/A
Skin Analysis ToolsBeauty StudioN/A
Transformation VisualizationBeauty StudioN/A
Progress Tracking ToolsBeauty StudioN/A
Wellness FeaturesBeauty StudioN/A
Combining AI and Specialist ToolsBeauty StudioN/A
Getting Started With Beauty StudioBeauty StudioYES

Validation Rules

  • Article — always present on article and pillar pages. Includes headline, description, datePublished, dateModified, author, publisher.
  • BreadcrumbList — always present. Home → Learn → Cluster → Article hierarchy.
  • FAQPage — present when FAQs exist or are auto-generated from sections. Minimum 1 Q&A pair.
  • HowTo — only on genuinely instructional articles (title starts with "How to", "Building", "Layering", etc.) with 2+ step-like sections. Not on definitional or conceptual articles.
  • DefinedTermSet — present when semantic entities are detected in article text. Uses @id for entity identification (no non-standard termCode).
Trust & Transparency

Why You Can Trust DermaGenome

We hold ourselves to the highest standards of expertise, accuracy, and transparency. Here is exactly who we are, how we work, and what protections are in place for you.

DermaGenome is a digital healthy aging and skin transformation platform. We combine AI-assisted skin analysis, Korean beauty intelligence, and licensed specialist guidance to help members understand their skin and follow a structured Skin Journey — not to diagnose or treat medical conditions.

Learn more about DermaGenome →

Our Principles

The Values Behind Every Recommendation

Education Over Diagnosis

We provide skin wellness education and informational insights — not medical diagnoses. Our content empowers you to make informed decisions alongside qualified professionals.

Healthy Aging Focus

Our philosophy centers on healthy aging — supporting skin vitality, resilience, and confidence at every life stage through evidence-informed practices.

Personalized Guidance

No two skin journeys are alike. We use individual data points — from skin type to lifestyle factors — to tailor recommendations to your unique profile.

AI-Assisted Recommendations

DermaGenome Skin Intelligence augments human expertise with data-driven insights. AI supports, but never replaces, the specialist review that grounds every recommendation.

Human-Centered Design

Every feature is built around real people and real outcomes. We prioritize clarity, accessibility, and genuine transformation over vanity metrics.

Privacy-First Philosophy

Your data is yours. Skin photos are encrypted, never sold, and used solely for your personal analysis. You control access and can request deletion at any time.

Educational Disclaimer

This platform provides educational and informational insights only. It does not provide medical advice, diagnosis, or treatment.

Read full disclaimer →
Last updated: July 2026
Author: DermaGenome Editorial Team
Publisher: Agentive Systems LLC

Before you continue — important notice

DermaGenome provides AI-assisted skincare guidance reviewed by licensed specialists. By using this platform you agree to our terms and acknowledge the following:

Not a substitute for medical advice or diagnosis
Photos processed by AI for skincare analysis only
Specialist recommendations are professional opinions, not prescriptions
Data retained per our Privacy Policy — delete anytime in Settings