A one-time, $9.99 facial proportion report that maps 478 points on a photo entirely inside the browser first. Only the resulting numbers, not the image itself, ever reach the company’s server.
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Most “upload a selfie” tools work the same way: the photo leaves your device the moment you hit submit, and you trust the server on the other end to handle it responsibly. FacialHarmonyAI is built around skipping that step entirely. The initial analysis, 478-point facial landmark detection via MediaPipe, runs locally in the browser. What gets sent onward for scoring is a structured file of coordinates and ratios, not the photograph that produced them.
Math leaves. The photo doesn’t.
That architecture is the actual product here, more than any specific score. The site’s own privacy documentation is explicit: the raw image is processed on-device, and only the derived geometry, landmark positions, ratios, measurements, is transmitted for report generation. For a category of tool that asks people to upload a close, frontal photo of their own face, often while already feeling self-conscious about it, that’s a meaningfully different privacy posture than simply promising “we don’t share your data” after the fact.
Classical ratios, not a medical standard
The scoring runs against classical proportion frameworks rather than any kind of medical or cosmetic standard: the Rule of Thirds, the Five Eyes guideline, symmetry across paired landmarks, and golden-ratio comparisons. A free preview shows an overall harmony band, one strength and one area the geometry flags as less balanced, before anyone pays. The full report costs $9.99, a single one-time charge with no subscription and no recurring billing, which keeps the business model aligned with what the product actually is: a one-off curiosity, not a habit to monetize repeatedly.
The site itself draws a direct, useful contrast with a competitor, FaceIQ Labs, pointing out that it requires no account, charges once instead of monthly, and does the first processing step on-device rather than in the cloud. Naming a competitor by name in your own FAQ is an unusually transparent move for this category, and it only works because the comparison happens to be favorable.
Deleting the data is also a named, bounded process rather than a vague promise: emailing support with a report link or the payment email triggers removal of the analysis, the report content, and the email-to-report mapping, with a stated seven-business-day turnaround. A domain-age check puts the site at roughly three months old at last scan, which is worth knowing precisely because a young, narrowly scoped tool has less institutional history to point to than an established company. What it can point to instead is a specific, checkable privacy design, and a deletion process with an actual timeline attached to it.
Numbers, not verdicts
It’s worth being plain about what this kind of tool can and can’t tell anyone. A geometric proportion score is an algorithmic estimate measured against centuries-old aesthetic conventions, not a measurement of anything that determines a person’s worth, and the site’s own disclaimer says so: results are described as estimates for informational purposes, explicitly not medical or professional advice, and sensitive to photo quality, lighting, angle and expression. The honest way to read a report like this is as a geometry exercise, a curiosity about ratios and symmetry, not as a verdict to carry around afterward. Anyone who finds a tool like this pulling at something heavier than curiosity is better served talking to a person than refreshing a report.
Author:
Jan Bielik
CEO & Founder of Webiano Digital & Marketing Agency
Sources
- FacialHarmonyAI (official site, cached) – 478-point MediaPipe detection, browser-side processing, pricing, comparison to FaceIQ Labs
- FacialHarmonyAI — agentsindex.ai – free preview scope, report contents, use cases
- FacialHarmonyAI privacy policy (cached) – data handling, what is and isn’t stored, deletion process
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This article was prepared with the assistance of artificial intelligence tools. The content underwent expert human review, and Webiano Digital & Marketing Agency assumes editorial responsibility for its final version and publication.
