Face Rater Looksmax: A 9-Step Method

Most people jump straight into looksmaxxing without a stable baseline. Face-rater tools use different training sets and weighting schemes (Buolamwini & Gebru 2018 documented how much demographic skew alone shifts outputs), so a single score on a single day says very little.

The fix: use the same tool, the same lighting, and roughly the same time of day across multiple sessions. The RealSmile looksmaxxing test scores facial axes anchored to anthropometric measurements (Farkas 1994) and the perception literature on symmetry and averageness (Rhodes 2006; Langlois & Roggman 1990) rather than a single proprietary "beauty score."

Document the conditions, not just the number: lighting, expression, distance, time of day. The same face can read noticeably different across those conditions, and that variance is what you're trying to control out. For a fixed reference you can re-rate against later, our premium photo critique with PDF returns the same axes from one upload.

Skin condition is one of the strongest perceptual cues for health and age (Fink, Grammer & Matts; Jones et al.), and most face-rater models pick up texture differences directly. Skin quality is also the easiest variable to fix in weeks rather than months, which makes it the right place to start.

A boring routine beats an aggressive one. CeRAVE Foaming Facial Cleanser is a standard non-stripping cleanser; The Ordinary Niacinamide 10% + Zinc 1% is widely cited for sebum and pore appearance. Use them consistently before adding actives. Avoid stacking five new products at once — you can't isolate what's working and you risk barrier damage that hurts photographs.

Track progress with close-up photos in identical lighting every few days. Texture changes appear gradually as the skin's renewal cycle plays out (typically several weeks); don't expect overnight changes from a cleanser.

Lower-face width and jaw definition show up consistently as masculinity/attractiveness signals in the perception literature (Carre & McCormick 2008; Geniole et al. 2015). What that does not mean: jaw exercises will reshape adult bone. They won't. Real visible gains in the lower face come from two places — reduced subcutaneous facial fat, and masseter tone for definition along the gonial angle.

Softmaxxing the jawline starts with the obvious: lower-sodium meals, less alcohol, and adequate sleep — all reduce day-to-day facial puffiness. For muscle work, mastic gum is a denser chew than regular gum and is commonly used for masseter loading; if you have any TMJ history, skip it.

Chew in moderation, alternating sides. The risk with any jaw-loading device is overuse — masseter overgrowth makes the lower face look wider, not sharper, which is the opposite of what most people want. Treat it like calf raises, not a daily marathon.

Facial hair is high-variance: a defined beard can read as more masculine, while an unkempt one reads as careless grooming — the same person, same face. Whichever direction you go, what raters notice is the edge, not the bulk. Sharp lines look intentional; soft, fuzzy boundaries look like you forgot.

For a clean shave, work after a warm shower and pair a multi-blade razor with single-blade detail tools (Tinkle-style razors are common) for the cheek line, neck transition, and the strip just below the lower lip. Those three boundaries do most of the visual work.

If you're keeping facial hair, the rule of thumb most barbers teach: drop the neckline to roughly two fingers above the Adam's apple, follow the natural jaw curve, and keep the cheek line a touch below where it grows in naturally — not painted-on straight.

Face-rater models score the proportions in front of them. Your camera angle and focal length decide what those proportions are. Short-focal-length lenses held close to the face exaggerate features near the camera (the nose) and shrink the rest — the well-known "selfie distortion" portrait photographers warn about.

The universal rule: camera at eye level or very slightly above, never significantly below. Low angles widen the lower face and exaggerate the nose; slight elevation flatters most face shapes. This is consistent with what photographers have taught for decades and with how your face is anthropometrically measured (Farkas 1994) versus how it appears under lens distortion.

Distance matters as much as angle. The further you move the camera (within reason), the closer the rendering gets to true facial proportions. Use a self-timer and step back, or use a longer focal length if your phone has a portrait/2x lens — both reduce wide-angle distortion in the same way.

Expression matters more than most people guess. The Duchenne smile — the one Ekman characterized as engaging both the zygomaticus major (lips) and the orbicularis oculi (eyes) — reads as genuine; a posed lips-only smile reads as performative (Frank, Ekman & Friesen 1993). Most face-rater models implicitly weight expression because it's encoded all over the image: cheek shape, eye aperture, lip curvature.

The cheap trick: think of something genuinely amusing for a beat before the shutter, then let the smile fade naturally — real Duchenne activity is hard to fake on cue, but easy to summon with the right mental image. Avoid the held "say cheese" smile that only moves the lips.

For eye contact, look at the camera lens itself, not at the screen preview. People reading photographs are sensitive to even slight gaze deviation; direct gaze is consistently rated as more engaging and trustworthy (Mason, Tatkow & Macrae 2005). A small mark next to the lens helps you anchor your gaze.

The same face photographs differently across the day. Sleep position, hydration, sodium intake, and lymphatic drainage all change facial fluid distribution — overnight you tend to gather fluid (puffiness), and as you stand and move it redistributes. Most people look puffiest immediately after waking and most defined a few hours later.

A practical window: late morning to early afternoon, once you've been upright for a few hours, hydrated normally, and before any heavy meal. Skip photos right after waking, right after a salty meal, or after alcohol — all amplify facial fluid retention.

Hydration helps, but more water is not better. The goal is steady hydration through the day, not chugging right before photos — over-hydration shows up as puffiness, especially around the eyes.

Most looksmaxxing fails because people try everything at once, can't tell what's working, and quit when scores don't move overnight. The fix is to change one variable at a time and track it. A reasonable rollout: Week 1 skin routine; Week 2 add masseter work and dietary cleanup; Week 3 add lighting, framing and angle drills; Week 4 combine.

Track weekly under the same conditions: same time of day, same window, same focal length, same expression. Without that, you're measuring noise. Note which week's change actually moved the score — most do nothing, a few do most of the work, and the goal is figuring out which.

The psychological component matters: scoring yourself daily fuels obsession (Phillips et al. on body dysmorphic patterns) without giving you any new information. Weekly check-ins are enough to see real signal.

The looksmaxxing market loves expensive supplements and gadgets. Most of them don't move the needle. The variables that actually shift face-rater scores on the same face — lighting, framing, expression, skin condition, grooming, lower-face fluid — are mostly free or close to it.

A reasonable starter stack: a non-stripping cleanser (CeRAVE), niacinamide for pore appearance (The Ordinary), a mastic-style gum for moderate masseter loading, and detail razors (Tinkle-style) for boundary work. Real product prices vary by retailer; we link directly so you see current pricing rather than relying on numbers that drift in this article.

Skip the expensive single-purpose gadgets (jaw exercisers with cult marketing, "miracle" serums) until the basics are dialed in. Most people see meaningful change in skin and grooming within a few weeks, while structural perceptions (jaw definition through reduced fluid and modest masseter tone) take longer.