{
  "schema_version": 1,
  "contract_version": "newruntime-page-readership-v1",
  "type": "page_machine_readership",
  "canonical_path": "/posts/frontier-models-ability-to-control-robot-arms-is-193384/",
  "canonical_url": "https://newruntime.com/posts/frontier-models-ability-to-control-robot-arms-is-193384/",
  "generated_at": "2026-10-29T03:30:49.041Z",
  "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": 14,
    "requests_observed": 21,
    "named_automations_observed": 11,
    "verified_automations_observed": 3
  },
  "windows": {
    "last_24h": {
      "first_seen": "2026-10-28T03:30:42.253Z",
      "last_seen": "2026-10-29T03:29:47.647Z",
      "requests": 14,
      "formats": [
        {
          "format": "html",
          "count": 10
        },
        {
          "format": "json",
          "count": 2
        },
        {
          "format": "markdown",
          "count": 2
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-10-28T16:50:47.914Z",
          "last_seen": "2026-10-28T22:52:23.524Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-29T02:31:19.045Z",
          "last_seen": "2026-10-29T02:31:59.318Z",
          "identity_status": "verified"
        },
        {
          "family": "ChatGPT-User",
          "count": 2,
          "category": "ai_user_agent",
          "first_seen": "2026-10-28T07:13:07.310Z",
          "last_seen": "2026-10-28T12:09:09.960Z",
          "identity_status": "verified"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-10-29T01:34:51.741Z",
          "last_seen": "2026-10-29T01:34:51.741Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; DataForSeoBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T04:38:26.470Z",
          "last_seen": "2026-10-28T04:38:26.470Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; SERankingBacklinksBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-29T02:19:34.512Z",
          "last_seen": "2026-10-29T02:19:34.512Z",
          "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": "2026-10-28T10:32:43.517Z",
          "last_seen": "2026-10-28T10:32:43.517Z",
          "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": "2026-10-28T23:11:48.689Z",
          "last_seen": "2026-10-28T23:11:48.689Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "SemrushBot",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T14:21:53.877Z",
          "last_seen": "2026-10-28T14:21:53.877Z",
          "identity_status": "not_verifiable"
        }
      ]
    },
    "observed": {
      "first_seen": "2026-10-27T14:37:02.589Z",
      "last_seen": "2026-10-29T03:29:47.647Z",
      "requests": 21,
      "formats": [
        {
          "format": "html",
          "count": 12
        },
        {
          "format": "markdown",
          "count": 5
        },
        {
          "format": "json",
          "count": 4
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 6,
          "category": "other_bot",
          "first_seen": "2026-10-27T16:49:33.876Z",
          "last_seen": "2026-10-28T22:52:23.524Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "OpenAI SearchBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-27T15:01:32.814Z",
          "last_seen": "2026-10-27T20:08:15.349Z",
          "identity_status": "verified"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-29T02:31:19.045Z",
          "last_seen": "2026-10-29T02:31:59.318Z",
          "identity_status": "verified"
        },
        {
          "family": "ChatGPT-User",
          "count": 2,
          "category": "ai_user_agent",
          "first_seen": "2026-10-28T07:13:07.310Z",
          "last_seen": "2026-10-28T12:09:09.960Z",
          "identity_status": "verified"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-10-29T01:34:51.741Z",
          "last_seen": "2026-10-29T01:34:51.741Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; DataForSeoBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T04:38:26.470Z",
          "last_seen": "2026-10-28T04:38:26.470Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; SERankingBacklinksBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-29T02:19:34.512Z",
          "last_seen": "2026-10-29T02:19:34.512Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/149.0.0.0 Safa … (compatible; AionBot/1.0)",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-27T15:15:26.295Z",
          "last_seen": "2026-10-27T15:15:26.295Z",
          "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": "2026-10-28T10:32:43.517Z",
          "last_seen": "2026-10-28T10:32:43.517Z",
          "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": "2026-10-28T23:11:48.689Z",
          "last_seen": "2026-10-28T23:11:48.689Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "SemrushBot",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T14:21:53.877Z",
          "last_seen": "2026-10-28T14:21:53.877Z",
          "identity_status": "not_verifiable"
        }
      ]
    }
  },
  "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."
  }
}