FacialHarmonyAI

FacialHarmonyAI is a browser-based facial analysis tool: upload one front-facing photo and MediaPipe's 478-point landmark detection produces a facial proportion and harmony report, with the product positioning itself as a private studio that does not judge or rank. It deliberately distances itself from looksmaxxing beauty-score culture, offering only an aesthetic reference for facial proportions — not a medical or psychological diagnosis. It suits privacy-minded users curious about proportions for photography, styling, and image management.

Core capabilities

• In-browser landmark detection: self-hosted MediaPipe FaceLandmarker (face_landmarker.task 3.76MB + vision_wasm 9.5MB) runs all 478-point detection locally — verified via both source code and assets, not a wrapper
• Proportion and harmony report: about 30 indicators covering overall harmony, facial thirds, symmetry, eyes/nose/mouth/jaw, and chin, explained in a Measured/Ideal/Impact/Score four-part format
• Free preview + one-time purchase: the free preview gives a harmony band, confidence, photo quality feedback, and one strength and one improvement area each; $9.99 one-time unlocks exact scores and a 30-day plan, explicitly with no subscription
• Photo quality gating and confidence: the server rejects low-quality photos (HTTP 422) and returns confidence plus retake tips rather than one opaque score
• Reopenable and deletable: analysis needs no signup (Google or email Magic Link only for revisiting reports), and reports can be reopened or permanently deleted
• Three languages and sample report: full EN/JA/ZH mirrors and a public sample report on a synthetic face, so you can preview before paying

Use cases Anyone curious about facial proportions for photography, styling, or image management (photographers, stylists, content creators); privacy-sensitive users who value no public ratings, no leaderboards, and trying it without signup; buyers who prefer a one-time small payment and reject subscriptions. Not for: those expecting medical or clinical assessment, an objective attractiveness verdict, multi-person or batch analysis, or hard requirements on identified operators, and not for minors (prohibited on site).

Unique strengths Its smartest move is inverse positioning: it voluntarily abandons the looksmaxxing score/leaderboard narrative for proportion literacy + privacy + no judgment, explicitly refusing the ugly/handsome frame and invasive procedure suggestions — rare among peers. Technically, though, MediaPipe 478 points is the category-standard approach with no moat; the difference lies almost entirely in restrained language and packaging. The $9.99 one-time price sits at the low end of the category, directly countering peers' weekly-subscription traps.

Editorial verdict Usable, honestly priced, technically real (verified via source and assets), with restrained copy — but the trust base is thin: the operator is fully anonymous (WHOIS privacy proxy, no entity or named author), the domain is only about 3 months old, and there are zero third-party tests or genuine user reviews; the site's six five-star reviews have no avatars, dates, or sources and cannot be verified (though it does not embed a deceptive AggregateRating markup). The privacy statement is partially true and simplified: in-browser detection is real, but the default path still POSTs landmarks, scores, and quality metrics to the server, photos upload only if you check save, and report copy may call a third-party AI API; the page actually loads GA4/Ahrefs/Clarity/Umami while the policy names only Stripe — not false, but omitting key steps. It offers an aesthetic reference for geometric proportions and repeatedly disclaims medical or diagnostic use. No same-name entry exists in the library (a genuine new addition); the closest competitors are FaceRate.ai (id 1771) and PhotoFeeler (id 1226); note facialharmony.ai has been held by a different party since 2024 and is unrelated — do not confuse them. Recommended as a high-risk new listing: use the free preview first, and never treat scores as a verdict on yourself.