Joseph Anady

Posted on May 24 • Originally published at thatdevpro.com

YMYL: when Google holds you to higher standards

#seo #googleseo #ymyl #codequality

Originally published at thatdevpro.com. Part of ThatDevPro's open SEO + AI framework library. ThatDevPro is an SDVOSB-certified veteran-owned web + AI engineering studio. Open-source AI citation toolkit: github.com/Janady13/aio-surfaces.

Your Money or Your Life — Content Sensitivity Classification & High-Stakes Quality Standards

A comprehensive installation and audit reference for identifying YMYL content on a website, applying the elevated quality standards Google requires for it, and protecting both users and the business from the legal, regulatory, and ranking consequences of YMYL violations. This document is dual-purpose: installation manual and audit document.

Cross-stack implementation note: the code samples in this framework are written in plain HTML for clarity. For React, Vue, Svelte, Next.js, Nuxt, SvelteKit, Astro, Hugo, 11ty, Remix, WordPress, Shopify, and Webflow equivalents of every pattern below, see framework-cross-stack-implementation.md. For pure client-rendered SPAs (no SSR/SSG) see framework-react.md. For Tailwind-specific concerns (purge, dynamic classes, dark-mode CLS, focus accessibility) see framework-tailwind.md.

1. Document Purpose & How to Use This Document

1.1 What This Document Is

This is the canonical reference for classifying website content under Google's YMYL framework and implementing the elevated quality standards YMYL content requires. Every category Google considers YMYL is documented here. Every signal Google's Search Quality Raters look for in YMYL content is specified. Every code block, schema, and structural requirement needed to meet the YMYL bar is included.

1.2 Three Operating Modes

Mode A — Install Mode: Building YMYL-compliant infrastructure into a new or existing site. Follow Sections 2 → 17 in order.

Mode B — Audit Mode: Evaluating an existing site for YMYL classification and compliance. Skip to Section 12.

Mode C — Hybrid Mode: Audit then install for failing items.

1.3 How Claude Code CLI Should Consume This Document

Read Section 2 — collect all client variables, especially YMYL category determinations
Run Section 3 — apply the YMYL classification decision tree to determine site or per-page YMYL status
Detect existing state — check what YMYL trust elements already exist
Follow phases in order — site-wide foundations before per-content-type elements
Validate after each phase
Generate the report — Section 17

1.4 Conflict Resolution Rules

Conflict	Rule
Existing medical/legal/financial disclaimer	Audit for completeness. Add missing elements. Do not remove existing disclaimer language without legal review.
Existing reviewer credit	Verify reviewer credentials. Update only if reviewer has changed.
Existing editorial policy page	Audit against Section 5.2.9 requirements. Add missing elements. Preserve customizations.
Existing corrections process	Verify it matches the policy page. Document any inconsistencies for manual review.
Existing content classified differently than this framework recommends	Flag for manual review with the legal/compliance owner. Do not reclassify automatically.

1.5 Required Tools & Validators

Whitespark / BrightLocal / Moz Local — for citation consistency audit
PubMed — for primary medical literature citations (health YMYL)
SEC EDGAR — for primary financial source citations (finance YMYL)
Westlaw / LexisNexis / CourtListener — for primary legal sources (legal YMYL)
FTC.gov — for compliance reference on advertising/affiliate disclosures
State Attorney General sites — for state-specific privacy and consumer protection law
Originality.ai — for AI content detection (Trust signal validation)

2. Client Variables Intake

# ============================================
# YMYL FRAMEWORK CLIENT VARIABLES
# ============================================

# --- Business Classification (REQUIRED) ---
business_name: ""
primary_domain: ""
business_industry: ""
state_of_operation: ""               # Primary state — affects regulatory framework
states_served: []                    # All states where the business operates

# --- YMYL Classification (REQUIRED) ---
ymyl_overall_classification: ""      # "full_ymyl", "partial_ymyl", "lite_ymyl", "non_ymyl"
ymyl_categories: []                  # Categories applicable to this site:
                                     # "health_medical", "mental_health", "fitness_nutrition",
                                     # "financial_advice", "investing", "tax", "banking", "insurance",
                                     # "legal_advice", "civic_government", "elections",
                                     # "safety_personal", "safety_occupational",
                                     # "major_life_decisions", "news_current_events",
                                     # "shopping_ecommerce"

# --- Content Inventory (REQUIRED for audit) ---
total_content_pieces: 0
ymyl_content_pieces: 0
ymyl_content_percentage: 0.0
ymyl_content_types: []               # "articles", "calculators", "tools", "directories", etc.

# --- Author/Reviewer Credentials (REQUIRED for full YMYL) ---
primary_authors:
  - name: ""
    credentials: []                  # Required: degrees, licenses, board certifications
    license_number: ""               # Where applicable (medical, legal, financial)
    license_state: ""                # Where applicable
    license_verification_url: ""     # Public verification link
    years_practicing: 0
    specialty_areas: []
    conflicts_of_interest: []

medical_reviewers:                   # Required for health YMYL
  - name: ""
    credentials: []                  # MD, RN, NP, DO, PhD, etc.
    license_number: ""
    license_state: ""
    npi_number: ""                   # National Provider Identifier
    specialty: ""
    affiliations: []                 # Hospital systems, academic institutions

legal_reviewers:                     # Required for legal YMYL
  - name: ""
    bar_admission: []                # State(s) where admitted
    bar_number: ""
    practice_areas: []
    firm_affiliation: ""

financial_reviewers:                 # Required for finance YMYL
  - name: ""
    credentials: []                  # CFP, CFA, CPA, ChFC, RIA registration
    sec_registration: ""             # If applicable
    finra_crd: ""                    # If applicable
    state_registrations: []
    specialty: ""

# --- Compliance Posture (REQUIRED) ---
hipaa_applicable: false              # Health entities subject to HIPAA
ferpa_applicable: false              # Educational records
glba_applicable: false               # Financial services
sox_applicable: false                # Public companies
fcra_applicable: false               # Consumer reporting
finra_member: false                  # Securities-related
sec_registered: false                # Investment advisor
state_insurance_licensed: []         # States with insurance license
attorney_advertising_compliant: false # If legal services

# --- Editorial Process (REQUIRED) ---
has_editorial_policy: false
has_corrections_policy: false
has_fact_checking_process: false
fact_checking_methodology: ""        # Brief description
review_cadence: ""                   # "monthly", "quarterly", "biannually", "annually"
content_source_standards: ""         # "primary_only", "primary_plus_secondary", etc.

# --- Disclosures (REQUIRED) ---
has_medical_disclaimer: false
has_financial_disclaimer: false
has_legal_disclaimer: false
has_general_advice_disclaimer: false
has_advertising_disclosure: false
has_affiliate_disclosure: false
has_sponsored_content_disclosure: false
has_ai_use_disclosure: false
has_conflict_of_interest_disclosure: false
has_results_may_vary_disclaimer: false  # For testimonials/case studies

# --- AI Use in YMYL Content (REQUIRED) ---
uses_ai_in_ymyl_content: false
ai_review_protocol_for_ymyl: ""      # If true: must describe stricter review for YMYL specifically

# --- Existing Compliance Documentation ---
last_legal_review_date: ""
legal_counsel_firm: ""
last_compliance_audit_date: ""
known_compliance_gaps: []

After variables are gathered, save them as ymyl-variables.yml in the project root.

3. What YMYL Is

YMYL stands for Your Money or Your Life — Google's classification for content categories where inaccurate, misleading, or low-quality information can cause real-world harm to users' health, financial stability, safety, or wellbeing. The term originated in Google's Search Quality Rater Guidelines and refers to topics where Google holds content to dramatically higher quality standards than non-YMYL topics.

YMYL is not a separate ranking factor. It's a quality multiplier — a classification that tells Google's algorithms and human raters to apply elevated E-E-A-T standards to the content. A non-YMYL article scoring 80% on E-E-A-T audit might rank well; a YMYL article at 80% will likely struggle. The bar is meaningfully higher because the consequences of bad YMYL content are meaningfully more severe.

The September 2025 Search Quality Rater Guidelines update significantly expanded the YMYL category to explicitly include elections, civic institutions, and government information alongside the historical categories of health, finance, legal, and safety. This expansion reflects Google's growing concern about misinformation on high-stakes civic topics. Sites covering these topics now face the same elevated quality bar as health and finance sites.

YMYL applies at the page level, not the site level. A general-purpose blog might publish one YMYL article among many non-YMYL ones — that single article must meet YMYL standards. A site that's primarily YMYL (a medical site, a financial advisory site, a legal directory) must meet YMYL standards across nearly every page.

The four core consequences of getting YMYL wrong:

Ranking suppression — Google de-prioritizes YMYL content that doesn't meet the bar
AI engine de-citation — ChatGPT, Perplexity, Claude, Gemini avoid citing untrusted YMYL sources
Regulatory action — FTC, state AGs, professional licensing boards, and securities regulators have enforcement authority
Civil liability — Bad medical/legal/financial advice that causes harm creates legal exposure

This framework specifies how to identify YMYL content, what elevated standards apply, and how to install the trust infrastructure required.

4. The YMYL Classification Decision Tree

4.1 Primary YMYL Categories

Use this tree to classify each piece of content. If any branch returns YMYL, the content is YMYL.

Does the content cover any of the following?

├── Health & Medical
│   ├── Diagnosis or treatment of medical conditions → YMYL (health, full)
│   ├── Medication information, dosing, side effects → YMYL (health, full)
│   ├── Mental health advice or crisis information → YMYL (mental health, full)
│   ├── Nutrition advice with health claims → YMYL (health, partial)
│   ├── Fitness routines with injury risk → YMYL (health, partial)
│   ├── Supplements with medical claims → YMYL (health, full)
│   ├── Pregnancy, parenting infant care → YMYL (health, full)
│   ├── Veterinary medical advice → YMYL (health, partial)
│   └── General wellness lifestyle content → Non-YMYL (be cautious)
│
├── Financial
│   ├── Specific investment recommendations → YMYL (finance, full)
│   ├── Tax advice or strategy → YMYL (finance, full)
│   ├── Retirement planning advice → YMYL (finance, full)
│   ├── Loan/mortgage/credit advice → YMYL (finance, full)
│   ├── Insurance advice or comparisons → YMYL (finance, full)
│   ├── Cryptocurrency advice → YMYL (finance, full)
│   ├── General financial education → YMYL (finance, partial)
│   ├── Personal finance budgeting tips → YMYL (finance, partial)
│   └── Reviews of financial products → YMYL (finance, partial)
│
├── Legal
│   ├── Specific legal advice for situations → YMYL (legal, full)
│   ├── Court procedures and rights → YMYL (legal, full)
│   ├── Immigration guidance → YMYL (legal, full)
│   ├── Family law (divorce, custody) → YMYL (legal, full)
│   ├── Criminal law information → YMYL (legal, full)
│   ├── Estate planning/wills → YMYL (legal, full)
│   ├── Business legal information → YMYL (legal, partial)
│   ├── Legal directory listings → YMYL (legal, partial)
│   └── General "what is X law" reference → YMYL (legal, partial)
│
├── Civic & Government (expanded September 2025)
│   ├── Election information, voter rights → YMYL (civic, full)
│   ├── Government services and benefits → YMYL (civic, full)
│   ├── Public health information → YMYL (civic + health, full)
│   ├── Civic institutional information → YMYL (civic, full)
│   ├── Tax filing and government forms → YMYL (civic + finance, full)
│   └── Political opinion content → Non-YMYL (but information integrity matters)
│
├── Safety
│   ├── Personal safety (assault, abuse) → YMYL (safety, full)
│   ├── Occupational safety → YMYL (safety, full)
│   ├── Driving and vehicle safety → YMYL (safety, partial)
│   ├── Home safety (electrical, gas, structural) → YMYL (safety, partial)
│   ├── Drug/substance information → YMYL (safety + health, full)
│   ├── Outdoor/wilderness safety → YMYL (safety, partial)
│   └── Child safety → YMYL (safety, full)
│
├── Major Life Decisions
│   ├── Career changes and education → YMYL (significant)
│   ├── Relationship and divorce decisions → YMYL (significant)
│   ├── Major purchases (home, car) → YMYL (significant + finance)
│   ├── Adoption or fertility → YMYL (significant + health)
│   └── End-of-life planning → YMYL (significant + legal)
│
├── News & Current Events
│   ├── Breaking news with safety implications → YMYL (news, full)
│   ├── Investigative journalism → YMYL (news, full)
│   ├── Public health announcements → YMYL (news + health, full)
│   ├── Election coverage → YMYL (news + civic, full)
│   └── Entertainment news → Non-YMYL
│
└── E-Commerce
    ├── Health products, supplements → YMYL (lite + health-adjacent)
    ├── Financial products, insurance → YMYL (lite + finance-adjacent)
    ├── Safety equipment → YMYL (lite + safety-adjacent)
    ├── Children's products → YMYL (lite + safety-adjacent)
    └── General consumer goods → Non-YMYL (held to higher standards but not full YMYL)

4.2 Classification Levels Explained

Full YMYL — Maximum elevated standards apply. Author credentials must match topic regulatory requirements. Reviewer credit on every article. Primary literature citations only. Editorial and corrections policies required. Topic-specific disclaimers on every article. Monthly refresh cadence for time-sensitive content.

Partial YMYL — Elevated standards apply but with some flexibility. Credentialed author or reviewer required. Primary or high-quality secondary sources acceptable. Disclaimers required. Quarterly refresh cadence acceptable.

Lite YMYL — Higher than non-YMYL but lower than full YMYL. Credentialed author preferred but not strictly required for non-advice content. Standard review process. General disclaimers. Quarterly refresh.

Non-YMYL — Standard E-E-A-T rules apply (see framework-eeat.md).

4.3 Edge Cases & Judgment Calls

Personal experience YMYL — "How I paid off $50k in debt" or "My experience with chemo" can be valuable YMYL content even without formal credentials. Frame as personal experience, not authoritative advice. Use first-person language consistently. Never present personal experience as universal recommendation. Disclaimers must be especially clear that this isn't professional advice.

Aggregated YMYL — A site that aggregates content (directory of medical providers, comparison of financial products) is YMYL even if the site doesn't author the underlying advice. Aggregation introduces YMYL responsibility — the curation itself affects user decisions.

Ambiguous content — When uncertain, classify higher. The cost of treating non-YMYL content as YMYL is some extra rigor. The cost of treating YMYL content as non-YMYL is potential harm to users plus ranking suppression plus regulatory exposure.

Mixed-classification sites — Many sites have both YMYL and non-YMYL content. Apply YMYL standards to YMYL pages only. Make YMYL content visually distinct from non-YMYL content where helpful (different page templates, clearer reviewer credits, more prominent disclaimers).

5. YMYL-Specific Implementation Requirements

This section adds to the standard E-E-A-T installation. All E-E-A-T requirements still apply; YMYL content additionally requires everything in this section.

5.1 Phase 1: YMYL Inventory & Classification

Before installing any YMYL trust elements, classify the site's content.

5.1.1 Content audit script

For each piece of content on the site:

Read the URL, page title, and primary topic
Apply the decision tree from Section 4.1
Record YMYL classification: full / partial / lite / non
Record applicable categories (health, finance, legal, etc.)
Flag any content that's currently published as authoritative advice but lacks credentialed authorship

Create a classification spreadsheet at /admin/ymyl-inventory.csv:

url,title,primary_topic,ymyl_classification,categories,current_author,author_credentials,reviewer,reviewer_credentials,disclaimer_present,citations_present,last_review_date,risk_level,action_required
/articles/diabetes-medication-guide,Diabetes Medication Guide,health/medication,full_ymyl,"health_medical","Sarah Smith","none","none","none","partial","2025-04-15","critical","add_medical_reviewer_disclaimer_citations"

5.1.2 Risk-prioritized remediation queue

Sort the inventory by risk level:

Critical risk: YMYL content with no credentialed author/reviewer, no disclaimer, factual claims without citations
High risk: YMYL content missing reviewer or disclaimer
Medium risk: YMYL content with all elements but stale (>12 months since review)
Low risk: YMYL content fully compliant but minor enhancements possible

Remediate in order: Critical → High → Medium → Low. Critical-risk YMYL content should not remain published past 7 days.

5.2 Phase 2: Editorial Policy Page

Build at /editorial-policy/. This is mandatory for all YMYL sites.

5.2.1 Required content

<article class="editorial-policy">
  <h1>Editorial Policy</h1>

  <p>{{BUSINESS_NAME}} is committed to publishing accurate, helpful, and well-sourced content on topics that affect our readers' {{YMYL_CATEGORIES_PROSE}}. This editorial policy describes our content creation standards, review processes, and accountability mechanisms.</p>

  <h2>Our Authors and Reviewers</h2>
  <p>{{BUSINESS_NAME}} content is created and reviewed by individuals with verifiable credentials in their subject areas:</p>
  <ul>
    {{LIST_OF_AUTHORS_WITH_CREDENTIALS}}
    {{LIST_OF_REVIEWERS_WITH_CREDENTIALS}}
  </ul>
  <p>You can verify all author and reviewer credentials on their respective <a href="/authors/">author profile pages</a>.</p>

  <h2>Content Creation Process</h2>
  <ol>
    <li><strong>Topic selection:</strong> {{TOPIC_SELECTION_PROCESS}}</li>
    <li><strong>Research:</strong> {{RESEARCH_STANDARDS_PROSE}}</li>
    <li><strong>Drafting:</strong> {{DRAFTING_PROCESS_PROSE}}</li>
    <li><strong>Expert review:</strong> {{EXPERT_REVIEW_PROCESS_PROSE}}</li>
    <li><strong>Fact-checking:</strong> {{FACT_CHECKING_PROCESS_PROSE}}</li>
    <li><strong>Editorial review:</strong> {{EDITORIAL_REVIEW_PROCESS_PROSE}}</li>
    <li><strong>Publication:</strong> {{PUBLICATION_PROCESS_PROSE}}</li>
    <li><strong>Ongoing review:</strong> {{ONGOING_REVIEW_CADENCE_PROSE}}</li>
  </ol>

  <h2>Source Standards</h2>
  <p>For {{YMYL_CATEGORY}} content, we cite from primary sources:</p>
  <ul>
    {{IF_HEALTH}}<li>Peer-reviewed medical journals indexed in PubMed</li>{{/IF}}
    {{IF_HEALTH}}<li>FDA, NIH, CDC, and WHO official publications</li>{{/IF}}
    {{IF_FINANCE}}<li>SEC filings and EDGAR records</li>{{/IF}}
    {{IF_FINANCE}}<li>IRS publications and Treasury guidance</li>{{/IF}}
    {{IF_FINANCE}}<li>Federal Reserve, FDIC, and CFPB publications</li>{{/IF}}
    {{IF_LEGAL}}<li>Primary case law via Westlaw/LexisNexis/CourtListener</li>{{/IF}}
    {{IF_LEGAL}}<li>Federal and state statutes and regulations</li>{{/IF}}
    {{IF_LEGAL}}<li>Bar association ethics opinions</li>{{/IF}}
  </ul>

  <h2>Disclosures and Independence</h2>
  <p>{{BUSINESS_NAME}} maintains editorial independence. {{INDEPENDENCE_STATEMENT_PROSE}}</p>
  <p>When commercial relationships exist, they are disclosed at the article level. See our <a href="/disclosure/">full disclosures policy</a>.</p>

  <h2>Limitations and Disclaimers</h2>
  <p>Our content is informational and educational. {{TOPIC_SPECIFIC_DISCLAIMER_PROSE}}</p>
  <p>See: <a href="/medical-disclaimer/">Medical Disclaimer</a>, <a href="/financial-disclaimer/">Financial Disclaimer</a>, <a href="/legal-disclaimer/">Legal Disclaimer</a>.</p>

  <h2>Corrections and Updates</h2>
  <p>If you find an error in our content, please contact us. See our <a href="/corrections-policy/">Corrections Policy</a> for our process.</p>

  <h2>Contact</h2>
  <p>Editorial questions: <a href="mailto:editorial@{{PRIMARY_DOMAIN}}">editorial@{{PRIMARY_DOMAIN}}</a></p>
  <p>Last reviewed: <time datetime="{{LAST_REVIEW_DATE_ISO}}">{{LAST_REVIEW_DATE_HUMAN}}</time></p>
</article>

5.3 Phase 3: Corrections Policy Page

Build at /corrections-policy/. Mandatory for all YMYL sites.

<article class="corrections-policy">
  <h1>Corrections Policy</h1>

  <p>{{BUSINESS_NAME}} is committed to factual accuracy. When we publish errors, we correct them transparently.</p>

  <h2>How to Report an Error</h2>
  <p>If you find a factual error in any {{BUSINESS_NAME}} content, please contact us at <a href="mailto:corrections@{{PRIMARY_DOMAIN}}">corrections@{{PRIMARY_DOMAIN}}</a> with:</p>
  <ul>
    <li>The URL of the page containing the error</li>
    <li>The specific text or claim you believe is incorrect</li>
    <li>The correct information, with source if possible</li>
  </ul>

  <h2>Our Correction Process</h2>
  <ol>
    <li><strong>Acknowledge:</strong> We respond to correction requests within 2 business days.</li>
    <li><strong>Investigate:</strong> Our editorial team and (where applicable) subject matter expert reviewer evaluate the claim against primary sources.</li>
    <li><strong>Decide:</strong> If the claim is correct, we update the content. If we believe the original content was correct, we explain our reasoning.</li>
    <li><strong>Update:</strong> Corrections are made to the source content immediately.</li>
    <li><strong>Disclose:</strong> Material corrections are disclosed at the top of the article with the date of correction and the nature of the change.</li>
    <li><strong>Notify:</strong> If you reported the error, we follow up to inform you of the outcome.</li>
  </ol>

  <h2>Types of Corrections</h2>
  <dl>
    <dt>Material corrections</dt>
    <dd>Factual errors that change the meaning or recommendation of the content. These are disclosed at the top of the article and noted in our corrections log.</dd>

    <dt>Minor corrections</dt>
    <dd>Typos, grammatical errors, formatting issues. These are corrected silently.</dd>

    <dt>Updates</dt>
    <dd>Information that was correct at publication but has since changed (e.g., updated regulations). These are reflected via dateModified and noted in the article changelog.</dd>
  </dl>

  <h2>Corrections Log</h2>
  <p>We maintain a public log of all material corrections at <a href="/corrections-log/">/corrections-log/</a>.</p>

  <h2>Contact</h2>
  <p>Corrections: <a href="mailto:corrections@{{PRIMARY_DOMAIN}}">corrections@{{PRIMARY_DOMAIN}}</a></p>
</article>

Pair with a /corrections-log/ page that lists all material corrections with date, article URL, and nature of correction.

5.4 Phase 4: Topic-Specific Disclaimer Pages

Each YMYL category requires its own dedicated disclaimer page.

5.4.1 Medical disclaimer (/medical-disclaimer/) — for health YMYL

<article class="medical-disclaimer">
  <h1>Medical Disclaimer</h1>

  <p>The information provided on {{BUSINESS_NAME}} ({{PRIMARY_DOMAIN}}) is for general informational and educational purposes only. <strong>It is not a substitute for professional medical advice, diagnosis, or treatment.</strong></p>

  <h2>Always Seek Professional Medical Advice</h2>
  <p>Always seek the advice of a qualified healthcare provider with any questions you may have regarding a medical condition. Never disregard professional medical advice or delay seeking it because of something you have read on this website.</p>

  <h2>Emergency Situations</h2>
  <p><strong>If you think you may have a medical emergency, call 911 (or your local emergency number) or go to the nearest emergency room immediately.</strong></p>

  <p>If you are experiencing thoughts of suicide or self-harm:</p>
  <ul>
    <li>988 Suicide & Crisis Lifeline (US): Call or text 988</li>
    <li>Crisis Text Line: Text HOME to 741741</li>
    <li>International Association for Suicide Prevention: <a href="https://www.iasp.info/resources/Crisis_Centres/" rel="noopener">https://www.iasp.info/resources/Crisis_Centres/</a></li>
  </ul>

  <h2>No Doctor-Patient Relationship</h2>
  <p>Reading content on {{BUSINESS_NAME}} does not create a doctor-patient or healthcare provider relationship between you and {{BUSINESS_NAME}}, its authors, its medical reviewers, or anyone else affiliated with the site.</p>

  <h2>Individual Variation</h2>
  <p>Medical information presented on this site is general. Individual circumstances vary, and what is appropriate for one person may not be appropriate for another. Always consult with your healthcare provider before making decisions about your health.</p>

  <h2>Medications and Treatments</h2>
  <p>Information about medications, treatments, and procedures is for educational purposes. {{BUSINESS_NAME}} does not endorse or recommend any specific test, physician, product, procedure, opinion, or other information that may be mentioned on the site. Reliance on any information provided by {{BUSINESS_NAME}} is solely at your own risk.</p>

  <h2>Currency of Information</h2>
  <p>Medical knowledge evolves rapidly. While we work to keep our content current — see our <a href="/editorial-policy/">Editorial Policy</a> — information may not reflect the latest guidance. Always verify with your healthcare provider.</p>

  <h2>External Links</h2>
  <p>{{BUSINESS_NAME}} may contain links to external websites. We are not responsible for the content of those external sites and inclusion of a link does not constitute endorsement.</p>

  <h2>Editorial Standards</h2>
  <p>Our content is created by {{AUTHOR_DESCRIPTION}} and reviewed by licensed medical professionals. See our <a href="/editorial-policy/">Editorial Policy</a> for details.</p>

  <p><time datetime="{{LAST_UPDATED_ISO}}">Last updated: {{LAST_UPDATED_HUMAN}}</time></p>
</article>

5.4.2 Financial disclaimer (/financial-disclaimer/) — for finance YMYL

<article class="financial-disclaimer">
  <h1>Financial Disclaimer</h1>

  <p>The information provided on {{BUSINESS_NAME}} ({{PRIMARY_DOMAIN}}) is for general informational and educational purposes only. <strong>It is not financial, investment, tax, or legal advice.</strong></p>

  <h2>No Personalized Advice</h2>
  <p>Nothing on this website constitutes a recommendation to buy, sell, or hold any security, investment, or other financial product. Content is general in nature and does not consider your specific financial situation, goals, or risk tolerance.</p>

  <h2>Consult Qualified Professionals</h2>
  <p>Before making financial decisions, consult with qualified professionals:</p>
  <ul>
    <li>Certified Financial Planner (CFP) for comprehensive financial planning</li>
    <li>Registered Investment Advisor (RIA) for investment advice</li>
    <li>Certified Public Accountant (CPA) or Enrolled Agent for tax advice</li>
    <li>Licensed insurance agent for insurance decisions</li>
    <li>Estate planning attorney for estate decisions</li>
  </ul>

  <h2>Past Performance Disclaimer</h2>
  <p><strong>Past performance is not indicative of future results.</strong> Investment values fluctuate, and you may lose principal. Historical examples shown for educational purposes do not guarantee similar future outcomes.</p>

  <h2>No Guarantees</h2>
  <p>{{BUSINESS_NAME}} makes no guarantees about the accuracy, completeness, timeliness, or applicability of information presented. Financial regulations, tax laws, and market conditions change frequently. Verify all information with current primary sources or qualified professionals.</p>

  <h2>Affiliate and Advertising Relationships</h2>
  <p>{{BUSINESS_NAME}} may have affiliate or advertising relationships with financial product providers. These relationships are disclosed at the article level. See our <a href="/disclosure/">full disclosures policy</a>. Such relationships do not influence editorial recommendations, but you should consider them when evaluating our content.</p>

  <h2>Securities Regulation Disclosure</h2>
  {{IF_NOT_REGISTERED_INVESTMENT_ADVISOR}}
  <p>{{BUSINESS_NAME}} is not a registered investment advisor under the Investment Advisers Act of 1940 and does not provide personalized investment advice. Information on this site is not tailored to any individual's financial situation.</p>
  {{/IF}}

  {{IF_REGISTERED_INVESTMENT_ADVISOR}}
  <p>{{BUSINESS_NAME}} is a Registered Investment Advisor (CRD #{{CRD_NUMBER}}). However, content on this website is for educational purposes and does not constitute personalized investment advice. Personalized advice is available only through our advisory engagement. <a href="/services/">Learn about our services</a>.</p>
  {{/IF}}

  <h2>Tax Disclaimer</h2>
  <p>Tax information is general and not personalized tax advice. Tax laws are complex and vary by jurisdiction and individual circumstances. Consult a qualified tax professional before making tax-related decisions.</p>

  <h2>No Fiduciary Relationship</h2>
  <p>Reading content on {{BUSINESS_NAME}} does not create a fiduciary or advisory relationship between you and {{BUSINESS_NAME}}.</p>

  <p><time datetime="{{LAST_UPDATED_ISO}}">Last updated: {{LAST_UPDATED_HUMAN}}</time></p>
</article>

5.4.3 Legal disclaimer (/legal-disclaimer/) — for legal YMYL

<article class="legal-disclaimer">
  <h1>Legal Disclaimer</h1>

  <p>The information provided on {{BUSINESS_NAME}} ({{PRIMARY_DOMAIN}}) is for general informational and educational purposes only. <strong>It is not legal advice.</strong></p>

  <h2>No Attorney-Client Relationship</h2>
  <p>Reading content on this website, contacting us through this website, or otherwise interacting with {{BUSINESS_NAME}} does not create an attorney-client relationship between you and {{BUSINESS_NAME}} or any of its authors, reviewers, or affiliates.</p>

  <p>An attorney-client relationship is established only through a signed engagement agreement.</p>

  <h2>Consult a Qualified Attorney</h2>
  <p>Laws vary by jurisdiction and change frequently. The information on this site may not be current or applicable to your specific situation. Always consult a qualified attorney licensed in your jurisdiction before making legal decisions.</p>

  <h2>Confidentiality</h2>
  <p><strong>Communications sent through this website are not confidential.</strong> Do not send confidential or time-sensitive information through this website or via email to addresses listed on this website.</p>

  <h2>No Guarantee of Outcome</h2>
  <p>Discussions of legal cases, statutes, or principles do not predict the outcome of any specific legal matter. Past results do not guarantee similar outcomes in your case.</p>

  <h2>Attorney Advertising</h2>
  {{IF_LAW_FIRM}}
  <p>This website may constitute attorney advertising under applicable rules of professional conduct. {{ATTORNEY_ADVERTISING_DISCLOSURE_BY_STATE}}.</p>
  {{/IF}}

  <h2>Bar Admissions</h2>
  {{IF_LAW_FIRM}}
  <p>{{BUSINESS_NAME}} attorneys are admitted to practice in the following jurisdictions: {{LIST_OF_BAR_ADMISSIONS}}. We do not practice law in jurisdictions where we are not admitted.</p>
  {{/IF}}

  <h2>Currency of Information</h2>
  <p>Laws change. Court decisions are issued daily. Regulations are updated. While we work to keep content current — see our <a href="/editorial-policy/">Editorial Policy</a> — information may not reflect the latest law. Always verify with current primary sources or a qualified attorney.</p>

  <h2>External Links</h2>
  <p>This website may link to external websites. We are not responsible for content on external sites, and inclusion of a link does not constitute endorsement.</p>

  <p><time datetime="{{LAST_UPDATED_ISO}}">Last updated: {{LAST_UPDATED_HUMAN}}</time></p>
</article>

5.5 Phase 5: Per-Article YMYL Trust Elements

Every YMYL article requires these elements in addition to standard E-E-A-T elements.

5.5.1 Top-of-article disclaimer banner

<aside class="ymyl-top-disclaimer" role="note">
  <p>
    <strong>{{TOPIC_DISCLAIMER_HEADLINE}}</strong>
    {{TOPIC_DISCLAIMER_TEXT}}
    <a href="/{{TOPIC}}-disclaimer/">Read our full {{TOPIC}} disclaimer.</a>
  </p>
</aside>

Examples:

For health: "This article is for informational purposes only and is not a substitute for professional medical advice. Always consult a qualified healthcare provider for personal medical decisions."

For finance: "This article is for informational purposes only and is not personalized financial advice. Consult a qualified financial professional before making financial decisions."

For legal: "This article is for informational purposes only and is not legal advice. Consult a qualified attorney for legal decisions specific to your situation."

5.5.2 Author + Reviewer credit block

<header class="article-header ymyl-article">
  <h1>{{TITLE}}</h1>

  <div class="ymyl-byline">
    <div class="author-credit">
      <img src="{{AUTHOR_PHOTO}}" alt="{{AUTHOR_NAME}}" width="48" height="48">
      <p>
        Written by <a href="/authors/{{AUTHOR_SLUG}}/" rel="author">{{AUTHOR_NAME}}</a>
        <br>
        <span class="credentials">{{AUTHOR_CREDENTIALS}}</span>
      </p>
    </div>

    <div class="reviewer-credit">
      <img src="{{REVIEWER_PHOTO}}" alt="{{REVIEWER_NAME}}" width="48" height="48">
      <p>
        {{REVIEWER_TYPE_VERB}} reviewed by <a href="/authors/{{REVIEWER_SLUG}}/">{{REVIEWER_NAME}}</a>
        <br>
        <span class="credentials">{{REVIEWER_CREDENTIALS}}</span>
        {{IF_LICENSED}}
        <br>
        <span class="license-info">License #{{LICENSE_NUMBER}}, {{LICENSE_STATE}} · <a href="{{VERIFY_URL}}" rel="noopener">Verify</a></span>
        {{/IF}}
      </p>
    </div>
  </div>

  <div class="ymyl-dates">
    <p>
      <time datetime="{{PUBLISHED_DATE}}">Published {{PUBLISHED_DATE_HUMAN}}</time>
      ·
      <time datetime="{{UPDATED_DATE}}">Last updated {{UPDATED_DATE_HUMAN}}</time>
      ·
      <time datetime="{{REVIEWED_DATE}}">Last reviewed by {{REVIEWER_TYPE}} {{REVIEWED_DATE_HUMAN}}</time>
    </p>
  </div>
</header>

{{REVIEWER_TYPE_VERB}} examples:

"Medically" (for medical reviewer)
"Legally" (for legal reviewer)
"Financially" (for financial reviewer)

5.5.3 Conflict-of-interest disclosure

When applicable:

<aside class="coi-disclosure" role="note">
  <strong>Conflict of Interest Disclosure:</strong>
  {{COI_DISCLOSURE_TEXT}}
</aside>

Example: "The author owns shares in companies discussed in this article. The reviewer has consulted for one of the firms mentioned. These relationships are disclosed in compliance with our editorial policy and do not influence the analysis presented."

5.5.4 Primary literature citations

YMYL content cites from primary sources only. Format inline citations with prominent links to primary literature:

<p>
  A 2025 systematic review<sup><a href="#ref-1">1</a></sup> found that
  the recommended treatment protocol reduces complications by 47% in patients
  with Type 2 diabetes<sup><a href="#ref-2">2</a></sup>.
</p>

<section class="article-references">
  <h2>References</h2>
  <ol>
    <li id="ref-1">
      Smith J, Doe A, et al. (2025). "Treatment protocols for Type 2 diabetes: A systematic review."
      <em>New England Journal of Medicine</em>, 392(15), 1422-1438.
      <a href="https://pubmed.ncbi.nlm.nih.gov/{{PMID}}/" rel="noopener">PubMed</a>
      ·
      DOI: <a href="https://doi.org/{{DOI}}" rel="noopener">{{DOI}}</a>
    </li>
    <li id="ref-2">
      American Diabetes Association. (2026). "Standards of Medical Care in Diabetes — 2026."
      <em>Diabetes Care</em>, 49(Supplement 1).
      <a href="{{URL}}" rel="noopener">Full text</a>
    </li>
  </ol>
</section>

For finance YMYL, cite SEC filings, IRS publications, FRED data, and Federal Reserve research. For legal YMYL, cite primary case law, statutes, and regulations.

5.5.5 Schema additions for YMYL articles

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "MedicalWebPage",
  "headline": "{{TITLE}}",
  "author": {"@id": "https://{{PRIMARY_DOMAIN}}/authors/{{AUTHOR_SLUG}}/#person"},
  "reviewedBy": {"@id": "https://{{PRIMARY_DOMAIN}}/authors/{{REVIEWER_SLUG}}/#person"},
  "datePublished": "{{PUBLISHED_DATE}}",
  "dateModified": "{{UPDATED_DATE}}",
  "lastReviewed": "{{LAST_REVIEW_DATE}}",
  "publisher": {"@id": "https://{{PRIMARY_DOMAIN}}/#organization"},
  "specialty": {
    "@type": "MedicalSpecialty",
    "name": "{{MEDICAL_SPECIALTY}}"
  },
  "audience": {
    "@type": "MedicalAudience",
    "audienceType": "Patient"
  },
  "citation": {{ARTICLE_CITATIONS_JSON}},
  "isPartOf": {"@id": "https://{{PRIMARY_DOMAIN}}/#website"}
}
</script>

For legal articles, use LegalService or Article with detailed about properties. For financial articles, use Article with mentions of relevant FinancialProduct entities.

5.5.6 Reviewer Person schema (additional fields)

YMYL reviewers need expanded Person schema beyond standard E-E-A-T:

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Person",
  "@id": "https://{{PRIMARY_DOMAIN}}/authors/{{REVIEWER_SLUG}}/#person",
  "name": "{{REVIEWER_NAME}}",
  "jobTitle": "{{REVIEWER_TITLE}}",
  "honorificPrefix": "{{HONORIFIC_PREFIX}}",
  "honorificSuffix": "{{HONORIFIC_SUFFIX}}",
  "hasCredential": [
    {
      "@type": "EducationalOccupationalCredential",
      "name": "{{DEGREE_NAME}}",
      "credentialCategory": "degree",
      "recognizedBy": {
        "@type": "EducationalOrganization",
        "name": "{{INSTITUTION}}"
      }
    },
    {
      "@type": "EducationalOccupationalCredential",
      "name": "{{LICENSE_NAME}}",
      "credentialCategory": "license",
      "recognizedBy": {
        "@type": "GovernmentOrganization",
        "name": "{{LICENSING_BODY}}"
      },
      "identifier": "{{LICENSE_NUMBER}}",
      "url": "{{LICENSE_VERIFICATION_URL}}"
    }
  ],
  "memberOf": [
    {
      "@type": "Organization",
      "name": "{{PROFESSIONAL_ORG}}"
    }
  ],
  "knowsAbout": {{REVIEWER_SPECIALTIES_JSON}},
  "sameAs": {{REVIEWER_PROFILES_JSON}}
}
</script>

5.6 Phase 6: Mental Health Crisis Handling

For any health YMYL site that touches mental health topics, install crisis-line resources prominently and consistently.

5.6.1 Mental health crisis banner

Display on every mental-health-related page:

<aside class="crisis-resources" role="note">
  <h2>If You're in Crisis</h2>
  <p>If you're experiencing thoughts of suicide or self-harm:</p>
  <ul>
    <li><strong>988 Suicide & Crisis Lifeline (US):</strong> Call or text <a href="tel:988">988</a></li>
    <li><strong>Crisis Text Line:</strong> Text HOME to <a href="sms:741741">741741</a></li>
    <li><strong>Veterans Crisis Line:</strong> Call <a href="tel:988">988</a> and press 1</li>
    <li><strong>International:</strong> <a href="https://www.iasp.info/resources/Crisis_Centres/" rel="noopener">Find a crisis center near you</a></li>
  </ul>
  <p>If you are in immediate danger, call <a href="tel:911">911</a> or go to your nearest emergency room.</p>
</aside>

This banner appears at the top of mental health articles, not the bottom.

5.7 Phase 7: Regulatory Compliance Per Industry

5.7.1 Healthcare (HIPAA-applicable entities)

If hipaa_applicable: true:

HIPAA Privacy Notice page
Notice of privacy practices
Patient rights enumeration
Breach notification procedure
Business associate agreement template (for vendors)
All forms collecting PHI use HTTPS with proper encryption
Cookie consent calibrated for HIPAA-compliant analytics

5.7.2 Financial Services

If sec_registered: true:

Form ADV linked from footer
Brochure (Form ADV Part 2A) downloadable
Code of ethics
Customer relationship summary (Form CRS) for retail clients
Cybersecurity disclosures per SEC rules

If finra_member: true:

BrokerCheck links per representative
Investor education resources
Required disclosures per FINRA Rule 2210 (advertising)

5.7.3 Legal Services

State-by-state attorney advertising compliance:

"Attorney advertising" or equivalent label per state requirements
Disclaimer language varies by jurisdiction (NY, FL, TX, CA each have different requirements)
Past results disclaimer
Bar association required language
Specialization claim restrictions per state

5.8 Phase 8: AI Content in YMYL — Higher Bar

The standard AI content disclosure (E-E-A-T Section 4.4.6) is insufficient for YMYL. Additional protocols apply:

5.8.1 Per-article YMYL AI disclosure

<aside class="ymyl-ai-disclosure" role="note">
  <h3>How This Article Was Created</h3>
  <ul>
    <li>{{AI_USAGE_LEVEL}} — {{AI_USAGE_DESCRIPTION}}</li>
    <li>Reviewed for accuracy by {{REVIEWER_NAME}}, {{REVIEWER_CREDENTIALS}}</li>
    <li>All factual claims verified against primary sources cited in the references section</li>
    <li>{{REVIEW_DATE_AND_TIME_INVESTED}}</li>
  </ul>
  <p>See our <a href="/disclosure/">AI use policy</a> and <a href="/editorial-policy/">editorial policy</a> for details on our YMYL content standards.</p>
</aside>

5.8.2 What's never acceptable in YMYL

AI-generated content published without expert review
AI-generated medical advice, diagnoses, or treatment recommendations
AI-generated legal analysis presented as authoritative
AI-generated financial recommendations
AI-generated case studies or statistics that aren't real
AI-fabricated citations (always verify every citation independently)

If an AI tool produces content for YMYL purposes, treat the AI output as a research draft. The credentialed reviewer must verify every fact, every citation, every recommendation. The reviewer's name and credentials go on the article — taking professional responsibility for the content.

5.9 Phase 9: Refresh Cadence Calendar

YMYL content requires more frequent refreshing than non-YMYL.

YMYL Category	Refresh Cadence
Drug information, dosing, interactions	Monthly
Medical condition treatment guidelines	Quarterly
Tax deadlines and rates	Annually + on regulatory change
Investment product reviews	Quarterly
Legal procedure guides	Quarterly + on case law change
Insurance regulation guides	Annually + on regulatory change
News-sensitive YMYL (elections, public health)	Daily during active periods
Evergreen YMYL (anatomy, basic legal concepts)	Annually

Build a refresh calendar at /admin/ymyl-refresh-calendar/ listing every YMYL article with next-review-due date.

6. Per-Page YMYL Validation

Every YMYL page must pass:

#	Criterion	Severity
Y1	Top-of-article topic-specific disclaimer banner present	Critical
Y2	Credentialed author byline	Critical
Y3	Credentialed reviewer byline (with verifiable license where applicable)	Critical
Y4	Last-published, last-updated, last-reviewed dates all displayed	Critical
Y5	Conflict-of-interest disclosure if applicable	Critical
Y6	Primary literature citations for every factual claim	Critical
Y7	References section with full source citations	High
Y8	Topic-specific schema (MedicalWebPage for health, etc.)	High
Y9	Reviewer Person schema with `hasCredential` including license	Critical
Y10	Crisis resources displayed if mental health topic	Critical (mental health)
Y11	AI use disclosed if AI was involved in creation	Critical (if applicable)
Y12	Article reviewed within required cadence (not stale)	High

Score: 24 max. World-class YMYL article: 22+/24 with zero Critical fails.

7. Site-Wide YMYL Audit Criteria

Beyond per-article criteria, the site as a whole must satisfy:

#	Criterion	Severity
YS1	Editorial policy page exists at `/editorial-policy/`	Critical
YS2	Corrections policy page exists at `/corrections-policy/`	Critical
YS3	Corrections log maintained at `/corrections-log/`	High
YS4	Topic-specific disclaimer pages exist (medical, financial, legal as applicable)	Critical
YS5	Author hub page lists credentialed authors with verifiable licenses	Critical
YS6	YMYL inventory and classification documented internally	High
YS7	Refresh calendar maintained with next-review dates	High
YS8	Industry-specific compliance documentation in place (HIPAA, SEC, bar advertising)	Critical (if applicable)
YS9	Cookie consent calibrated for industry compliance	Critical (if HIPAA/finance)
YS10	Crisis resources prominent on mental health pages sitewide	Critical (mental health)
YS11	AI use policy explicitly addresses YMYL content standards	High
YS12	Quarterly internal YMYL audit conducted and documented	Medium

Score: 24 max. World-class YMYL site: 22+/24 with zero Critical fails.

8. Common YMYL Mistakes & Anti-Patterns

8.1 "Educational" Content That Functions as Advice

Anti-pattern: Articles framed as "educational" but written to direct readers toward specific decisions ("This medication is best for...", "You should invest in..."). The educational framing is a fig leaf for advice.

Why it fails: Google's raters see through this. Regulatory bodies see through this. Readers harmed by following the implicit advice have legal recourse.

Fix: Either commit to advice (with credentialed authorship and proper disclosures) or commit to education (with clearer language that isn't directive).

8.2 Generic Reviewer Stamping

Anti-pattern: A single "medical reviewer" listed on hundreds of articles without evidence they actually reviewed each one.

Why it fails: When detected (typically through inconsistencies in claims across articles), it collapses Trust across the entire site.

Fix: Reviewer process must be real. Track which articles each reviewer has actually reviewed. Maintain audit trail.

8.3 Outdated YMYL Content Treated as Current

Anti-pattern: Article published 2021 about "current tax law" still ranking and not refreshed.

Why it fails: Stale YMYL content harms users and tanks rankings post-core-update.

Fix: Aggressive refresh cadence. Retire content that can't be maintained.

8.4 Hidden Affiliate Conflicts in YMYL

Anti-pattern: A health site recommends a supplement; affiliate disclosure exists in footer but not on the article.

Why it fails: FTC requires "clear and conspicuous" disclosure. For YMYL especially, the conflict is material.

Fix: Top-of-article disclosure for any YMYL article with affiliate links.

8.5 Personal Anecdote Presented as Universal Advice

Anti-pattern: "How I cured my anxiety with this technique" framed as a solution that will work for readers.

Why it fails: Mental health is highly individual. Generalizing personal experience creates harm.

Fix: Frame personal experience as personal. Add disclaimers explicitly stating the experience may not apply to others.

8.6 AI-Generated YMYL Without Real Review

Anti-pattern: ChatGPT writes an article on medication side effects. A non-credentialed editor "reviews" it. Published as authoritative.

Why it fails: AI hallucinations in YMYL content can directly harm readers. Lack of credentialed review is a Trust violation. Detection rate is rising.

Fix: Either don't use AI for YMYL drafting, or have a credentialed expert genuinely verify every fact and citation.

8.7 Boilerplate Disclaimers That Don't Match Content

Anti-pattern: Generic "consult a professional" disclaimer at the bottom of an article that explicitly tells readers what to do.

Why it fails: Disclaimers don't immunize against directive content. Plus: regulators don't accept boilerplate disclaimers as protection.

Fix: Match disclaimer to content. If you're giving advice, the disclaimer should reflect that. If you're educating, the content should be educational.

8.8 Misleading Credential Claims

Anti-pattern: Author bio claims "20 years of experience" without specifying in what. Or lists credentials abbreviations that look impressive but aren't actually relevant (e.g., a non-medical "PhD" reviewing health content).

Why it fails: Misleading credentials are a Trust violation when discovered. Plus: in regulated industries (medicine, law, finance), can be illegal.

Fix: Specific, verifiable credentials. Plain-language explanation of why this person's credentials are relevant to the topic.

8.9 Fabricated Citations

Anti-pattern: Article cites a study that doesn't exist or misrepresents what the study found. Often happens with AI-generated content.

Why it fails: Easily verified. Catastrophic Trust violation when discovered.

Fix: Verify every citation independently before publishing. Click every link. Read the actual source.

8.10 Cross-Border YMYL Without Jurisdictional Awareness

Anti-pattern: US-focused legal content viewed by readers in other countries who follow guidance that doesn't apply.

Why it fails: Harm to international readers. Reflects on the site's quality.

Fix: Clear jurisdictional scope statements. International readers redirected to country-appropriate resources where possible.

9. Stack-Specific YMYL Implementation Notes

YMYL content can be created and managed in any stack, but these patterns help:

9.1 WordPress

Plugin: Use a custom plugin or ACF (Advanced Custom Fields) to add YMYL-specific fields per article: reviewer, license number, last review date, conflict disclosures
Template: Build dedicated ymyl-article.php template that renders required disclaimer + reviewer block + citation requirements
Workflow: Use Editorial Calendar or PublishPress to enforce reviewer assignment before publish

9.2 Next.js

Content schema: Define TypeScript types for YMYL article frontmatter requiring reviewer, license, citations array
Validation: Pre-publish CI/CD step validates required YMYL fields are present
Component: <YmylArticleHeader /> component encapsulates disclaimer + author/reviewer credit + dates

9.3 Astro / Hugo / Static Sites

Content collections: Define YMYL article schema with required fields
Build-time validation: Reject builds where YMYL articles are missing required fields
Layout: Dedicated YMYL article layout enforces structural requirements

9.4 Universal Pattern

Regardless of stack, the YMYL workflow looks like:

Author drafts article with YMYL classification metadata
Drafted content goes to credentialed reviewer
Reviewer adds review notes and signs off (with date)
Editorial layer fact-checks against primary sources
Publication system requires all YMYL fields present before publishing
Article appears with full YMYL trust elements
Refresh calendar tracks next-review-due date
Quarterly audit verifies compliance across all YMYL content

10. Cross-Reference to the 14-Tier Framework

YMYL implementation touches multiple tiers:

Tier 1 SSO: Security required for HIPAA-compliant health sites
Tier 1 GCO: GDPR/CCPA compliance overlaps with health/finance privacy requirements
Tier 2 ETO: Per-article trust signals (disclaimer banner, reviewer credit)
Tier 2 AAO: Author authority — extended for credentialed YMYL authors
Tier 4 PBO: Personal brand for credentialed reviewers
Tier 4 REO: Reviews carry more weight in YMYL niches
Tier 6 RSO: Research and original studies — primary literature citations
Tier 8 GA4: Compliance-aware analytics for YMYL sites

When YMYL improvement is the priority for a site, implement in this order:

Classify content (Section 5.1)
Build editorial and corrections policy pages (Sections 5.2-5.3)
Build topic-specific disclaimer pages (Section 5.4)
Recruit credentialed reviewers if not already in place
Per-article YMYL elements (Section 5.5)
Industry compliance documentation (Section 5.7)
Refresh calendar (Section 5.9)
Mental health crisis resources if applicable (Section 5.6)

11. Validation Protocol

11.1 Automated Validation

# Verify all YMYL articles have required schema
for url in $YMYL_URLS; do
  curl -sL "$url" | python -c "
import sys, re, json
html = sys.stdin.read()
matches = re.findall(r'<script type=\"application/ld\+json\">(.*?)</script>', html, re.DOTALL)
has_reviewer = False
for m in matches:
    try:
        data = json.loads(m)
        if 'reviewedBy' in data:
            has_reviewer = True
    except:
        pass
if not has_reviewer:
    print(f'{url}: MISSING reviewedBy')
    sys.exit(1)
"
done

# Verify all YMYL articles have disclaimer
for url in $YMYL_URLS; do
  if ! curl -sL "$url" | grep -q 'class="ymyl-top-disclaimer"'; then
    echo "FAIL: $url missing disclaimer"
  fi
done

# Verify required pages
REQUIRED=(/editorial-policy/ /corrections-policy/ /corrections-log/)
for page in "${REQUIRED[@]}"; do
  status=$(curl -o /dev/null -s -w "%{http_code}" "https://$DOMAIN$page")
  [ "$status" != "200" ] && echo "FAIL: $page returned $status"
done

11.2 Manual Validation

Sample 10% of YMYL articles. Verify each has all elements from Section 6.
Verify reviewer credentials by checking license verification URLs.
Spot-check citations — click every link in the references section of sampled articles. Verify the source actually exists and supports the claim.
Test mental health crisis resources are visible and links work.
Verify AI disclosure if AI is used in any YMYL content.

11.3 Regulatory Validation

HIPAA covered entities: have HIPAA officer review the site annually
SEC-registered firms: have compliance officer review marketing content quarterly
Law firms: have managing partner review attorney advertising compliance per state
Financial advisors: have compliance officer review per FINRA Rule 2210

12. Audit Mode

Use Section 4.1 to classify each piece of content. Then score against:

Per-article criteria (Section 6) — 24 points max per article. Average across all YMYL articles.
Site-wide criteria (Section 7) — 24 points max.

Total: 48 points max for YMYL audit.

Score	Status
44-48	World-class YMYL compliance
38-43	Compliant with minor gaps
30-37	Significant gaps requiring remediation
<30	Critical YMYL failures — immediate action required

A site cannot be considered YMYL-compliant if any Critical-severity item fails, regardless of total score.

13. Maintenance Schedule

13.1 Daily

Monitor mental health crisis page accuracy if applicable
Respond to corrections requests within 2 business days

13.2 Weekly

Review one piece of YMYL content from refresh queue
Check for new citations to add (new studies, regulatory updates)

13.3 Monthly

Generate YMYL compliance status report
Update corrections log with any material corrections
Run automated YMYL validation across all flagged content
Refresh time-sensitive content (drug info, tax dates, etc.)

13.4 Quarterly

Full YMYL audit of randomly sampled 10% of YMYL content
Reviewer credential verification (license still active, not suspended)
Editorial policy review
Industry compliance audit (HIPAA, SEC, bar advertising)
Update refresh calendar with new content

13.5 Annually

Comprehensive site-wide YMYL audit
Editorial policy substantive review
Disclaimer language legal review
AI use policy review
Reviewer team review (any changes, additions, departures)
Strategic decision: are we still publishing YMYL content responsibly?

13.6 On Regulatory Change

New SEC/FINRA rule → financial content review within 30 days
New tax law → tax content review immediately
New medical guidelines (ADA standards, ACOG guidelines, etc.) → relevant content review within 60 days
Court decisions affecting legal content → review within 90 days

14. Implementation/Audit Report Templates

14.1 YMYL Implementation Report Template

# YMYL Framework Implementation Report

**Project**: {{BUSINESS_NAME}}
**Domain**: {{PRIMARY_DOMAIN}}
**Implementation Date**: {{TODAY}}
**YMYL Classification**: {{CLASSIFICATION}}
**YMYL Categories**: {{CATEGORIES}}

## Summary
- **Total YMYL articles**: {{COUNT}}
- **Articles with full YMYL trust elements**: {{COUNT}}
- **Critical items remediated**: {{COUNT}}
- **Reviewer team established**: {{REVIEWER_LIST}}

## Required Pages Created
- /editorial-policy/ — {{STATUS}}
- /corrections-policy/ — {{STATUS}}
- /corrections-log/ — {{STATUS}}
- /medical-disclaimer/ — {{STATUS}}
- /financial-disclaimer/ — {{STATUS}}
- /legal-disclaimer/ — {{STATUS}}

## Per-Article Trust Elements Installed
{{TABLE_OF_ARTICLES_WITH_INSTALLED_ELEMENTS}}

## Industry Compliance Documentation
{{LIST_OF_COMPLIANCE_DOCS}}

## Items Flagged for Manual Review
{{LIST_WITH_REASONS}}

## Refresh Calendar Established
- Articles requiring monthly refresh: {{COUNT}}
- Articles requiring quarterly refresh: {{COUNT}}
- Articles requiring annual refresh: {{COUNT}}

## Validation Results
{{AUTOMATED_AND_MANUAL_RESULTS}}

## Sign-Off
Implementation complete: {{DATE}}
Implementer: {{NAME}}
Editorial Lead: {{NAME}}
Compliance Lead: {{NAME}}

14.2 YMYL Audit Report Template

# YMYL Framework Audit Report

**Site**: {{BUSINESS_NAME}}
**Audit Date**: {{TODAY}}
**YMYL Classification**: {{CLASSIFICATION}}

## Executive Summary
{{SUMMARY}}

**Overall Score**: {{X}}/48 ({{PERCENTAGE}}%)
**Status**: {{STATUS}}

## YMYL Inventory
- Total content: {{COUNT}}
- YMYL content (full): {{COUNT}}
- YMYL content (partial): {{COUNT}}
- YMYL content (lite): {{COUNT}}
- Non-YMYL content: {{COUNT}}

## Per-Article Compliance ({{X}}/24 average)
{{DETAILED_PER_ARTICLE_FINDINGS}}

## Site-Wide Compliance ({{X}}/24)
{{DETAILED_SITE_FINDINGS}}

## Critical Failures
{{LIST_WITH_REMEDIATION}}

## High-Severity Issues
{{LIST_WITH_REMEDIATION}}

## Industry-Specific Findings
{{HIPAA_SEC_BAR_FINDINGS}}

## Recommended Remediation Order
{{PRIORITIZED_LIST}}

## Sign-Off
Audit complete: {{DATE}}
Auditor: {{NAME}}

End of Framework Document

Document version: 1.0
Last updated: 2026-04-29
Maintained by: ThatDeveloperGuy

YMYL is the highest-stakes framework in the foundational library. Errors in YMYL content can harm users, expose the business to legal and regulatory consequences, and tank rankings. The standards in this document are non-negotiable. When in doubt, err toward more rigor — extra disclaimers, more credentialed reviewers, more frequent refresh, more conservative claims.

Companion documents in this library:

framework-eeat.md — Foundational E-E-A-T (YMYL applies elevated E-E-A-T standards)
framework-hcs.md — Helpful Content System
framework-sqrg.md — Search Quality Rater Guidelines
framework-coreupdates.md — Core Updates
framework-infogain.md — Information Gain
framework-entitysalience.md — Entity Salience
framework-knowledgegraph.md — Knowledge Graph
framework-aicitations.md — AI Citation Theory

About this framework library

This article is the Dev.to republish of a framework reference document from ThatDevPro's SEO + AI engineering library. Canonical source: https://www.thatdevpro.com/insights/framework-ymyl/

ThatDevPro is an SDVOSB-certified veteran-owned web + AI engineering studio operating from Cassville, Missouri. The studio runs the full 14-tier Engine Optimization stack and ships open-source tooling for AI citation engineering.

Companion 14-tier Engine Optimization stack (each tier is its own article):

Need this framework implemented on your site? See the Engine Optimization service or hire through ThatDevPro contact.