How Stattook works.
Stattook connects people, comparisons and community signals across the platform. We explain the experience publicly without exposing internal ranking formulas or systems that could be manipulated.
Regular Layer
The everyday Stattook experience: people discover comparisons, vote, participate in discussions and follow the subjects and creators they care about.
Creator Layer
Creators turn their comparisons and ideas into a public body of work. Their profiles, posts, topics and participation can become discoverable across the public site.
Business Layer
The Business Layer is not currently part of the public product. This page does not describe or expose any unreleased business functionality.
What the system is designed to help people discover.
Community activity around public comparisons.
People building a visible history of ideas and comparisons.
Related public conversations grouped around subjects.
Posts, discussions, rankings and events that help people explore.
The exact ranking and recommendation implementation is intentionally not published. Public pages describe outcomes and user-facing principles rather than the underlying scoring or anti-abuse logic.
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