{
  "schemaVersion": "0.1.0",
  "id": "2026-03-31-better-robots-ai-emergence",
  "type": "field-observation-bundle",
  "status": "descriptive_only",
  "site": "https://gautierdorval.com/",
  "canonical_notice": "This bundle is observational and descriptive. It does not certify capability, obedience, legal compliance, or durable dominance.",
  "subject": {
    "label": "Better Robots.txt",
    "product_site": "https://better-robots.com/",
    "plugin_directory": "https://wordpress.org/plugins/better-robots-txt/",
    "identity_repository": "https://github.com/GautierDorval/better-robots-txt"
  },
  "chronology": [
    {
      "date": "2026-03-10",
      "event": "WordPress.org plugin update"
    },
    {
      "date": "2026-03-11",
      "event": "better-robots.com launched"
    },
    {
      "date": "2026-03-31",
      "event": "cross-surface observation in private browsing conditions"
    }
  ],
  "observed_surfaces": [
    "Google AI Mode",
    "Google AI Overviews",
    "ChatGPT",
    "Copilot",
    "DeepSeek",
    "Gemini",
    "Grok",
    "Kimi",
    "Mistral",
    "Perplexity"
  ],
  "claims_supported": [
    "Strong cross-surface emergence on the direct query about a WordPress plugin optimizing robots.txt for AI and LLM.",
    "Selective persistence on adjacent operational WordPress queries.",
    "No universal plugin surfacing on several abstract policy-oriented questions.",
    "Need to distinguish product authority from doctrinal authority."
  ],
  "bundle_files": {
    "readme": "https://gautierdorval.com/observations/better-robots-ai-2026/README.md",
    "screenshots": [
      "https://gautierdorval.com/observations/better-robots-ai-2026/google-ai-mode.webp",
      "https://gautierdorval.com/observations/better-robots-ai-2026/google-ai-overviews.webp",
      "https://gautierdorval.com/observations/better-robots-ai-2026/chatgpt.webp",
      "https://gautierdorval.com/observations/better-robots-ai-2026/copilot.webp",
      "https://gautierdorval.com/observations/better-robots-ai-2026/deepseek.webp",
      "https://gautierdorval.com/observations/better-robots-ai-2026/gemini.webp",
      "https://gautierdorval.com/observations/better-robots-ai-2026/grok.webp",
      "https://gautierdorval.com/observations/better-robots-ai-2026/kimi.webp",
      "https://gautierdorval.com/observations/better-robots-ai-2026/mistral.webp",
      "https://gautierdorval.com/observations/better-robots-ai-2026/perplexity.webp"
    ]
  },
  "related_pages": [
    "https://gautierdorval.com/en/blog/field-observations/better-robots-txt-a-case-of-early-ai-visibility/",
    "https://gautierdorval.com/en/blog/field-observations/when-a-policy-question-has-not-yet-become-a-tool-category/",
    "https://gautierdorval.com/en/clarifications/operational-product-authority-and-doctrinal-authority-are-not-the-same-thing/"
  ],
  "non_goals": [
    "Certification of product quality",
    "Proof of AI compliance",
    "Universal category dominance",
    "Replacement of doctrinal surfaces"
  ]
}