{
  "id": "2026-10-08",
  "collected_at": "2026-10-08T18:45:03.389Z",
  "timestamp_basis": "UTC recorded immediately after each rendered DOM snapshot; sequential observations, not simultaneous",
  "status": "observed UI counters; cross-platform inclusion rules unverified",
  "observations": [
    {
      "platform": "Chaturbate",
      "source_url": "https://chaturbate.com/female-cams/",
      "observed_at": "2026-10-08T18:41:56.651Z",
      "authentication": "logged_in",
      "authentication_evidence": "User profile button visible",
      "category": "Women (female-cams route)",
      "ranking_context": "Default listing; ranking algorithm not labelled",
      "filter_context": "Search gender shows All; Women route; no extra filters changed",
      "counters": [],
      "unknown_reason": "No explicitly labelled platform or category total found in loaded listing navigation; per-room viewer counts excluded"
    },
    {
      "platform": "Stripchat",
      "source_url": "https://stripchat.com/",
      "observed_at": "2026-10-08T18:43:02.929Z",
      "authentication": "unknown",
      "authentication_evidence": "Add Tokens and personalized sections visible; inspected UI did not explicitly identify sign-in state",
      "category": "Girls / root listing",
      "ranking_context": "Home; Today\u2019s Recommendations for You and Match Your Latest Picks sections visible",
      "filter_context": "No filters changed",
      "counters": [
        {
          "label": "11814 LIVE",
          "value": 11814,
          "placement": "header",
          "scope": "Header live count; inclusion rules not verified",
          "metric_type": "displayed_header_live"
        }
      ],
      "category_count": null
    },
    {
      "platform": "LiveJasmin",
      "source_url": "https://www.livejasmin.com/en/free/girls",
      "observed_at": "2026-10-08T18:44:30.378Z",
      "authentication": "logged_in",
      "authentication_evidence": "Account name visible",
      "category": "Girls",
      "ranking_context": "Recommended",
      "filter_context": "No filters changed; Live in Private Show and Live in Free Chat filter groups visible",
      "counters": [],
      "unknown_reason": "No explicitly labelled platform or category total found in inspected listing/navigation; loaded model cards not counted as total"
    },
    {
      "platform": "BongaCams",
      "source_url": "https://bongacams.com/female",
      "observed_at": "2026-10-08T18:44:28.874Z",
      "authentication": "logged_in",
      "authentication_evidence": "Account profile links visible",
      "category": "Females",
      "ranking_context": "Camscore",
      "filter_context": "No filters changed",
      "counters": [
        {
          "label": "2879 Online",
          "value": 2879,
          "placement": "header",
          "scope": "Header online count; inclusion rules not verified",
          "metric_type": "displayed_header_online"
        },
        {
          "label": "All 1876",
          "value": 1876,
          "placement": "category navigation",
          "scope": "All tab counter; scope not established as equivalent to header",
          "metric_type": "displayed_all_tab"
        },
        {
          "label": "Females 1799",
          "value": 1799,
          "placement": "category navigation",
          "scope": "Females tab counter; platform-defined category",
          "metric_type": "displayed_category"
        }
      ]
    }
  ],
  "limitations": [
    "Counts describe labelled interface values, not an independently verified platform-wide population.",
    "Counter scopes differ; no cross-platform sum, share or winner can be calculated.",
    "No counter found means unknown, not zero activity.",
    "Listing contexts differ: Women/default, Girls/home personalization, Girls/Recommended, Females/Camscore.",
    "No room-card counts, per-room viewers, rankings or historical tariff counts used as platform totals.",
    "One dated manual pass cannot establish trend, peak concurrency or a refresh frequency."
  ],
  "coverage": {
    "pages_inspected": 4,
    "pages_with_labelled_counters": 2,
    "pages_without_labelled_totals": 2,
    "observation_start": "2026-10-08T18:41:56.651000Z",
    "observation_end": "2026-10-08T18:44:30.378000Z",
    "cross_platform_comparable": false
  }
}