Maker here! A few things that might come up: 1. "How is this different from Common Sense Media?" CSM uses editorial reviews — humans watch and write opinions. Kidoio uses structured behavioural measurement across 9 dimensions, anchored on published child-development research. Every score links to a timestamped on-screen example. CSM tells you "ages 6+, some mild conflict." Kidoio tells you exactly which moments model aggression, how conflict is resolved, and whether the reward framing is intrinsic or extrinsic — with timestamps. 2. "What about privacy?" We don't store the video itself. We process the transcript and visual frames to generate the profile, then discard the raw content. The behavioural profile is stored. Kids Mode sessions are ephemeral — they expire automatically and carry no personal data about the child. 3. "Why 2-6 minutes?" The analysis runs a multi-pass extraction across the full video length. Short videos (7 min) take ~2 minutes. Long compilations (45+ min) take ~6. We're optimising this — but accuracy matters more than speed for this use case. Happy to answer anything else!

Kidaio

What screens actually teach your kid

What screens actually teach your kid