LW

Lena Whitmore

Science Writer

Facial Analysis & Appearance Psychology · Smile Tracker

I built Smile Tracker after noticing that most face-analysis apps either demanded account sign-ups, uploaded your photo to a server, or gave you a score with zero explanation behind it. I wanted something different — a tool that runs entirely in your browser, tells you exactly how it scores you, and backs every claim with published research.

I write evidence-based guides on the science of smiles, facial aging, face symmetry, and AI-powered biometrics. My goal is to make appearance science accessible and honest — grounded in peer-reviewed research, not clickbait.

Every article I publish includes citations to primary sources. I cover topics including Duchenne smile research, the biology of facial aging, how cameras distort perceived attractiveness, and what the academic literature actually says about facial symmetry and perceived beauty.

Areas of Expertise

Smile Science & Duchenne MarkersFacial Aging & Skin BiologyAI Face Analysis & BiometricsAppearance PsychologyPhoto Science & Camera PerceptionFacial Proportion Research

Articles by Lena Whitmore (100)

Types of Eye Shapes: Which Is Most Attractive?

Types of Eye Shapes: Which Is Most Attractive?

Eye Features · June 2026 · 9 min read

Eye Colour and Perceived Attractiveness: What Research Actually Shows

Eye Colour and Perceived Attractiveness: What Research Actually Shows

Eye Features · June 2026 · 8 min read

Nasolabial Folds: What Causes Smile Lines and How to Reduce Them

Nasolabial Folds: What Causes Smile Lines and How to Reduce Them

Skin & Aging · June 2026 · 9 min read

Tech Neck Lines: How Your Phone Is Aging Your Neck Faster

Tech Neck Lines: How Your Phone Is Aging Your Neck Faster

Skin & Aging · June 2026 · 8 min read

How to Improve Skin Texture: The Science-Backed Guide

How to Improve Skin Texture: The Science-Backed Guide

Skin & Aging · June 2026 · 9 min read

How to Boost Collagen in Your Face Naturally (7 Proven Methods)

How to Boost Collagen in Your Face Naturally (7 Proven Methods)

Skin & Aging · June 2026 · 9 min read

How to Reduce Facial Redness: Causes, Triggers, and Natural Fixes

How to Reduce Facial Redness: Causes, Triggers, and Natural Fixes

Skin & Aging · June 2026 · 8 min read

Best Eyebrow Shape for Your Face: The Complete Guide

Best Eyebrow Shape for Your Face: The Complete Guide

Eye Features · June 2026 · 9 min read

Under Eye Wrinkles: Causes, Prevention, and How to Reduce Them

Under Eye Wrinkles: Causes, Prevention, and How to Reduce Them

Skin & Aging · June 2026 · 8 min read

Facial Massage for Lifting and Glow: Benefits and Techniques

Facial Massage for Lifting and Glow: Benefits and Techniques

Skin & Aging · June 2026 · 8 min read

Why Your Eyes Look Dead in Photos (And How to Fix It)

Why Your Eyes Look Dead in Photos (And How to Fix It)

Smile Science · June 2026 · 7 min read

Fox Eyes: The Science Behind the Lifted, Almond Eye Look

Fox Eyes: The Science Behind the Lifted, Almond Eye Look

Eye Features · June 2026 · 7 min read

Doe Eyes: What Makes Eyes Look Wide, Soft, and Feminine

Doe Eyes: What Makes Eyes Look Wide, Soft, and Feminine

Eye Features · June 2026 · 7 min read

What Makes a Face Look Feminine: The Science of Feminine Facial Features

What Makes a Face Look Feminine: The Science of Feminine Facial Features

Facial Attractiveness · June 2026 · 9 min read

Cheekbone Exercises: Do They Actually Change Your Face?

Cheekbone Exercises: Do They Actually Change Your Face?

Face Exercises · June 2026 · 7 min read

Puffy Face: Why It Happens and How to Reduce It Fast

Puffy Face: Why It Happens and How to Reduce It Fast

Face Health · June 2026 · 7 min read

How to Make Your Face Look Slimmer: What Actually Works

How to Make Your Face Look Slimmer: What Actually Works

Face Shape · June 2026 · 8 min read

Nose Shapes: The 6 Most Common Types and How Each Photographs

Nose Shapes: The 6 Most Common Types and How Each Photographs

Face Analysis · June 2026 · 7 min read

How Old Do I Look? What Makes Faces Look Older or Younger Than They Are

How Old Do I Look? What Makes Faces Look Older or Younger Than They Are

Age Analysis · June 2026 · 8 min read

Deep Set Eyes: What They Are and Why They Look So Intense

Deep Set Eyes: What They Are and Why They Look So Intense

Eye Features · June 2026 · 7 min read

Types of Smiles and What They Mean: A Science-Backed Guide

Types of Smiles and What They Mean: A Science-Backed Guide

Smile Science · June 2026 · 12 min read

Tear Trough Aging: Why Under-Eye Hollows Develop and What They Reveal

Tear Trough Aging: Why Under-Eye Hollows Develop and What They Reveal

Age Analysis · June 1, 2026 · 7 min read

Jaw Clenching and Your Face: How Bruxism Changes Your Appearance

Jaw Clenching and Your Face: How Bruxism Changes Your Appearance

Face Analysis · June 1, 2026 · 6 min read

Facial Volume Loss: How Hollow Cheeks and Fat Redistribution Age Your Face

Facial Volume Loss: How Hollow Cheeks and Fat Redistribution Age Your Face

Age Analysis · June 1, 2026 · 7 min read

Most Attractive Eye Shape: What Research Says About Eyes and Beauty

Most Attractive Eye Shape: What Research Says About Eyes and Beauty

Face Analysis · June 1, 2026 · 7 min read

Neck Aging Signs: Why Your Neck Can Look Older Than Your Face

Neck Aging Signs: Why Your Neck Can Look Older Than Your Face

Age Analysis · June 1, 2026 · 6 min read

Most Attractive Lip Shape: The Science Behind Cupid's Bow and Lip Proportions

Most Attractive Lip Shape: The Science Behind Cupid's Bow and Lip Proportions

Face Analysis · June 1, 2026 · 6 min read

Why Smiling Is Contagious: The Neuroscience of Facial Mimicry

Why Smiling Is Contagious: The Neuroscience of Facial Mimicry

Smile Science · June 1, 2026 · 6 min read

Are Gap Teeth Attractive? The Science and Culture Behind Diastema Beauty

Are Gap Teeth Attractive? The Science and Culture Behind Diastema Beauty

Smile Science · June 1, 2026 · 6 min read

Are Cheek Dimples Attractive? The Science and Psychology of Dimples

Are Cheek Dimples Attractive? The Science and Psychology of Dimples

Face Analysis · June 1, 2026 · 5 min read

Marionette Lines: What Causes Them and How to Detect Them Early

Marionette Lines: What Causes Them and How to Detect Them Early

Age Analysis · June 1, 2026 · 6 min read

Why Does My Nose Look Big in Selfies? The Camera Science Explained

Why Does My Nose Look Big in Selfies? The Camera Science Explained

Camera & Perception · May 30, 2026 · 6 min read

Why Do I Look Fat in Photos? The Optics Behind Camera Weight Gain

Why Do I Look Fat in Photos? The Optics Behind Camera Weight Gain

Camera & Perception · May 30, 2026 · 7 min read

Why Do I Always Look Tired? The Anatomy Behind a Permanently Fatigued Face

Why Do I Always Look Tired? The Anatomy Behind a Permanently Fatigued Face

Face Science · May 30, 2026 · 7 min read

How Lighting Affects Your Appearance: The Complete Science Guide

How Lighting Affects Your Appearance: The Complete Science Guide

Camera & Perception · May 29, 2026 · 7 min read

Filter Dysmorphia: When Beauty Filters Distort How You See Yourself

Filter Dysmorphia: When Beauty Filters Distort How You See Yourself

Psychology & Perception · May 29, 2026 · 8 min read

Why Do I Look Unapproachable? The Science Behind Resting Bitch Face

Why Do I Look Unapproachable? The Science Behind Resting Bitch Face

Face Science · May 29, 2026 · 7 min read

Why Do I Look Different in Every Photo? The Real Explanation

Why Do I Look Different in Every Photo? The Real Explanation

Photo Science · May 29, 2026 · 6 min read

Cortisol Face: Why Chronic Stress Makes Your Face Look Puffy

Cortisol Face: Why Chronic Stress Makes Your Face Look Puffy

Stress & Aging · May 29, 2026 · 7 min read

Why Do I Look Young for My Age? The Science of Neoteny and Youthful Faces

Why Do I Look Young for My Age? The Science of Neoteny and Youthful Faces

Face Science · May 29, 2026 · 7 min read

How Others Perceive Your Attractiveness (And Why You Get It Wrong)

How Others Perceive Your Attractiveness (And Why You Get It Wrong)

Self-Perception · May 29, 2026 · 6 min read

Does a Beard Make You More Attractive? What 12 Studies Say

Does a Beard Make You More Attractive? What 12 Studies Say

Face Science · May 2026 · 6 min read

Buccal Fat: What It Is, Why It Matters, and the Removal Debate

Buccal Fat: What It Is, Why It Matters, and the Removal Debate

Face Science · May 2026 · 7 min read

Eyebrow Shape and Attractiveness: What the Research Shows

Eyebrow Shape and Attractiveness: What the Research Shows

Beauty Science · May 2026 · 6 min read

What Is Facial Harmony? The Science of Features That Work Together

What Is Facial Harmony? The Science of Features That Work Together

Face Science · May 2026 · 6 min read

The Science of How Smiling Affects Confidence and First Impressions

The Science of How Smiling Affects Confidence and First Impressions

Smile Science · May 2026 · 6 min read

How to Look Younger: 8 Science-Backed Changes That Actually Work

How to Look Younger: 8 Science-Backed Changes That Actually Work

Age & Youth · May 2026 · 8 min read

High Testosterone Facial Features: The Science of Facial Masculinity

High Testosterone Facial Features: The Science of Facial Masculinity

Face Science · May 2026 · 7 min read

Why Eye Contact Is the Most Powerful Attractiveness Signal

Why Eye Contact Is the Most Powerful Attractiveness Signal

Smile Science · May 2026 · 6 min read

Skin Quality and Attractiveness: Why Skin Matters More Than Features

Skin Quality and Attractiveness: Why Skin Matters More Than Features

Beauty Science · May 2026 · 7 min read

Forehead Size and Attractiveness: What Science Says Is Ideal

Forehead Size and Attractiveness: What Science Says Is Ideal

Face Science · May 2026 · 6 min read

What Causes a Double Chin and Can You Get Rid of It?

What Causes a Double Chin and Can You Get Rid of It?

Appearance Science · May 2026 · 6 min read

What Makes a Nose Attractive? The Science of Nose Shape

What Makes a Nose Attractive? The Science of Nose Shape

Facial Aesthetics · May 2026 · 5 min read

The Halo Effect: How Your Looks Affect How People See You

The Halo Effect: How Your Looks Affect How People See You

Appearance Science · May 2026 · 6 min read

Gua Sha: Does It Actually Sculpt Your Face?

Gua Sha: Does It Actually Sculpt Your Face?

Skincare & Appearance · May 2026 · 6 min read

What Makes Lips Attractive? The Science of Lip Shape

What Makes Lips Attractive? The Science of Lip Shape

Facial Aesthetics · May 2026 · 5 min read

How to Glow Up: The Real Science Behind It

How to Glow Up: The Real Science Behind It

Appearance Science · May 2026 · 7 min read

Are Dark Circles Genetic? What Science Says

Are Dark Circles Genetic? What Science Says

Appearance Science · May 2026 · 6 min read

Are Smile Lines Attractive or Do They Make You Look Older?

Are Smile Lines Attractive or Do They Make You Look Older?

Smile Science · May 2026 · 6 min read

Why Does My Smile Look Different in Every Photo?

Why Does My Smile Look Different in Every Photo?

Photo Tips · May 2026 · 6 min read

Does Face Yoga Actually Work? What the Research Says

Does Face Yoga Actually Work? What the Research Says

Aging & Appearance · May 2026 · 7 min read

What Is Canthal Tilt and Does It Affect How Attractive Your Eyes Look?

What Is Canthal Tilt and Does It Affect How Attractive Your Eyes Look?

Face Science · May 2026 · 6 min read

Hunter Eyes vs Prey Eyes: What Is the Difference and Which Is More Attractive?

Hunter Eyes vs Prey Eyes: What Is the Difference and Which Is More Attractive?

Face Science · May 2026 · 6 min read

How Lack of Sleep Ages Your Face (And How Quickly It Happens)

How Lack of Sleep Ages Your Face (And How Quickly It Happens)

Aging & Appearance · May 2026 · 7 min read

What Causes Eye Bags and How Do They Make You Look Older?

What Causes Eye Bags and How Do They Make You Look Older?

Aging & Appearance · May 2026 · 6 min read

Open Mouth vs Closed Mouth Smile: Which One Looks Better in Photos?

Open Mouth vs Closed Mouth Smile: Which One Looks Better in Photos?

Smile Science · May 2026 · 6 min read

Resting Face & First Impressions: What Science Says About Your Default Expression

Resting Face & First Impressions: What Science Says About Your Default Expression

Smile Science · May 2026 · 6 min read

Am I Photogenic? The Science Behind Why Some Faces Photograph Better

Am I Photogenic? The Science Behind Why Some Faces Photograph Better

Photo Tips · May 2026 · 6 min read

Can AI Guess Your Age From a Photo? How It Works and What Affects the Result

Can AI Guess Your Age From a Photo? How It Works and What Affects the Result

Age & Appearance · May 2026 · 6 min read

Asymmetrical Face: Is It Normal and Does It Actually Affect Attractiveness?

Asymmetrical Face: Is It Normal and Does It Actually Affect Attractiveness?

Smile Science · May 2026 · 6 min read

How to Look More Attractive: Science-Backed Techniques That Work

How to Look More Attractive: Science-Backed Techniques That Work

Smile Tips · May 2026 · 7 min read

What Makes a Face Attractive? The Science Behind Facial Attractiveness

What Makes a Face Attractive? The Science Behind Facial Attractiveness

Smile Science · May 2026 · 7 min read

How to Take a Good Selfie: Lighting, Angle, and Expression Guide

How to Take a Good Selfie: Lighting, Angle, and Expression Guide

Photo Tips · May 2026 · 6 min read

Does Smiling Make You Look Younger? What Research and AI Data Show

Does Smiling Make You Look Younger? What Research and AI Data Show

Age & Appearance · May 2026 · 6 min read

Golden Ratio Face: How to Measure Yours and What It Actually Means

Golden Ratio Face: How to Measure Yours and What It Actually Means

Smile Science · May 2026 · 7 min read

How Stress Ages Your Face: The Biology and What You Can Do

How Stress Ages Your Face: The Biology and What You Can Do

Age & Appearance · May 2026 · 7 min read

Teeth and Attractiveness: Does Your Smile Really Matter?

Teeth and Attractiveness: Does Your Smile Really Matter?

Smile Tips · May 2026 · 6 min read

Why Do I Look Different in Photos vs the Mirror? The Science Explained

Why Do I Look Different in Photos vs the Mirror? The Science Explained

Photo Tips · May 2026 · 7 min read

How Smiling Affects First Impressions: The Science of Trust, Attraction, and Competence

How Smiling Affects First Impressions: The Science of Trust, Attraction, and Competence

Smile Science · May 2026 · 7 min read

Jawline Definition and Facial Attractiveness: The Science Behind the Feature Everyone Notices

Jawline Definition and Facial Attractiveness: The Science Behind the Feature Everyone Notices

Age & Appearance · May 2026 · 7 min read

Nervous Smile vs Natural Smile: Why Your Smile Changes Under Pressure (and How to Fix It)

Nervous Smile vs Natural Smile: Why Your Smile Changes Under Pressure (and How to Fix It)

Smile Science · May 2026 · 8 min read

How to Look Better on Video Calls: Lighting, Angle, and Expression Science

How to Look Better on Video Calls: Lighting, Angle, and Expression Science

Photo Tips · May 2026 · 8 min read

What Face Shape Do I Have? How to Find Out and What It Means

What Face Shape Do I Have? How to Find Out and What It Means

Face Science · May 2026 · 7 min read

Mewing Results: Does It Actually Change Your Face? The Science

Mewing Results: Does It Actually Change Your Face? The Science

Face Science · May 2026 · 8 min read

Why Do I Look Bad on Camera? The Real Reasons (and How to Fix Them)

Why Do I Look Bad on Camera? The Real Reasons (and How to Fix Them)

Photo Tips · May 2026 · 7 min read

Benefits of Smiling: What Science Says Happens When You Smile

Benefits of Smiling: What Science Says Happens When You Smile

Smile Science · May 2026 · 7 min read

How Your Face Changes With Age: A Decade-by-Decade Breakdown

How Your Face Changes With Age: A Decade-by-Decade Breakdown

Aging & Appearance · May 2026 · 9 min read

High Cheekbones vs Low Cheekbones: Attractiveness and What They Signal

High Cheekbones vs Low Cheekbones: Attractiveness and What They Signal

Face Science · May 2026 · 6 min read

Why Do I Look Older Than My Age? The Science Behind Perceived Age

Why Do I Look Older Than My Age? The Science Behind Perceived Age

Aging & Appearance · May 2026 · 7 min read

Hooded Eyes: Are They Attractive and What Do They Communicate?

Hooded Eyes: Are They Attractive and What Do They Communicate?

Face Science · May 2026 · 6 min read

Smile Exercises: How to Train Your Facial Muscles for a Better Smile

Smile Exercises: How to Train Your Facial Muscles for a Better Smile

Smile Tips · May 2026 · 7 min read

How to Look More Attractive in Photos: 6 Science-Backed Fixes

How to Look More Attractive in Photos: 6 Science-Backed Fixes

Photo Tips · May 2026 · 6 min read

What Makes a Face Look Older? 7 Factors AI Aging Tools Detect

What Makes a Face Look Older? 7 Factors AI Aging Tools Detect

Age & Appearance · May 2026 · 7 min read

What Your Smile Says About Your Personality (Science Explains)

What Your Smile Says About Your Personality (Science Explains)

Smile Science · May 2026 · 7 min read

How to Smile with Your Eyes: The Smize Technique Explained

How to Smile with Your Eyes: The Smize Technique Explained

Smile Science · May 2026 · 6 min read

How to Look Younger in Photos: 8 Techniques Tested with AI

How to Look Younger in Photos: 8 Techniques Tested with AI

Age & Appearance · May 2026 · 6 min read

Why Does My Smile Look Fake in Photos? (Causes & Fixes)

Why Does My Smile Look Fake in Photos? (Causes & Fixes)

Smile Science · May 2026 · 5 min read

How to Smile Naturally in Photos: 7 Techniques That Actually Work

How to Smile Naturally in Photos: 7 Techniques That Actually Work

Photo Tips · May 2026 · 6 min read

What Is a Duchenne Smile? The Science Behind a Real Smile

What Is a Duchenne Smile? The Science Behind a Real Smile

Smile Science · May 2026 · 6 min read

How to Improve Your Smile Naturally: 6 Science-Backed Techniques

How to Improve Your Smile Naturally: 6 Science-Backed Techniques

Smile Tips · April 2026 · 7 min read