What Is Playing on Your Child's YouTube — How the Recommendation Engine Works and What Parents Can Actually Do

Audience
Parents of children aged 0–12
Target length
~1,400 words
Status
Draft v2 (translated from Japanese v1)
Original
../185_youtube_algorithm.md

Lead

You hand a child the tablet. Ten minutes later you glance over: they are watching a channel you have never seen. You started them on a toy-review video; somehow they have migrated to unboxing videos from a stranger. This is not an accident, and it is not the child's mistake. It is a designed outcome.

Understanding how YouTube's recommendation engine works is a prerequisite for doing anything about it. Without that, "they're watching too much" is a feeling — not an actionable diagnosis.