{
  "schema_version": 1,
  "contract_version": "newruntime-page-readership-v1",
  "type": "page_machine_readership",
  "canonical_path": "/posts/six-surge-benchmarks-join-the-fireworks-specialized-intelligence-38d69e/",
  "canonical_url": "https://newruntime.com/posts/six-surge-benchmarks-join-the-fireworks-specialized-intelligence-38d69e/",
  "generated_at": "2026-11-15T11:30:58.360Z",
  "refresh_hint": "30m",
  "schema_url": "https://newruntime.com/page-readership-schema.json",
  "methodology_url": "https://newruntime.com/machine-consumption/",
  "privacy": {
    "ip_addresses": "not_output",
    "visitor_ids": "not_output",
    "query_strings": "not_output",
    "raw_user_agents": "not_output",
    "raw_log_lines": "not_output",
    "session_identifiers": "not_output",
    "human_identity": "not_collected_for_this_contract"
  },
  "summary": {
    "requests_last_24h": 15,
    "requests_observed": 15,
    "named_automations_observed": 8,
    "verified_automations_observed": 4
  },
  "windows": {
    "last_24h": {
      "first_seen": "2026-11-14T20:11:16.999Z",
      "last_seen": "2026-11-15T11:30:04.551Z",
      "requests": 15,
      "formats": [
        {
          "format": "html",
          "count": 7
        },
        {
          "format": "json",
          "count": 4
        },
        {
          "format": "markdown",
          "count": 4
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-11-15T03:59:48.951Z",
          "last_seen": "2026-11-15T09:58:47.641Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/149.0.0 … (compatible; Epochal-Search/1.0)",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-11-15T00:12:52.244Z",
          "last_seen": "2026-11-15T00:14:06.823Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-11-15T03:47:34.954Z",
          "last_seen": "2026-11-15T03:47:40.952Z",
          "identity_status": "verified"
        },
        {
          "family": "GPTBot",
          "count": 2,
          "category": "ai_crawler",
          "first_seen": "2026-11-15T02:46:34.795Z",
          "last_seen": "2026-11-15T02:46:35.499Z",
          "identity_status": "verified"
        },
        {
          "family": "ChatGPT-User",
          "count": 1,
          "category": "ai_user_agent",
          "first_seen": "2026-11-15T05:05:59.752Z",
          "last_seen": "2026-11-15T05:05:59.752Z",
          "identity_status": "verified"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-11-15T11:16:22.800Z",
          "last_seen": "2026-11-15T11:16:22.800Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; ShapBot/0.1.0",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-11-15T02:56:11.993Z",
          "last_seen": "2026-11-15T02:56:11.993Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "OpenAI SearchBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-11-15T02:46:15.165Z",
          "last_seen": "2026-11-15T02:46:15.165Z",
          "identity_status": "verified"
        }
      ]
    },
    "observed": {
      "first_seen": "2026-11-14T20:11:16.999Z",
      "last_seen": "2026-11-15T11:30:04.551Z",
      "requests": 15,
      "formats": [
        {
          "format": "html",
          "count": 7
        },
        {
          "format": "json",
          "count": 4
        },
        {
          "format": "markdown",
          "count": 4
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-11-15T03:59:48.951Z",
          "last_seen": "2026-11-15T09:58:47.641Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/149.0.0 … (compatible; Epochal-Search/1.0)",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-11-15T00:12:52.244Z",
          "last_seen": "2026-11-15T00:14:06.823Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-11-15T03:47:34.954Z",
          "last_seen": "2026-11-15T03:47:40.952Z",
          "identity_status": "verified"
        },
        {
          "family": "GPTBot",
          "count": 2,
          "category": "ai_crawler",
          "first_seen": "2026-11-15T02:46:34.795Z",
          "last_seen": "2026-11-15T02:46:35.499Z",
          "identity_status": "verified"
        },
        {
          "family": "ChatGPT-User",
          "count": 1,
          "category": "ai_user_agent",
          "first_seen": "2026-11-15T05:05:59.752Z",
          "last_seen": "2026-11-15T05:05:59.752Z",
          "identity_status": "verified"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-11-15T11:16:22.800Z",
          "last_seen": "2026-11-15T11:16:22.800Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; ShapBot/0.1.0",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-11-15T02:56:11.993Z",
          "last_seen": "2026-11-15T02:56:11.993Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "OpenAI SearchBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-11-15T02:46:15.165Z",
          "last_seen": "2026-11-15T02:46:15.165Z",
          "identity_status": "verified"
        }
      ]
    }
  },
  "interpretation": {
    "unit": "Successful requests from named automation, not unique people.",
    "identity": "Identity status is the strongest observed family-level evidence in the identity aggregate, not verification of every page request.",
    "causality": "A request does not prove indexing, citation, model training, understanding, or referral.",
    "representations": "HTML, JSON, and Markdown twins are grouped under the canonical page."
  }
}