WHAT MAKES IT DIFFERENT
A number can’t show its work.
A single rating hides how it was reached and what the photo could actually support. So the composite never stands alone: each report shows the measured relationship, its reference status, the supporting landmarks, and the limits of the photo used to calculate it.
Your profile shows what a front photo cannot: how the nose and chin project, how the lips sit between them, and the overall facial relationship in side view.
Geometry first
Front and profile analyses use separate view-specific pipelines. Results that a view cannot support stay unavailable rather than being estimated from the other.
Confidence visible
Every reading carries a confidence tier and reference status. Exploratory and unsupported readings are labelled rather than folded quietly into an average.
Versioned by design
Each report records the engine version used to generate it. New modules are introduced with an explicit reference and confidence status, and may remain exploratory until their validation evidence is sufficient.
HOW IT WORKS
Three stages, visible evidence.
From first upload to ongoing tracking. Hover a step to watch it in action.
Upload process
Front and profile capture with pose and quality checks before analysis runs.
In-depth analysis
Landmark geometry, confidence tiers, and reference status for every measurement.
AI-produced guide
A personalized improvement guide generated from your own scan.
Progress tracking
Re-scans plotted over time against your ascension plan.
Aureon Nexus
Ask the AI coach questions about your results, any time.
Not every photo supports every reading. Aureon Labs reports what the image supports — and tells you why when it cannot.
ANALYSIS DOMAINS
Separate domains, separate logic.
Every photo is converted into a landmark map, then interpreted across separate analysis domains. Harmony and Angularity use their own measurement and reference logic. Shape Reference is reported descriptively, not as a rating. Some domains share the same front-view landmark and pose checks, so an unusable image can limit more than one front-view result.
Each image is screened for the pose and landmark conditions required by the analysis. Individual readings also carry a confidence tier based on their landmark construction and reference status. Some image conditions, including occlusion, extreme lighting, styling, and low resolution, can still limit what a photo supports.
Proportion & balance
Scored structural relationships across front and profile geometry — canon proportions, alignment across facial thirds and fifths, and left-right symmetry.
Contour definition
Reference-band contour analysis across jaw, cheek, nose, chin, and eye/brow regions, read from visible edges in the photo.
Descriptive facial shape position
A descriptive shape-space comparison of global and regional facial landmark patterns against the selected reference distribution. Shown as a reference position, not a value judgment or identity claim. It carries a small share of the composite.
Skin, details & photo quality
Skin, eye, and hair details are measured from the photo and weighted lightly in the composite. Image quality and framing are reported separately. None of them alter structural geometry results.
The domains are scored on their own, then combined into one composite out of 10 using fixed weights we chose and have not validated against outcomes. The composite summarizes how your measurements sit against reference ranges; it is not a rating of attractiveness.
WHAT A REPORT SHOWS
See a real analysis.
A run of the Aureon Labs engine on a public figure’s photos — the same landmark overlay, harmony matrices, and metric ledger a member sees for their own reading.
PRO · PROGRESS TRACKING
See what changes, side by side.
Pro re-scans are captured under the same conditions each time, so this and later baselines line up cleanly — drag to compare.
Illustrative comparison — grooming, skincare and presentation changes shown; not a guaranteed or typical outcome.
CONFIDENCE & LIMITS
Every reading is labelled before you see it.
Each measurement is assigned one of four states based on its landmark construction, reference status, and what the photo supports.
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Compared against measured ranges from a reference population.
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Computed, but its target range is still being validated — treat as directional.
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Pose, lighting, or landmark confidence reduced the certainty of this reading.
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This image or the current landmark system can’t support this measurement.
What Aureon Labs is not.
- Informational image-based analysis only — not medical advice, diagnosis, treatment, or a medical device.
- Not a universal attractiveness score, and not a guarantee of any appearance outcome.
- Not a direct observation of bone or soft tissue — readings describe visible landmark and contour patterns in a 2D photo.
- Pose, lens, lighting, expression, and landmark quality affect what a photo supports.
- Some readings are exploratory or unavailable under the current landmark system.
- Results should not be treated as clinical measurements.
METHODOLOGY
Current validation status.
Validation is ongoing and reported per domain rather than as a single headline figure. Numbers are published only alongside the protocol behind them.
Front landmark geometry
Validated internally against reference-image fixtures. Metric reliability varies by landmark and construction.
Profile geometry
Uses a separate detector and side-pose gate. More profile measurements remain proxy-based or unavailable.
Reference bands
Some are externally sourced; others are internal reference distributions or exploratory ranges. Each report identifies the applicable status.
Illustrative confidence topology — a brand visual, not measured validation data.
Full methodology and validation notes will be published alongside the first release. Independent third-party validation has not been carried out.
EARLY ACCESS
Join the early-access list.
Early access opens in small groups while we validate new modules and incorporate participant feedback. Here is exactly what joining does:
- An invitation by email when your access group opens
- New modules and explanations as releases ship
- No payment details required, and no subscription is started
- A chance to give feedback before wider release
The waitlist does not collect photos. Photo handling, retention, and deletion controls will be published before analysis access opens.
FAQ
Worth knowing before you join.
What is Aureon Labs?
An evolving facial-geometry and appearance-analysis platform. It uses clear front and profile photos to organize visible structural relationships and explain each reading in plain language, with its confidence tier and reference status.
Is Aureon Labs the same as Aureon Metrics?
Yes. Aureon Labs is the company and Aureon Metrics is the same face-analysis product, at aureonmetrics.com. We are not affiliated with aureonlabs.com, which sells sleep and wellness products, or with Aureon (aureon.com), an IT and network company.
Why do you need both a front and a profile photo?
They show different things. The front view carries proportion, balance, and symmetry. The profile shows how the nose and chin project, how the lips sit between them, and the overall facial relationship in side view. The two views run through separate pipelines.
Is this medical advice?
No. Aureon Labs provides informational image-based analysis only. It is not a medical device, diagnosis, or substitute for advice from a qualified professional.
What photos are required?
A clear front-facing photo and a clear side-profile photo, in good lighting with minimal pose distortion. Aureon Labs indicates when photo quality limits a reading — not every photo supports every reading.
What happens to my photos?
The waitlist collects no photos at all. Photo handling, retention, deletion controls, and whether derived geometry is kept will be published in full before analysis access opens.
What happens after I join?
Your email joins the early-access list. Access opens in small groups; when your group opens you receive an invitation by email. Planned pricing is on the pricing page, and joining the list starts no subscription and charges nothing.
Are all readings equally validated?
No. Aureon Labs distinguishes reference-backed readings from exploratory ones, labels each accordingly, and marks a reading unavailable when the photo or current landmark system cannot support it.
How do I know if my face is asymmetrical?
Small left-right differences are normal and usually invisible in daily life. Aureon Labs measures symmetry from a clear front photo and shows each reading with its confidence tier, so you can see what the photo actually supports. For the most supported reading, follow the photo-quality guide before you scan.
What are facial thirds and fifths?
Classical proportion guides: thirds divide face height into forehead, midface and lower third; fifths divide face width into five eye-widths. Aureon Labs reports where your measurements fall and whether each reading is reference-backed or exploratory — see facial thirds explained.
Can you analyze my side profile?
Yes — the profile pipeline reads nose and chin projection and lip position separately from the front view. It needs a true 90° side photo; the profile photo guide shows exactly how to take one.
How accurate is AI face analysis?
It depends on the photo and the reading. Reference-backed readings are compared against measured population ranges; exploratory ones are directional; some photos cannot support some readings at all, and Aureon Labs marks those unavailable instead of guessing. Lighting, angle, lens and expression all matter — see when readings are unreliable.
QUESTIONS
Something not covered above?
Reach us at support@aureonmetrics.com.