Published and maintained by the editorial and engineering team behind The Attractiveness Report. Last reviewed August 29, 2026.
The Attractiveness Report is an AI facial attractiveness analysis instrument built by a small editorial and engineering team that publishes its scoring formula, analyzes every photo on-device, and charges once instead of running a subscription.
The mission is simple: give people an honest, private answer to a question a mirror cannot resolve, then hand them evidence and next steps instead of a headline number.
Who Built The Attractiveness Report, and Why?
The Attractiveness Report is published and maintained by a small editorial and engineering team. We built it because most face rating sites either flatter you into feeling nothing or judge you into feeling worse, and neither one answers a real question honestly.
Most attractiveness quizzes online are built to keep a visitor scrolling, not to give an honest number. Some inflate every score to keep users coming back; others manufacture doubt to sell a filter pack, a coaching call, or a subscription. Neither model has an incentive to be accurate, and both profit more from a user's uncertainty than from a user's clarity.
Our approach rests on three commitments: measurement without obsession, education without judgment, and practical improvement without unrealistic promises. Every page on this site is held to one rule above the rest: a score is never a measure of a person's worth.
Every guide, every tool result, and every report this site produces follows the same rule: measure first, explain what was measured, and never dress up a number as a verdict on a person's worth.
Who Is Behind the Scoring Model?
The scoring model is maintained by the same team. Every score version change and every published claim is checked against the ten standards below and the full evidence tiers described on our editorial policy before it ships. That process, not a single byline, is what stands behind the number you get.
Score-version changes are rare on purpose: The Attractiveness Report ships a reviewed update only when the underlying research changes, not on a marketing calendar. That review happens before publication, not after a complaint, because catching an error after a reader has already seen a wrong score defeats the point of publishing one at all.
For the mechanism itself, the landmark count, the formula, and what the research actually supports, the methodology behind every score covers it in full.
The Attractiveness Research Framework
Everything this site measures, describes in words, or explicitly declines to measure is organized under one structure: the Attractiveness Research Framework, or ARF. It sorts our content into five areas: structure (proportions, symmetry, and the geometry a landmark mesh can capture), features (eyes, brows, nose, lips, chin, jaw, cheekbones, and forehead, considered one at a time), presentation (expression, grooming, lighting, and photo quality), context (culture, individual preference, and the variation between raters), and optimization (grooming, styling, and realistic, non-invasive change, ranked by evidence). The full mapping between the ARF and what the scan and the report measure is on our methodology page.
Our Editorial Standards
Ten standards govern everything we publish, from one sentence about symmetry to the ranked recommendations in the paid report. In short: we explain our methods, separate evidence from opinion, label AI estimates as estimates, state our limits, promise no guaranteed results and no unrealistic claims, keep appearance separate from a person's worth, defer to qualified experts on specialist topics, update outdated information, and correct significant errors when we find them. The full list, one definitive sentence each, is on our editorial policy.
What Makes The Attractiveness Report Different From Other Face-Rating Sites?
The Attractiveness Report differs from most of the category on three counts: what it discloses, where your photo goes, and how it charges you. Most of the category would rather dazzle you with a percentage than bore you with the formula behind it; we'd rather bore you and let you check our math.
Each of these choices costs this site something: disclosure invites copycats, on-device processing costs more to build than a simple upload, and one-time pricing gives up the recurring revenue most subscription apps are built around. The tradeoff is the point, not an accident.
The table below compares what this site does against what the category usually does, by pattern, not by naming a specific competitor.
| What we do | What the category usually does |
|---|---|
| We publish the scoring formula in full. | Formulas stay undisclosed, described only as "proprietary." |
| Free scans are analyzed on your device; nothing is uploaded. | Photos are uploaded to a server before scoring. |
| A report costs $19, paid once. | Access is billed as a recurring subscription. |
| A paid photo is deleted within 24 hours and never used to train a model. | Photos are stored indefinitely, sometimes to train future models. |
| A support resource sits beside every emotionally loaded result. | A score ships with no path to help if it lands badly. |
Every row above is a choice made on purpose, not a feature that hasn't shipped yet. None of it names a single competitor because it doesn't have to: the pattern is the same across most of the category, and this site chose the other side of it every time, including on the row that has nothing to do with the formula.
Publishing a formula and publishing the standards it is checked against is a claim until you can verify there is a real, reachable company behind it.
Is The Attractiveness Report a Real Company?
Yes. The Attractiveness Report is operated by a registered company, and the formula, the pricing, and the editorial standards on this page are all attached to that entity rather than to an anonymous brand.
The operating entity owns The Attractiveness Report, publishes its scoring formula, and processes every $19 report sold through the site. Its registered name and address are stated on the contact page, which is where that disclosure lives, and the same name appears in this site's schema markup and in business directories, because a trust page that hides its own legal name is not a trust page.
Being real does not mean being large. A registered address, a monitored inbox and a published review process are what accountability requires, not headcount, and this team is small enough that a real person reads every message that arrives. For a site that asks strangers to analyze a photo of their face, that is the baseline every visitor gets before trusting an algorithm with their picture.
The person reading this page is trusting this site with a photo of their own face, and that trust has to be earned before it's asked for.
The full registered address and response times live on the contact page; the fastest way to reach us directly is there.
The Attractiveness Report launched publicly, with no private beta and no waitlist, and it has run under the same name, the same one-time pricing and the same on-device promise ever since, without a relaunch or a rebrand along the way.
A real, monitored inbox answers questions about the report, the formula, and the pricing, and the fastest route to it is the contact us page, not a comment section or a social account. There's no chatbot standing between a question and an answer.
Every page here, including this one, starts as an AI-assisted draft, and a person checks every citation, every price, and every claim before it publishes; nothing ships unread. The same rule applies to every guide and every tool result on this site, not just this page.
What Does This Mean for You?
Every page on this site tries to answer the same practical question, in the same order: what was measured, why it can influence perception, how reliable that measurement actually is, and what, if anything, you can realistically do with it. The philosophy, the framework, and the standards above exist to keep that order honest. They are not a substitute for the number you can check yourself, which is why the first thing this site asks you to do is measure your attractiveness, not buy anything.
This page states, plainly, who publishes The Attractiveness Report and why: one small editorial and engineering team that publishes its formula, keeps your scan on your device, and charges once instead of running a subscription. Everything else on this site is that same answer, applied to your Attractiveness Report.