{
  "schema_version": 1,
  "contract_version": "newruntime-page-readership-v1",
  "type": "page_machine_readership",
  "canonical_path": "/signals/agent-systems-are-becoming-durable-work-environments-not-just-model-ca-0e366f/",
  "canonical_url": "https://newruntime.com/signals/agent-systems-are-becoming-durable-work-environments-not-just-model-ca-0e366f/",
  "generated_at": "2026-10-28T23:01:09.941Z",
  "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": 12,
    "requests_observed": 17,
    "named_automations_observed": 9,
    "verified_automations_observed": 3
  },
  "windows": {
    "last_24h": {
      "first_seen": "2026-10-27T23:01:04.433Z",
      "last_seen": "2026-10-28T23:00:00.533Z",
      "requests": 12,
      "formats": [
        {
          "format": "html",
          "count": 7
        },
        {
          "format": "markdown",
          "count": 3
        },
        {
          "format": "json",
          "count": 2
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-10-28T04:49:33.337Z",
          "last_seen": "2026-10-28T10:50:12.016Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-28T02:08:21.433Z",
          "last_seen": "2026-10-28T02:08:30.940Z",
          "identity_status": "verified"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-10-28T22:32:26.311Z",
          "last_seen": "2026-10-28T22:32:26.311Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; AwarioBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T05:02:13.758Z",
          "last_seen": "2026-10-28T05:02:13.758Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; DataForSeoBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T06:37:28.612Z",
          "last_seen": "2026-10-28T06:37:28.612Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; Amazonbot/0.1; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T16:53:53.518Z",
          "last_seen": "2026-10-28T16:53:53.518Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; Reflectionbot/1.0; +public-url-redacted Chrome/151",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T08:45:29.478Z",
          "last_seen": "2026-10-28T08:45:29.478Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "PetalBot",
          "count": 1,
          "category": "search_crawler",
          "first_seen": "2026-10-28T21:39:39.590Z",
          "last_seen": "2026-10-28T21:39:39.590Z",
          "identity_status": "verified"
        }
      ]
    },
    "observed": {
      "first_seen": "2026-10-27T09:37:03.288Z",
      "last_seen": "2026-10-28T23:00:00.533Z",
      "requests": 17,
      "formats": [
        {
          "format": "html",
          "count": 8
        },
        {
          "format": "markdown",
          "count": 5
        },
        {
          "format": "json",
          "count": 4
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 5,
          "category": "other_bot",
          "first_seen": "2026-10-27T10:49:59.838Z",
          "last_seen": "2026-10-28T10:50:12.016Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-28T02:08:21.433Z",
          "last_seen": "2026-10-28T02:08:30.940Z",
          "identity_status": "verified"
        },
        {
          "family": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; Amazonbot/0.1; +public-url-redacted",
          "count": 2,
          "category": "other_bot",
          "first_seen": "2026-10-27T15:21:41.215Z",
          "last_seen": "2026-10-28T16:53:53.518Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "OpenAI SearchBot",
          "count": 2,
          "category": "ai_crawler",
          "first_seen": "2026-10-27T20:04:21.911Z",
          "last_seen": "2026-10-27T20:04:23.285Z",
          "identity_status": "verified"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-10-28T22:32:26.311Z",
          "last_seen": "2026-10-28T22:32:26.311Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; AwarioBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T05:02:13.758Z",
          "last_seen": "2026-10-28T05:02:13.758Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; DataForSeoBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T06:37:28.612Z",
          "last_seen": "2026-10-28T06:37:28.612Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; Reflectionbot/1.0; +public-url-redacted Chrome/151",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T08:45:29.478Z",
          "last_seen": "2026-10-28T08:45:29.478Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "PetalBot",
          "count": 1,
          "category": "search_crawler",
          "first_seen": "2026-10-28T21:39:39.590Z",
          "last_seen": "2026-10-28T21:39:39.590Z",
          "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."
  }
}