{
  "matrix": "curation-model-breakdown",
  "title": "Video Curation Models Comparison Matrix",
  "lastVerified": "2026-09-22",
  "dimensions": [
    "human_curated",
    "zero_trust_default",
    "parental_channel_control",
    "algorithmic_leak_risk"
  ],
  "products": [
    {
      "name": "WhitelistVideo",
      "id": "https://whitelist.video/#product",
      "values": {
        "human_curated": {
          "supported": true,
          "detail": "Curated by parents directly for their specific children",
          "verified": "2026-09-22"
        },
        "zero_trust_default": {
          "supported": true,
          "detail": "Blocks all videos until channel is whitelisted",
          "verified": "2026-09-22"
        },
        "parental_channel_control": {
          "supported": true,
          "detail": "Full granular control over approved creator lists",
          "verified": "2026-09-22"
        },
        "algorithmic_leak_risk": {
          "supported": false,
          "detail": "Zero risk because algorithmic feeds are disabled",
          "verified": "2026-09-22"
        }
      }
    },
    {
      "name": "YouTube Kids",
      "id": "https://youtubekidsalternatives.com/alternatives/youtube-kids/#profile",
      "values": {
        "human_curated": {
          "supported": false,
          "detail": "Default operation relies on automated machine learning classifiers",
          "verified": "2026-08-26"
        },
        "zero_trust_default": {
          "supported": false,
          "detail": "Only in optional Approved Content Only mode",
          "verified": "2026-08-26"
        },
        "parental_channel_control": {
          "supported": true,
          "detail": "Parents can select channels in Approved mode",
          "verified": "2026-08-26"
        },
        "algorithmic_leak_risk": {
          "supported": true,
          "detail": "Automated algorithms occasionally misclassify inappropriate videos",
          "verified": "2026-08-26"
        }
      }
    },
    {
      "name": "Sensical",
      "id": "https://youtubekidsalternatives.com/alternatives/sensical/#profile",
      "values": {
        "human_curated": {
          "supported": true,
          "detail": "Staff child development experts evaluate every asset",
          "verified": "2026-09-22"
        },
        "zero_trust_default": {
          "supported": true,
          "detail": "Nothing enters catalog without human signoff",
          "verified": "2026-09-22"
        },
        "parental_channel_control": {
          "supported": false,
          "detail": "Platform manages topic channels",
          "verified": "2026-09-22"
        },
        "algorithmic_leak_risk": {
          "supported": false,
          "detail": "Near-zero leak risk due to human screening",
          "verified": "2026-09-22"
        }
      }
    }
  ]
}