Your skin has been seen before.
A new photo is read for its visible factors, then matched to the closest look-alike cases the studio has already cleared. What worked for skin like yours becomes a suggested direction. The practitioner decides the plan.
Look-alike matching
One new case, matched against the studio library by visible skin factors. The closest cases carry the treatments that worked.
It learns from cases the studio has already cleared.
Every case Anastasiia treats becomes a labeled record. The photo, the grade, the zones, the skin factors, the protocol she used, and how the skin responded week by week. A new photo is read for its factors, matched to the closest look-alikes, and the treatments that worked for them become a suggested direction. The practitioner confirms under magnification and decides.
What the person sees.
Upload a photo to walk the flow. Success and error messages appear in the banner on the right, above the report. In this prototype the analysis is simulated with sample data.
The report
Your read, next to the cases it resembles.
Switch between sample cases to see how the report changes with the skin. Each read surfaces its closest look-alikes and what cleared them.
Moderate, inflammatory
Look-alike cases
Case swatches are illustrative, not client photos. In production these are the studio's own before and after records, shown with written consent.
- Cleanse gently twice a day. Over washing makes skin worse.
- Wear a mineral SPF every morning. It keeps old marks from darkening.
- Give any routine a few weeks. Skin turns over slowly.
- Picking or squeezing. That is what leaves marks and scars.
- Piling on strong actives at once. It breaks the barrier.
- Switching products every few days before they can work.
- Change your pillowcase often and wipe your phone screen.
- Protect sleep and manage stress. Both show up on skin.
- Some people find cutting back on sugary drinks and skim milk helps. Watch your own patterns.
Why look-alikes are worth trusting.
The suggestion is only as good as the library behind it. These views summarize the case cluster the current read matched into. Figures are illustrative for the prototype.
Clearance rate by protocol
Weeks to remission
Cases by grade
Improvement over 16 weeks
A look-alike is a starting point, not an instruction. The engine narrows. Anastasiia decides.
Every case is confirmed under magnification before a protocol is set. The prototype exists to make the first read faster and grounded in the studio's own past results. It does not diagnose, and it does not replace the practitioner's judgment.