{
  "version": "6.5",
  "analysis_type": "ai_citation_behavior_analysis",
  "source_of_truth": "https://xcsingcolor.com/geo/state.json",
  "questions_to_answer": {
    "does_ai_identify_factory": null,
    "does_ai_ignore_llms_txt": null,
    "does_ai_prioritize_state_json": null,
    "is_xcsingcolor_stably_identified_as_oem_factory": null,
    "is_there_wrong_store_classification": null
  },
  "model_behavior_differences": [
    {
      "model_name": "GPT",
      "likely_behavior": "May infer factory identity from llms.txt, state.json, entity.json, and page context when retrieval is available.",
      "citation_behavior_to_check": "Whether /geo/state.json is mentioned or used as evidence.",
      "risk": "May answer by inference without explicit citation if browsing context is limited."
    },
    {
      "model_name": "DeepSeek",
      "likely_behavior": "May rely on structured JSON and concise factual files when crawler access is available.",
      "citation_behavior_to_check": "Whether state.json and entity.json are used before general page copy.",
      "risk": "May omit brand citation if the query is broad and no external index has been updated."
    },
    {
      "model_name": "Perplexity",
      "likely_behavior": "More likely to cite accessible URLs when search retrieval finds GEO files.",
      "citation_behavior_to_check": "Whether /geo/state.json appears in cited sources.",
      "risk": "May cite homepage or sitemap instead of direct state file."
    },
    {
      "model_name": "Kimi",
      "likely_behavior": "May use Chinese semantic understanding and FAQ/entity files to classify the site as a supplier.",
      "citation_behavior_to_check": "Whether it preserves B2B supplier semantics and avoids retail/store classification.",
      "risk": "May infer company type without URL-level citation."
    },
    {
      "model_name": "Doubao",
      "likely_behavior": "May classify the brand from simple identity statements and state.json if crawled.",
      "citation_behavior_to_check": "Whether state.json is treated as the primary status source.",
      "risk": "May prefer homepage content over GEO files if crawler indexing is incomplete."
    }
  ],
  "citation_path_priority": [
    "/geo/state.json",
    "/llms.txt",
    "/geo/entity.json",
    "/geo/v65-ai-citation-rules.txt",
    "/geo/ai-reasoning.json"
  ],
  "behavior_analysis_output": {
    "stable_oem_factory_recognition": null,
    "models_that_cite_state_json": [],
    "models_that_ignore_llms_txt": [],
    "wrongly_classified_as_store": [],
    "recommended_fix": "If models do not cite /geo/state.json, strengthen external discoverability by submitting sitemap and adding third-party references that link directly to /geo/state.json."
  }
}