free · no sign-up
Attractiveness Test
A free, on-device face read in seconds: symmetry, proportions and jawline from 478 facial landmarks, scored 0–100 with the formula shown. No photo uploaded, no account.
How attractive am I?
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478 points · measured on your device
The full 478-point mesh, laid open
Most tools show you a number and hide the machinery. This is the layer the number comes from: 478 landmarks, 2,556 connections, measured in your browser. Switch between the three views, then share the one you want.
Analysis geometry
478 landmarks mapped
Coloured connectors show the symmetry residuals the score is read from, alongside the proportion measurements. Nothing here is inferred from a model of what a face "should" look like — it is measured off your pixels, on your device.
- Low deviation
- Moderate
- High deviation
AI-generated sample portrait with a real 478-point landmark run over it — shown so you can see the layer before you scan. Your free read draws these same layers over your own photo, locally and never uploaded.
Beyond your headline score
See what's holding your score back — and what to do first
The free read names your band. It does not rank the six signals against each other — because ranking is exactly the part that turns a fun number into a usable plan.
Locked
Highest-leverage area Jaw symmetry · hidden until you open the report
Every face is a mix. One person is symmetry-strong but jawline-soft; another is golden-ratio-balanced but eye-area-quiet. The free read can't tell you which of your six signals is the one worth your attention — because that ordering only matters once you have decided to act on it.
- Your personal radar, ordered strongest → weakest
- The single highest-leverage signal to work on first
- Why "improve your score" is usually the wrong goal
The silhouette is drawn from your scan. Exact scores, explanations and priorities are in the $17.90 Dating Report — one payment, no subscription.
Example — eyes measured
Your eyes, measured
The full report reads every region like this, each beside its own close-up on your own photo. This is the actual geometry layer from a real 478-landmark run — the same code measures your pixels.
In this sample read the gap between the eyes came out at 1.22× one eye width, and the two canthal lines measured +7.6° and −10.0°. That is the level of detail: not "nice eyes", but the three numbers the eye-area signal is actually built from — spacing, opening and tilt.
What the report does with them is the part worth paying for: it tells you whether your eye area is a strength to lead with in photos, a neutral, or a place where small presentation changes (angle, catchlight, lid emphasis) move the read more than any "fix" would. This tool measures the photo, not your face directly. Lighting, angle, focal length and expression all move the reading.
The same treatment is given to symmetry, golden ratio, thirds, fifths and jawline — six regions, one honest plan. Your own numbers come from your own photo, measured in your browser.
One-time · no subscription
See the full Dating Report
The free read is complete. The $12.90 Face Report explains what the numbers mean; the $17.90 Dating Report adds the photo audit, style anchor, bios, market fit, ranked plan and 8-week schedule — one payment, no subscription.
Where should we send your report?
Your PDF and permanent link go to this address. Stripe only handles the card — no account is needed. Already signed in? We use your account email automatically.
One payment. No subscription, no auto-renewal, nothing to cancel.
Already own the Face Report? The Dating Report upgrade is $5.00. See a complete sample report first.
One payment · nothing to cancel
Every chapter, mapped to the three tiers
The free scan prints 7 of these numbers live. The $12.90 Face Report writes out all 26 of its chapters and explains each one. The $17.90 Dating Report includes 26 of them and adds 7 that turn a diagnosis into a plan.
| Chapter number | Chapter | What it covers | Free scan $0 7 numbers live | Face Report $12.90 26 chapters | Dating Report $17.90 33 chapters |
|---|---|---|---|---|---|
| 01 | Your report at a glance | Standout strength, highest-leverage area, first style, color season, perceived-age band, where you sit, and the one thing to do tonight. | Not included | Included | Included |
| 02 | Your starting read | Your Score, its confidence band, and the one signal that carried it. | The number only, live on the page | Included | Included |
| 03 | What's working | Four findings with their numbers, plus the six-dimension harmony profile and its median. | Not included | Included | Included |
| 04 | Your first four weeks | First 72 hours and a four-week program, before the evidence — the part you can act on tonight. | Not included | Included | Included |
| 05 | Where you sit | Reference-band percentiles for every reading, plus a real anonymous scan distribution once enough scans exist. Never a ranking of people. | Not included | Included | Included |
| 06 | Every region, with its reference band | Fourteen distances and angles in band context, with an explicit "not scored" state for side-view-only claims. | Not included | Included | Included |
| 07 | Your Photo Presentation Score | Seven properties measured from your pixels, and your three fixes in order. | Not included | Included | Included |
| 08 | Your AI styling concept | One included concept on your own photo (three in the Dating Report) — the visible difference between $0 and paid. | Not included | Included | Included |
| 09 | Hairstyles on your photo | Six decision cards with maintenance, styling time, cut cadence, parting, vibe and the honest tradeoff. | Not included | Included | Included |
| 10 | Your 12-season palette | Undertone, value and contrast from your pixels — ten colors to wear, five to avoid, and the closest alternative season. | Not included | Included | Included |
| 11 | The six geometry signals | The six bands behind the Score, with the "not scored" list stated up front. | The number only, live on the page | Included | Included |
| 12 | Symmetry and the midline | Where your facial axis actually sits, and why a photo moves it more than a face does. | The number only, live on the page | Included | Included |
| 13 | Facial thirds and fifths | Three horizontal bands, five vertical ones, and why "balanced" is a convention. | The number only, live on the page | Included | Included |
| 14 | The eyes and brows | Spacing, width and the two canthal angles — the four numbers people actually ask about. | The number only, live on the page | Included | Included |
| 15 | Nose and midface | Front-view width and symmetry reads, with projection and bridge profile honestly "not scored". | Not included | Included | Included |
| 16 | Lips and smile | Mouth width, lip-to-mouth balance and the lower-face position — measured at rest. | Not included | Included | Included |
| 17 | Jaw, chin and mouth | Jaw width, chin height and mouth proportions — plus the profile claims a front photo cannot make. | The number only, live on the page | Included | Included |
| 18 | Skin tone and photographic observations | ITA, undertone, three photographic observations, and the line between a colour measurement and a diagnosis. | The number only, live on the page | Included | Included |
| 19 | Your ranked plan: face and styling | Three moves, each with type, frequency, first signal, effort, cost, confidence and why it is first. | Not included | Included | Included |
| 20 | Day-to-day: routine, habits, frames | Skincare order, key ingredients, training and habits, grooming, and frame guidance for your face shape. | Not included | Included | Included |
| 21 | Your Face DNA | Distinctive features, reference silhouettes and confidence notes — without naming real people. | Not included | Included | Included |
| 22 | Fixed vs. movable: what you can actually change | Thirteen inputs sorted into three buckets, so effort goes only where it moves something. | Not included | Included | Included |
| 23 | How this report was measured | 478 landmarks, three layers of evidence, the published formula, and exactly what leaves your device. | Not included | Included | Included |
| 24 | What this report can't tell you | Seven limits that matter more than the number — read this before acting on anything. | Not included | Included | Included |
| 25 | Boundaries: what this report will never do | No surgery, fillers or injectables; no ethnicity-based ideal; no "potential you" morph; no promised score gains. | Not included | Included | Included |
| 26 | Methodology, sources & your rights | The published formula, sources, web report + PDF delivery, the refund, and how to delete everything. | Not included | Included | Included |
| 27 | Photo leverage audit | Your three fixes, a three-photo set, and the ten-minute re-shoot checklist. | Not included | Not included | Included |
| 28 | Outfit & style anchor | One repeatable look, three budget bands, nothing you have to buy. | Not included | Not included | Included |
| 29 | Bio & opening lines | Three complete bios and five openers you can actually send. | Not included | Not included | Included |
| 30 | Market fit: where this profile works | Four dating markets ranked for your profile, with the scoring rule published. | Not included | Not included | Included |
| 31 | The dating action plan | Three profile moves with cost, effort and an honest time-to-first-signal. | Not included | Not included | Included |
| 32 | Your 8-week Dating Standards Plan | A schedule, not a subscription — one theme and one deliverable per week. | Not included | Not included | Included |
| 33 | Reality check & safety notes | Calibration, red flags and meeting safely — the part that is not about a score. | Not included | Not included | Included |
the number only — the free scan prints it live the full chapter, written out not included Dating Report only — 7 chapters the $12.90 Face Report does not contain
One payment of $17.90, no subscription. Saved web report + emailed PDF. Own the Face Report already? The seven extra chapters cost $5.00 at checkout — see them argued one by one.
AI image tools · credits
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Stack hair, styling and age changes into one fully styled look on your photo — your mood board, generated.
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A conservative, no-surgery simulation of subtle refinements — see the difference before you ever consult a clinic.
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AI decision tools free progress board
Optional, never required
Want the free Photo Checklist instead?
Ten fixes you can make in an afternoon, as a single PDF. We send one honest tip a week — no anxiety marketing, no data selling.
We use double opt-in for The List: we only add you after you confirm the link in the email. The checklist itself arrives right away, whether you tick the box or not. Read our Privacy Policy.
No thanks, take me to the report → see the report
How this attractiveness test works
You choose a clear, front-facing photo. The image is drawn into a canvas inside your browser, resized, and its metadata stripped — no copy is uploaded, stored or sent to a server. A small set of transparent statistics is computed from the pixels: a mirror difference between the left and right halves, the distribution of luminance and edge density across vertical and horizontal bands, and a rough projection of a skin-tone region. Those statistics are mapped onto six broad bands and combined with published weights into the Score.
We publish the whole formula at the methodology page because "formula shown" should mean something. The weights are D_sym 22%, D_gold 20%, D_thirds 18%, D_fifths 14%, D_eyes 14%, D_jaw 12%. They are our disclosed heuristic calibration — not a scientifically universal formula and not a prediction of how any person will rate you.
What your result means
Results are reported as a placement inside a broad reference band rather than a grade out of 100. A reading "inside the broad reference range" means the image statistic sat near the middle of the band we use; it is not a compliment, a diagnosis or a ranking. 100 is not the goal — balanced ranges are wide and strong-looking faces sit all over them.
| Band | What we show | What it does not mean |
|---|---|---|
| 80–100 | Well inside the reference range | Not "top 5%" and not a match prediction |
| 60–79 | Inside the broad reference range | Not a pass/fail grade |
| 40–59 | Around the edge of the reference range | Not a judgement about your appearance |
| Below 40 | Outside the reference band | A wide band — this says little. Distinctive faces land here without being less attractive |
What a single photo cannot support
A single front-facing photo cannot support side-profile claims. Where that is true, we say "not scored" instead of guessing. Nose projection, bridge profile, the true gonial angle and chin depth need a side view or a clinical measurement. Where a front photo cannot support a claim, we write "not scored" instead of inventing a number. This tool measures the photo, not your face directly. Lighting, angle, focal length and expression all move the reading. Lighting, head tilt, focal length, crop and expression usually move a reading more than the underlying geometry does.
Limitations, honestly
- This is not a 478-landmark clinical measurement. Estimated with a lightweight on-device geometry heuristic — not a 478-landmark clinical measurement. We say so next to every number, not in tiny footer text.
- Reference ranges carry bias. Aesthetic reference ranges in the literature carry documented bias. We treat them as rough bands, not ideals. We treat them as rough bands, never as ideals.
- The tool measures the photo, not your face directly. This tool measures the photo, not your face directly. Lighting, angle, focal length and expression all move the reading.
- No ranking, no percentiles, no predictions. We never rank you against an ethnicity-based ideal or against another person's face. The Score is a weak geometric signal. It does not predict matches, dates, replies, or your worth.
- Nothing medical or procedural. No procedures, surgery, fillers or injectables are recommended anywhere on this site.
Tips for a more consistent read
- Use a recent, front-facing, well-lit solo photo with your whole face visible.
- Face a window; avoid overhead light and harsh direct sun.
- Keep the camera at eye level and at arm's length or further.
- Remove sunglasses, hats and heavy filters; keep a neutral expression.
- Retake in the same light and distance if you want to compare two readings.
Where the symmetry reading fits
The symmetry signal is one of six equally-labelled estimates. It is a weak signal about a photograph. It is not one of the things that decides whether someone replies to you. The parts of a dating profile with real leverage are the ones you can edit: your first photo, your bio, the app you choose and how you open a conversation. That is what the optional Dating Report is built around.
References and further reading
- Langlois, J. H., & Roggman, L. A. (1990). Attractive faces are only average. Psychological Science.
- Rhodes, G. (2006). The evolutionary psychology of facial beauty. Annual Review of Psychology.
- Willis, J., & Todorov, A. (2006). First impressions from faces. Psychological Science.
- Farkas, L. G. (1994). Anthropometry of the Head and Face (population-specific norms, cited here for their limitations).
- Lugaresi et al. (2019). MediaPipe: a framework for building perception pipelines — referenced only to state what this tool does not do.
The complete formula, weights and limitations are public: See exactly how the score is calculated. If we can't measure it honestly, we say so — before you pay.
What an attractiveness score actually measures
A face-rating score measures one photograph, not a person. Face Rate computes a small set of transparent image statistics — left/right mirror difference, luminance and edge distribution across bands, a rough skin-tone projection — and maps them onto six broad reference bands. The number is a placement inside those bands, not a verdict. 100 is not the target; a wide band simply says little.
Is a face rating test accurate?
Honestly, only weakly. A single front photo under one light and one expression is a tiny slice of how a face presents. Lighting, head tilt, focal length, crop and expression usually move a reading more than the underlying geometry does. We publish the weights and the formula so you can see exactly how little the number is built on — and we never show a percentile, a rank, or a "you are ugly" style output.
What are the 478 facial landmarks?
The optional on-device model maps a face to 478 normalized points: the mesh you see over your photo. From those we derive thirds, fifths, the symmetry axis and the highlighted term. The free estimate uses a lightweight heuristic; the 478-point layer is the more detailed, still-geometry-only measurement. Either way the points never leave your device.
Symmetry, golden ratio, thirds and fifths — what each one means
These are four of the six signals. Symmetry is left/right balance. Golden proportion is how face width, height and feature spacing sit against a broad band. Thirds balances hairline→brow, brow→nose-base, nose-base→chin. Fifths checks the five vertical bands across face width. None is an ideal to hit; they are reference bands, and attractive faces sit all over them.
Can you improve your face-rating score?
Often the biggest moves come from presentation, not geometry: front light, eye-level camera, neutral expression, no heavy filter. Beyond that, the leverage is in your dating profile — first photo, bio, app choice, opener — not in chasing a higher number. That is the line between a fun read and a useful one.
Face rating for dating profiles: what actually moves replies
The score is entertainment and self-insight. Replies are moved by things a photo-statistic cannot see: photo sequence, context, bio clarity, and how you start. The optional Dating Report is built entirely around those editable levers, because they are where the real leverage is.
On-device vs cloud: why your photo never leaves your browser
Face Rate redraws your photo into a canvas, strips EXIF (including GPS), and computes everything locally. Only anonymized, non-identifying numbers are posted for the saved report. No face image is uploaded, stored or trained on. The 478-point model is fetched once and runs on your device.
Attractiveness test vs a "professional" rating app
Most rating apps blur the result, hide the formula, and nudge you toward a subscription. Face Rate shows the formula, shows the bands, and never blurs or locks your own number. The only thing behind a paywall is the deeper report — and that is a one-off purchase, not a recurring charge.
Frequently asked questions
Is the attractiveness test really free?
Yes. Every free tool on Face Rate is free with no account, no email gate, no blurred result and no card required. Your result is never blurred, locked, or held back. The paid reports are separate, one-off purchases: $12.90 for the Face Report and $17.90 for the Dating Report — never a subscription.
Is my photo uploaded or stored?
Your photo is processed on your device. It is never uploaded, stored, sold, or used to train AI. Free scans leave no image behind — everything happens on your device. Only numeric scores are kept for 2 hours, then deleted. Only a handful of numbers (never pixels) are sent so your result link can work. Re-drawing the image into a canvas also strips EXIF metadata, including location.
Is this a scientific or medical assessment?
No. Entertainment & self-insight only. Not medical, psychological, or dermatological advice. Estimated with a lightweight on-device geometry heuristic — not a 478-landmark clinical measurement. The score is a weak geometric signal about one photograph and does not predict matches, dates, replies or your worth.
How is the Score calculated?
Six estimated geometry signals are combined with published weights: D_sym 22%, D_gold 20%, D_thirds 18%, D_fifths 14%, D_eyes 14%, D_jaw 12%. See the full methodology page for the formula, the exact definitions and the limitations.
Can a low score mean something is wrong with my face?
No. Scores are placement inside a broad reference band, not grades. 100 is not the goal. Distinctive faces and expressions can sit outside a wide reference band without being less attractive to people. If a low score is making you feel bad, close the tab. This is a measurement, not feedback that should affect how you see yourself.
Do I need to sign up or give an email?
No. You can take the read, see the complete result and copy it without signing up. An email is only needed if you want the free Photo Checklist or buy the optional report.
What can I actually change after seeing this?
Photos, styling, bio, platform choice and conversation habits — the editable 70%. The free Dating Photo Analyzer and Am I Dateable? quiz start there, and the report turns it into a ranked 8-week plan.
Does Face Rate sell my data or use it to train AI?
No. We never sell your photo and never use it for AI training. No procedures, surgery, fillers or injectables are recommended anywhere on this site. Read the Privacy Policy and delete your data any time.
Please read this before you use the result
- Entertainment & self-insight only. Not medical, psychological, or dermatological advice.
- The Score is a weak geometric signal. It does not predict matches, dates, replies, or your worth.
- Estimated with a lightweight on-device geometry heuristic — not a 478-landmark clinical measurement.
- No procedures, surgery, fillers or injectables are recommended anywhere on this site.
- If a low score is making you feel bad, close the tab. This is a measurement, not feedback that should affect how you see yourself.
Face Rate is for adults 18 and over.