Attractiveness Test FAQ - 30+ Common Questions Answered

Get comprehensive answers to all your questions about our AI attractiveness test. This detailed FAQ covers everything from basic usage to technical details, privacy concerns, and result interpretation. Find the information you need to make the most of your facial analysis experience.

Getting Started

What photo formats are supported?

Our attractiveness test supports the most common image formats to ensure maximum compatibility:

• JPG/JPEG: The most widely used format, perfect for photographs
• PNG: Ideal for high-quality images with transparency
• WEBP: Modern format offering excellent compression

All formats should be in full color (not black and white) for accurate analysis. The system automatically handles format conversion during processing, so you don't need to worry about converting your images beforehand.

Is there a file size limit?

Yes, we accept photos up to 10MB in size. This limit ensures fast upload times while maintaining sufficient quality for accurate analysis. Most smartphone photos are well within this limit. If your photo exceeds 10MB, you can:

• Reduce the resolution slightly (maintaining at least 640x480 pixels)
• Save in JPG format with 85-90% quality
• Use online compression tools that preserve visual quality

Can I upload multiple photos?

Absolutely! You can analyze as many photos as you want. In fact, we encourage analyzing multiple photos to understand how different factors affect your attractiveness score:

• Different lighting conditions
• Various angles and poses
• With and without makeup
• Different hairstyles
• Various expressions

Each photo is analyzed independently, allowing you to compare results and identify your most flattering presentations.

Do I need to create an account?

No account is required for basic attractiveness test analysis. You can upload a photo and receive results immediately without any registration. However, creating a free account offers benefits:

• Save your analysis history
• Track changes over time
• Access detailed comparison tools
• Receive personalized recommendations
• Download detailed PDF reports

Is the test really free?

Yes, the basic AI attractiveness test is completely free with no hidden charges. You can:

• Upload unlimited photos
• Receive comprehensive analysis
• View detailed feature breakdowns
• Get personalized recommendations
• Access educational content

Premium features (optional) include advanced analysis modes, priority processing, and detailed PDF reports, but the core attractiveness testing functionality remains free forever.

Technical Questions

How does the AI analyze faces?

Our attractiveness test uses sophisticated deep learning technology to analyze faces through multiple stages:

1. Face Detection: Advanced algorithms locate and isolate your face from the background
2. Landmark Identification: The system maps 68 key facial points with sub-pixel accuracy
3. Feature Extraction: Neural networks analyze individual features like eyes, nose, mouth
4. Proportion Calculation: Mathematical analysis of facial ratios and relationships
5. Symmetry Assessment: Bilateral comparison for facial balance
6. Holistic Evaluation: All factors combined using weighted algorithms

The entire process leverages convolutional neural networks trained on millions of diverse faces, ensuring accurate and unbiased analysis across all ethnicities and facial types.

What is the golden ratio measurement?

The golden ratio (phi = 1.618) is a mathematical proportion found throughout nature and classical art, long associated with aesthetic appeal. In facial analysis, we measure:

• Facial length to width ratio
• Eye spacing relative to face width
• Nose width to mouth width
• Forehead to chin proportions
• Various triangle formations in facial features

While the golden ratio provides one framework for understanding facial proportions, our attractiveness test combines it with many other factors for comprehensive analysis. Not all attractive faces perfectly match the golden ratio, and cultural variations in beauty standards are also considered.

How accurate are the results?

Our AI system achieves high accuracy through several mechanisms:

• Consistency: Same photo analyzed multiple times yields identical results
• Correlation: Strong alignment with aggregated human attractiveness ratings
• Validation: Regular testing against established facial analysis benchmarks
• Precision: Sub-pixel accuracy in facial measurement

However, it's important to understand that attractiveness is partially subjective. Our system provides objective analysis based on mathematical and scientific principles, which represents one perspective on facial aesthetics. Individual preferences and cultural factors also play significant roles in real-world attractiveness.

Why do results vary between photos?

Several factors can cause variation in your attractiveness test scores:

Lighting Changes: Different lighting dramatically affects facial appearance

• Shadows can hide or accentuate features
• Harsh lighting may emphasize skin texture
• Soft lighting tends to be more flattering

Angle Variations: Even slight angle changes affect measurements

• Face turned slightly changes proportion calculations
• Tilted head affects symmetry analysis
• Distance from camera influences perspective

Expression Differences: Facial expressions alter feature positions

• Smiling changes mouth and eye shape
• Raised eyebrows affect facial proportions
• Tension in jaw muscles impacts face shape

Image Quality: Technical factors matter

• Blur affects feature detection accuracy
• Compression artifacts can confuse algorithms
• Resolution impacts detail analysis

What facial features are analyzed?

Our comprehensive attractiveness test evaluates numerous facial features:

Primary Features:

• Eyes: Shape, size, spacing, symmetry, and color contrast
• Nose: Length, width, bridge definition, nostril shape
• Mouth: Lip fullness, width, symmetry, proportion
• Jawline: Definition, angle, symmetry
• Cheekbones: Prominence, position, harmony

Secondary Aspects:

• Forehead: Height, width, proportion to face
• Eyebrows: Shape, arch, positioning
• Chin: Projection, width, alignment
• Skin: Clarity, texture, tone evenness
• Overall facial harmony and balance

Does makeup affect the score?

Yes, makeup can influence your attractiveness test results, though the impact varies:

Positive Effects:

• Enhanced symmetry through contouring
• Improved skin appearance
• Accentuated eyes and lips
• Better defined features

Considerations:

• Heavy makeup may obscure natural features
• Extreme contouring can distort proportions
• Filters or digital makeup are detected and may cause errors

For baseline analysis, we recommend minimal or no makeup. You can then analyze photos with makeup to understand its impact on your score.

Can the AI detect photo filters?

Our system includes filter detection capabilities:

• Beauty filters: Often detected and flagged
• Snapchat/Instagram filters: Usually identified
• Subtle editing: May not always be detected
• Professional retouching: Depends on extent

When filters are detected, results may be less accurate as they analyze the filtered appearance rather than natural features. For most accurate results, use unfiltered, unedited photos.

How long does analysis take?

The attractiveness test typically completes in:

• Standard analysis: 5-10 seconds
• Peak times: Up to 15 seconds
• High-resolution images: May take slightly longer

Processing time depends on:

• Current server load
• Image size and complexity
• Network connection speed
• Number of users analyzing simultaneously

If analysis takes longer than 30 seconds, try refreshing the page or uploading a slightly smaller image.

Privacy & Security

Are my photos stored?

We take privacy seriously with a strict no-storage policy:

Default behavior:

• Photos are processed in real-time
• Immediately deleted after analysis
• No permanent storage on servers
• No backup copies retained

Optional storage (with explicit consent):

• Save results to your account
• Compare analyses over time
• Access history from any device
• Delete saved data anytime

We never store photos without your explicit permission, and even saved data can be permanently deleted at your request.

How is my data protected?

Multiple security layers protect your attractiveness test data:

Technical Measures:

• SSL/TLS encryption for all transfers
• Secure cloud infrastructure
• Regular security audits
• Isolated processing environments
• Encrypted temporary storage

Policy Protections:

• Strict access controls
• No employee access to user photos
• Regular security training
• Incident response procedures
• Third-party security assessments

Can I delete my results?

Absolutely. You have complete control over your data:

Without an account: Results are automatically deleted after processing

With an account:

• Delete individual analyses anytime
• Clear entire history with one click
• Request complete account deletion
• Export your data before deletion
• No questions asked policy

Deletion is permanent and immediate, with no recovery possibility.

Do you share data with third parties?

No, we never sell or share your personal data:

• No advertising networks: Your photos aren't used for ads
• No data brokers: We don't sell information
• No social media sharing: Unless you explicitly share
• No research use: Without explicit consent

The only exceptions are:

• Legal requirements (court orders)
• Essential service providers (cloud hosting) under strict agreements
• With your explicit, informed consent

Is the platform GDPR compliant?

Yes, we fully comply with GDPR and other privacy regulations:

Your rights include:

• Right to access your data
• Right to rectification
• Right to erasure ("right to be forgotten")
• Right to data portability
• Right to object to processing
• Right to restrict processing

We provide clear privacy policies, obtain appropriate consent, and maintain detailed records of data processing activities.

Understanding Results

What does my score mean?

Your attractiveness test score (1-10) represents an objective assessment based on facial proportions and features:

Score Ranges:

• 9-10: Exceptional facial harmony, near-ideal proportions
• 7-8.9: Very attractive, well-balanced features
• 5-6.9: Above average attractiveness
• 3-4.9: Average range (where most people score)
• 1-2.9: Areas for potential enhancement

Remember: This is one perspective based on mathematical analysis. Real-world attractiveness involves personality, confidence, style, and cultural factors not captured by facial analysis alone.

How do I interpret each metric?

Each metric in your attractiveness test provides specific insights:

Symmetry Score: Measures facial balance

• Higher scores indicate more symmetrical features
• Perfect symmetry is rare and not always most attractive
• Slight asymmetry is normal and can add character

Golden Ratio Alignment: Proportion analysis

• Shows how closely you match classical proportions
• Not the only measure of beauty
• Cultural variations exist

Feature Scores: Individual feature analysis

• Identifies your strongest features
• Highlights areas for potential enhancement
• Guides makeup and styling decisions

Harmony Score: Overall feature coordination

• Measures how well features work together
• More important than individual feature perfection
• Indicates overall facial balance

Why is my score different from expectations?

Several factors might cause unexpected attractiveness test scores:

Photo Quality Issues:

• Poor lighting hiding your best features
• Unflattering angle or expression
• Low resolution missing fine details
• Shadows creating apparent asymmetry

Expectation Misalignment:

• Personal perception differs from objective analysis
• Cultural beauty standards vary
• Comparison to edited/filtered images
• Focus on perceived flaws vs. overall appearance

Technical Factors:

• Glasses creating shadows or reflections
• Hair obscuring facial structure
• Makeup dramatically altering appearance
• Expression affecting proportions

Try multiple photos in different conditions for a more complete picture.

Can I improve my score?

Yes, many factors affecting your attractiveness test score can be improved:

Immediate improvements:

• Better photography techniques
• Optimal lighting and angles
• Appropriate makeup application
• Flattering hairstyles
• Good skincare routine

Long-term enhancements:

• Consistent skincare regimen
• Healthy lifestyle (diet, exercise, sleep)
• Professional treatments (if desired)
• Confidence and posture improvement
• Stress reduction for better skin

Remember, the goal isn't perfection but understanding and enhancing your unique features.

Are results affected by ethnicity?

Our AI attractiveness test is designed to be ethnically inclusive:

Training Diversity: Models trained on millions of faces from all ethnic backgrounds No Bias: Equal representation prevents favoring any group Cultural Awareness: Recognition that beauty standards vary Fair Analysis: Same analytical criteria applied to all faces

However, we acknowledge that beauty standards have cultural components. Our analysis provides one perspective based on mathematical proportions that tend to be appreciated across cultures, but individual and cultural preferences always play important roles.

How do I compare to average?

Your attractiveness test results include comparative context:

• Percentile ranking: Where you fall in the distribution
• Feature comparisons: How each feature compares to average
• Demographic context: Comparison within age groups
• Improvement potential: Areas where you exceed or could enhance

Most people score in the 3-7 range, with 5 being the mathematical average. Scores above 7 are relatively rare, while scores above 8 are exceptional. Remember that "average" doesn't mean unattractive—it means typical, and many factors beyond facial structure contribute to overall attractiveness.

What are the score ranges?

Attractiveness test scores follow this distribution:

• 10: Exceptionally rare (less than 0.1%)
• 9-9.9: Very rare (less than 1%)
• 8-8.9: Uncommon (about 5%)
• 7-7.9: Above average (about 10%)
• 6-6.9: Moderately above average (about 15%)
• 5-5.9: Slightly above average (about 20%)
• 4-4.9: Average range (about 20%)
• 3-3.9: Slightly below average (about 15%)
• 2-2.9: Below average (about 10%)
• 1-1.9: Well below average (about 4%)

These ranges represent statistical distributions, not value judgments about worth or overall attractiveness.

Troubleshooting

Photo upload fails - what to do?

If your photo won't upload to the attractiveness test, try these solutions:

Check Basic Requirements:

• File size under 10MB
• Supported format (JPG, PNG, WEBP)
• Stable internet connection
• Browser allows file uploads

Common Fixes:

1. Clear browser cache and cookies
2. Try a different browser
3. Disable ad blockers temporarily
4. Reduce image size
5. Convert HEIC to JPG (iPhone photos)
6. Check firewall settings

If problems persist, contact support with error details.

Analysis stuck or slow?

If your attractiveness test analysis seems frozen:

Immediate Actions:

1. Wait 30 seconds (may be processing)
2. Check internet connection
3. Refresh the page
4. Re-upload the photo
5. Try a smaller file size

Common Causes:

• High server load during peak times
• Large file size requiring more processing
• Network connectivity issues
• Browser compatibility problems

Solutions:

• Try during off-peak hours
• Use a different device/browser
• Ensure stable internet connection
• Clear browser cache

Can't see my results?

If results don't appear after analysis:

Check These First:

• Analysis completed successfully (green checkmark)
• Page fully loaded (no spinning indicators)
• JavaScript enabled in browser
• No browser extensions blocking content

Try These Steps:

1. Refresh the page
2. Clear browser cache
3. Disable ad blockers
4. Try incognito/private mode
5. Use a different browser
6. Check if results are in account history

Browser compatibility issues?

Our attractiveness test works best on:

Recommended Browsers:

• Chrome 90+ (optimal)
• Firefox 88+
• Safari 14+
• Edge 90+

Mobile Browsers:

• Chrome Mobile
• Safari iOS
• Samsung Internet

Known Issues:

• Internet Explorer not supported
• Older browsers may have problems
• Some privacy-focused browsers may block features
• Aggressive ad blockers might interfere

Update your browser for the best experience.

Mobile vs desktop differences?

Both platforms support the attractiveness test with slight differences:

Mobile Advantages:

• Direct camera access for photos
• Touch interface for easy navigation
• Portable for on-the-go analysis

Desktop Advantages:

• Larger screen for detailed results
• Easier file management
• Better for comparing multiple results
• More stable processing

Tips for Mobile:

• Use WiFi for faster uploads
• Ensure adequate storage space
• Close other apps for better performance
• Use landscape mode for better viewing

Both provide the same analysis quality and accuracy.

Additional Resources

For more information about our AI attractiveness test, explore these helpful resources:

• How to Use Guide - Detailed usage instructions
• About Our Platform - Learn about our technology
• Science of Attractiveness - Understanding the science
• Beauty Tips - Improvement strategies

We're constantly updating this FAQ based on user feedback. If you have suggestions for additional questions to include, please let us know. Your input helps us serve the community better!