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ABOUT & EDITORIAL APPROACH

The people and process behind the measurements.

FaceStyle Analyzer is an independently operated website for exploring photo measurements and cosmetic styling ideas.

Published October 26, 2026 · FaceStyle Analyzer

Who operates the site?

The site is run by an individual operator, as described in our privacy policy. Guides are published under the shared byline FaceStyle Analyzer team. That byline identifies the website's publishing and maintenance role; it does not indicate a medical practice, research institute or panel of independent reviewers.

The operator handles questions about the site, its published method and corrections at support@facestyleanalyzer.com. We do not claim clinical qualifications or independent clinical validation for these tools.

How the measurements are made

Our free frontal tools use a face-landmark model in your browser, then apply our selected geometric rules. The side-profile tool uses outline suggestions and editable points. The methodology page describes the frontal formula, weights, scoring version and limitations. Model coordinates, our chosen references and a person's judgment of attractiveness are different things.

Our own method descriptions, diagrams and worked examples explain the implementation. A hypothetical calculation is labeled as an example; it is not customer data or a study. We have not calibrated these scores as population percentiles or validated them as predictions of how others rate a person.

How to read our guides and sources

Guides distinguish our product's behavior from broader background explanations. Source links identify where a term or technical description comes from. A reference to MediaPipe, a paper, a clinic or another tool is not an endorsement or a validation of our formula.

We use descriptive measurements and photo limitations rather than treatment recommendations. We do not present these guides as medical advice or a substitute for a qualified clinician. Editorial examples should help you understand what a photo can show and what it cannot establish.

AI illustrations and paid reports

AI-generated portraits and styling examples are labeled as illustrations or fictional examples. They are not customer testimonials, evidence of typical outcomes or ideal faces to match.

The optional paid report uses AI to generate interpretations, styling suggestions and images from your submitted photo and measurements. Those outputs can contain mistakes. They should be considered ideas to evaluate, not clinical findings or guaranteed results. The report page, privacy policy and terms explain that service and its processing.

Dates, changes and corrections

Article dates distinguish known publication dates from substantive revisions. We do not refresh all dates simply because the website was rebuilt. If an original publication date is not established, the guide shows its known revision date.

For a correction, email support@facestyleanalyzer.com with the page URL, the passage or measurement label, and the reason it may be wrong. A photo is not needed to report a wording or source error. The operator is the contact for reviewing those reports and maintaining the site.