About WhatSphere
What is WhatSphere?
There are hundreds of services that will tell you what a show is about. IMDB, Rotten Tomatoes, Metacritic, YouTube reviewers, recommendation algorithms — they all answer the same question: “What is this?”
Nobody answers the question that actually matters: “Who was this made for?”
That's WhatSphere. We are the only platform that tells you who a piece of entertainment was designed to reach — not what genre it is, not what critics think, not what the trailer promises, but who the actual target audience is based on the observable decisions baked into the production itself.
Who Is Behind WhatSphere?
WhatSphere is published by WhatSphere, a LLITD property. The analysis is produced by WhatSphere Editorial — the team that builds and maintains the demographic scoring engine, researches the casting and adaptation data behind every score, and writes the analysis you read on each title page.
WhatSphere Editorial is the analyst team behind WhatSphere. We build and maintain the demographic scoring engine, research casting and adaptation data, and write every analysis against one rule: report what the production decisions show, in all directions, without editorializing.
We are not a studio, a streaming service, or an advocacy organization. We sell nothing based on the scores and take no position on whether any title should exist. Our only product is the measurement itself.
Our Mission
Entertainment is increasingly made for someone — a specific demographic, a specific worldview, a specific moment in the culture. That is not a problem to be solved; it is simply a fact worth knowing before you spend two hours or sixty dollars. Our mission is to make that fact legible, consistent, and checkable for every title we cover.
We want a parent choosing a film, a viewer deciding what to stream, a researcher studying representation trends, and a studio weighing an acquisition to all be able to open the same page and trust that the numbers were produced the same way, by the same rules, regardless of who the title is for.
“Data, Not Outrage”
Audience and representation are some of the most heated topics in entertainment, and almost all of the discussion is opinion shouting at opinion. WhatSphere is built on the opposite premise: describe, don't editorialize.
In practice that means three commitments:
- Observable inputs only.Every score traces back to something anyone can verify — the cast, the genre, the rating, the source material, the creators' own public statements — not to a reviewer's gut feeling.
- A neutral vocabulary.A score of 50 is the baseline. “High” and “low” describe a direction, not a judgment. We report that a title skews young-male or advocacy-driven the same way a thermometer reports temperature.
- No thumb on the scale. The scores are the same regardless of your politics. What differs is how you use them.
Symmetrical Standards
The same rules apply in all directions. A user who thinks Hollywood has lost its mind and a user who thinks representation matters should both be able to trust the data. Whitewashing a non-white character and race-swapping a historically white one trigger the same signals with the same weight. One user filters for entertainment-focused content with high faithfulness; another browses content centering their demographic. Both are valid uses of the same objective data.
The Evidence Dossiers
For the handful of titles at the center of a real culture-war fight, a score is not enough. So we also publish an Evidence Dossier: a neutral, receipts-grounded audit of the controversy itself, in which every factual sentence carries a citation you can click.
These exist to answer a specific failure. Again and again, one side of a fight presents a one-sided story as settled fact — by omitting the inconvenient detail, failing to corroborate a claim, treating impeachable evidence as gospel, and then citing its own unverified claims back as proof. A dossier answers with the fuller picture: here is the common thing people hear, here is what the primary record actually shows, and here is why it is more complex and nuanced than either side wants to admit.
A dossier steelmans both sides at their strongest, separates verifiable fact from contested framing, treats no outlet's word as automatically true, and stops at the line where the argument becomes a clash of values — which it never pretends to settle. It is data-driven, not side-driven: we are fine when the facts do not flatter any particular camp, and we refuse to launder anyone's agenda into fact.
How Scoring Works
Every title is scored on two primary axes: a Gender Axis (0 = strongly male-targeted, 100 = strongly female-targeted) and an Age Axis (0 = youth-oriented, 100 = mature-audience). These combine into four quadrant scores: Young Men, Young Women, Older Men, and Older Women. Additional dimensions cover racial audience representation, LGBTQ+ audience scoring, adaptation faithfulness, and advocacy classification.
We publish the formulas, the weights, and the data-confidence level behind every score — so you can see exactly why a title scored the way it did, and disagree with the inputs if you think they're wrong.
Data Sources
Scores are built from a mix of licensed metadata and our own original research. Title metadata, cast lists, and synopses come from TMDB, with games and anime supplemented by IGDB, Jikan/MyAnimeList, and AniList, and channel data from YouTube. Casting changes, adaptation faithfulness, creator statements, and advocacy-organization involvement are researched and recorded by our editorial team from public sources. All scoring is original analysis — we do not resell or redistribute source data.
Title and cast metadata is retrieved through the TMDB API. WhatSphere is an independent project and is not affiliated with, endorsed by, or certified by TMDB.
Found a Problem? Tell Us.
We would rather be corrected than be wrong. Every title page can be challenged: if you think a score is off, a casting change is mislabeled, or a fact is stale, submit a correction with supporting evidence and we will review it and update the data when warranted. That feedback loop — and the “last verified” stamp it produces — is a core part of how we keep the numbers honest.
Prefer email, or want to reach us about press, data, or a partnership? Write to hello@whatsphere.com.