{
  "snapshot": "2026-10-07",
  "measurement": "Visible listing indicator, not tested device operation",
  "platforms": [
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      "sampled": 50,
      "indicator_observed": 19,
      "unknown": 31,
      "explicit_no": 0,
      "ranking_context": "Women, default page 1 order; algorithm unspecified",
      "listing_url": "https://chaturbate.com/female-cams/",
      "selected_at": "2026-10-07T21:13:21.802Z",
      "selection_timestamp_basis": "Timestamp when both frozen lists were recorded; Chaturbate list was read earlier in the same preparation window.",
      "rooms": [
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 1,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 2,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 3,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 4,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 5,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 6,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 7,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 8,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": true,
          "sample_position": 9,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 10,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 11,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 12,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 13,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 14,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 15,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 16,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 17,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 18,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 19,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 20,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 21,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 22,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 23,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 24,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 25,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 26,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 27,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 28,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 29,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 30,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 31,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 32,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 33,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 34,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 35,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 36,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 37,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 38,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 39,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 40,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 41,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 42,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 43,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 44,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 45,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 46,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 47,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 48,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 49,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 50,
          "source_url": "/methodology/index.html#anonymous-observations"
        }
      ]
    },
    {
      "platform": "Stripchat",
      "sampled": 22,
      "indicator_observed": 17,
      "unknown": 5,
      "explicit_no": 0,
      "ranking_context": "Girls / Recommended, personalized default order",
      "listing_url": "https://stripchat.com/girls/recommended",
      "selected_at": "2026-10-07T21:13:21.802Z",
      "selection_timestamp_basis": "Timestamp when both frozen lists were recorded; Chaturbate list was read earlier in the same preparation window.",
      "rooms": [
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 1,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 2,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 3,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 4,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 5,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 6,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 7,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 8,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 9,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 10,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 11,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 12,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 13,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 14,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 15,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 16,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 17,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 18,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "unknown",
          "promoted": false,
          "sample_position": 19,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 20,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 21,
          "source_url": "/methodology/index.html#anonymous-observations"
        },
        {
          "interactive_indicator": "yes",
          "promoted": false,
          "sample_position": 22,
          "source_url": "/methodology/index.html#anonymous-observations"
        }
      ]
    }
  ],
  "not_measured": [
    "Action price and duration",
    "Device brand and compatibility",
    "Successful response or latency",
    "Private-session availability of interactive features"
  ],
  "source": "Frozen research-dataset.json; selection timestamps are not per-room device tests"
}