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Medical Disclaimer and Sources

A photo pattern estimate is not a diagnosis.

Effective September 13, 2026 · Last updated September 25, 2026

For information and personal tracking Methodology and limitations Marked photos and comparisons Progress and care reminders When to seek professional help Sources Questions

For information and personal tracking

UnBald, operated by ANVOG LLC, is an educational hairline and routine-tracking app. It does not diagnose a condition, prescribe or recommend treatment, provide a medical consultation, or replace examination by a qualified healthcare professional. Using UnBald does not create a clinician–patient relationship. No clinician reviews your results as part of the automated scan.

Methodology and limitations

UnBald compares three guided photos—left side, right side, and crown—with visible patterns described by the Norwood-Hamilton classification. It returns the closest visual pattern when the photos are clear enough. The scale describes appearance; it does not establish the cause of hair loss, determine whether treatment is working, or account for a person’s full medical history.

AI may misread hairlines, miss areas, or produce incorrect text or markings. Hairstyle, length, curl, skin tone, lighting, angle, moisture, products, and image quality can influence the output. Model confidence reflects image consistency, not clinical accuracy. The estimate has not been clinically validated as a diagnostic test.

Marked photos and comparisons

Purple outlines and other generated markings are illustrative. Image generation can unintentionally change details, so compare with the original photo. Markings are not anatomical measurements, graft counts, transplant designs, or surgical plans.

Progress compares saved photo estimates and original photos over time. It does not predict future hair loss. Differences between scans can reflect photography rather than biological change.

Progress and care reminders

Repeated scans are not a substitute for clinical follow-up and cannot prove that a treatment is working.

Care check-ins and streaks record what you log, not hair growth, treatment safety, or effectiveness. References to minoxidil, finasteride, scalp care, or other routines are for recording an existing plan. Follow your medicine label and your clinician’s instructions. Do not start, stop, change a dose, or combine treatments because of an app result. Notifications may be delayed or fail; do not rely on them as your only medication reminder.

When to seek professional help

Discuss concerns, unexpected changes, or treatment questions with a dermatologist or other qualified clinician. Seek medical assessment for sudden or patchy loss, pain, inflammation, sores, or other concerning symptoms rather than relying on an app scan. For a suspected emergency or serious reaction, contact local emergency services. UnBald is not an emergency service and does not monitor your health.

Sources

  • Norwood OT. Male pattern baldness: classification and incidence. 1975.
  • Hamilton JB. Patterned loss of hair in man; types and incidence. 1951.
  • Gupta M, Mysore V. Classifications of Patterned Hair Loss: A Review. 2016.
  • DailyMed: Minoxidil topical solution.
  • DailyMed: Propecia (finasteride).

Questions

For product questions, contact ANVOG LLC at business@anvog.llc. Our support channel does not provide medical advice. See also the Terms of Service and Privacy Policy.

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