Editorial Policy

Last Updated: November 28, 2025

At FaceAuraAI, we are committed to providing accurate, research-backed, and trustworthy beauty and facial analysis content. This editorial policy outlines our standards, processes, and principles to ensure quality and reliability in everything we publish.​

Our Editorial Standards

Accuracy & Research-Based Content

Every article published on FaceAuraAI is grounded in scientific research and credible sources. We:​

• Cite peer-reviewed journals, clinical studies, and reputable scientific publications
• Prioritize recent research (within the last 5 years) when available
• Cross-reference claims against multiple authoritative sources
• Link directly to original sources for reader verification
• Update content regularly to reflect current scientific understanding

Fact-Checking Process

All content undergoes a rigorous fact-checking workflow before publication:​

1. Research Phase: Writers compile information from peer-reviewed journals (PubMed, NCBI, dermatology publications) and authoritative sources
2. Editorial Review: Every article undergoes a multi-step verification process where claims are cross-referenced against primary medical sources (such as PubMed or AAD guidelines) to ensure alignment with current scientific consensus.
3. Quality Check: Content is reviewed for clarity, completeness, and adherence to our sourcing standards
4. Final Verification: Claims, statistics, and recommendations are cross-checked before publication

Content Integrity

What We Avoid:

• Making diagnostic or treatment claims
• Recommending specific medical procedures without proper substantiation
• Relying on marketing claims from beauty brands without scientific backing
• Publishing unsubstantiated efficacy claims

What We Focus On:

• Educational information about facial features, beauty science, and skincare ingredients
• Evidence-based explanations of beauty concepts and techniques
• Transparent discussion of what research shows versus marketing claims
• Clear presentation of limitations in existing research

Sourcing Standards

We maintain strict sourcing criteria to ensure content reliability:​

Preferred Sources:

• Peer-reviewed scientific journals and clinical studies
• Published research from dermatology and cosmetic science institutions
• Government health agencies and medical organizations
• Direct citations from licensed beauty professionals, board-certified specialists, and peer-reviewed dermatological journals.

Sources We Avoid:

• Brand marketing materials as primary evidence
• Non-peer-reviewed blog posts or unverified claims
• Social media trends without scientific backing
• Outdated research (unless historical context is relevant)

Transparency & Updates

Publication Dates

Every article displays:

• Original publication date
• Last updated date
• Last fact-checked date (when applicable)

Corrections Policy

When errors are identified, we:​

• Correct the information promptly
• Note the correction and date at the bottom of the article
• Update the “Last Updated” timestamp
• Maintain editorial integrity by acknowledging mistakes transparently

Content Updates

We review and update our most-read articles quarterly to ensure:​

• Information reflects current research
• Links and references remain active and valid
• Statistics and data points are current
• New relevant findings are incorporated

Use of AI Technology

AI-Assisted Content Creation

FaceAuraAI uses artificial intelligence responsibly to enhance content production. Our approach:​

• Human Oversight: All AI-assisted content is thoroughly reviewed, edited, and verified by our editorial team
• Fact Verification: Every claim in AI-assisted content is checked against authoritative sources through manual human review
• Quality Control: Content is rewritten and refined to meet our editorial standards for accuracy, tone, and readability
• No Direct Publication: We never publish raw AI-generated content without extensive human review and verification

AI-Powered Tools

Our facial analysis tools (Face Shape Detector, Symmetry Analyzer, Golden Ratio Calculator, etc.) use AI technology to provide instant analysis. These tools are:​

• Designed for educational and entertainment purposes
• Based on established beauty science and facial proportion research
• Not intended as medical or diagnostic tools
• Continuously refined based on user feedback and technological improvements

Medical Disclaimer

Important: The information on FaceAuraAI is for educational and informational purposes only. It is not intended as medical advice, diagnosis, or treatment.​

• Always consult a qualified healthcare provider or board-certified dermatologist for medical concerns
• Our AI tools provide general facial analysis and are not diagnostic instruments
• Product recommendations are educational; individual results may vary
• We do not endorse specific treatments, procedures, or medical interventions

Editorial Independence

Affiliate Disclosure

When we link to products, we may earn a commission through affiliate programs. However:​

• Affiliate relationships do not influence our editorial recommendations
• Product selections are based on research, user reviews, and ingredient analysis
• We clearly disclose affiliate relationships where applicable
• Our editorial team’s recommendations remain unbiased

Our Commitment to Readers

Inclusive & Respectful Content

Our content is created with respect for:​

• Diverse skin tones, facial features, and beauty standards across ethnicities
• All genders, ages, and backgrounds
• Different beauty preferences and personal choices
• Body positivity and individual uniqueness

Reader-First Approach

Every piece of content is written with our readers in mind:​

• Clear, jargon-free language that’s easy to understand
• Practical, actionable information
• Honest discussion of what works and what doesn’t
• Empowering education over prescriptive advice

Contact & Feedback

We value reader feedback and take concerns seriously.​

For Content Corrections: If you identify an error or outdated information, contact us with the article URL and specific concern

For General Feedback: Share suggestions, questions, or comments about our content

Email: hello@faceauraai.com. #235, 5th Main, Ejipura, Bangalore – 560047

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About Our Team

FaceAuraAI is founded by technology entrepreneurs passionate about the intersection of AI and beauty science. We collaborate with digital researchers and utilize advanced data analysis to make beauty metrics accessible. While we are technology experts, we prioritize medical accuracy by strictly adhering to consensus from board-certified dermatological sources.