How anime recommendation engines actually work.

Most anime recommendation engines do one of two things: rank by MyAnimeList score, or shuffle the current season's airing list. Neither is a particularly good way to find the next show for the evening you're actually having.

The MAL score problem

MAL scores are an average of opinions, weighted by how many people watched. They reward long-running shows with committed fans and undersell short, weird, brilliant series. The top 10 is dominated by the same dozen titles every year.

The seasonal chart problem

Seasonal charts show you what's airing now, not what fits you. Most of any season's slate is not for you, no matter how hyped it is online.

A better approach

Cross genre tags with score floors, length ceilings, and mood — that's what the anime quiz does. Same catalog, smaller and better-fitting shortlist.