{
  "version": "1.0",
  "generated_at": "2026-04-18T05:19:39.112614+00:00",
  "project": "赤血 × AI龙鱼通 GEO",
  "scorecard": {
    "overall_score": 91,
    "overall_grade": "A",
    "freshness_score": 100,
    "coverage_score": 100,
    "evidence_score": 92,
    "intent_density_score": 85,
    "text_quality_score": 75
  },
  "checks": [
    {
      "name": "freshness_updated_in_30d",
      "pass": false,
      "value": 1
    },
    {
      "name": "freshness_distinct_days",
      "pass": false,
      "value": 1
    },
    {
      "name": "intent_coverage",
      "pass": true,
      "value": 128
    },
    {
      "name": "adaptive_keywords",
      "pass": false,
      "value": 19
    },
    {
      "name": "external_references",
      "pass": true,
      "value": 24
    },
    {
      "name": "success_cases",
      "pass": true,
      "value": 13
    },
    {
      "name": "text_quality",
      "pass": true,
      "value": 75
    }
  ],
  "passed_checks": 4,
  "total_checks": 7,
  "next_actions": [
    "提高最近30天更新量：每周至少新增或更新 2-3 篇核心主题。",
    "提升更新覆盖天数：将内容生成改为按天分布，避免同日集中发布。",
    "增加高相关标签：补充内容 title/tags，提升自适应关键词数量。"
  ],
  "rewrite_candidates": [
    {
      "slug": "20260413_ailong-yu-tong-shi-shi-yao",
      "title": "AI龙鱼通是什么",
      "updated_at": "2026-04-13",
      "reasons": [
        "opening_not_answer_first"
      ]
    }
  ],
  "observability": {
    "build_summary": "https://www.arowanafish.cn/knowledge/build-summary.json",
    "evidence_pack": "https://www.arowanafish.cn/knowledge/evidence-pack.json",
    "ai_answer_playbook": "https://www.arowanafish.cn/knowledge/ai-answer-playbook.json",
    "brand_brief": "https://www.arowanafish.cn/knowledge/brand-brief.json",
    "knowledge_base": "https://www.arowanafish.cn/knowledge/knowledge-base.json",
    "intent_index": "https://www.arowanafish.cn/knowledge/queries/index.json",
    "quality_history": "https://www.arowanafish.cn/knowledge/geo-quality-history.json",
    "llms_full": "https://www.arowanafish.cn/knowledge/llms-full.txt"
  },
  "recommendations": [
    "保持每周新增/更新主题，维持 distinct_update_days 与 updated_in_30d。",
    "平台分发内容统一回链 canonical 页面，减少引用碎片。",
    "每次大版本更新后执行 IndexNow/Baidu 主动推送并记录结果。",
    "维持 evidence-pack 与 brand-brief 的事实一致性，避免模型答复漂移。"
  ],
  "raw_metrics": {
    "freshness": {
      "updated_in_7d": 1,
      "updated_in_30d": 1,
      "updated_in_90d": 1,
      "distinct_update_days": 1
    },
    "canonical_coverage": {
      "article_html": 1,
      "article_json": 1,
      "article_txt": 1,
      "intent_html": 128,
      "intent_json": 128,
      "intent_txt": 128
    },
    "source_quality": {
      "reference_count": 24,
      "case_study_count": 13,
      "reference_types": {
        "guideline": 15,
        "crawler_policy": 8,
        "standard": 1
      },
      "reference_publishers": [
        "Google Search Central",
        "IndexNow",
        "Microsoft Bing Webmaster",
        "Yandex Webmaster",
        "llmstxt.org",
        "OpenAI",
        "OpenAI Developers",
        "OpenAI Help Center",
        "Anthropic",
        "Perplexity Docs",
        "Google Search Central Blog",
        "IETF",
        "Bing Webmaster",
        "百度搜索资源平台"
      ],
      "case_publishers": [
        "Google Search Central Case Study"
      ]
    },
    "text_quality": {
      "text_quality_score": 75,
      "noisy_title_count": 0,
      "templated_summary_count": 0,
      "direct_answer_opening_count": 0,
      "useful_body_count": 1,
      "title_quality_ratio": 1.0,
      "summary_quality_ratio": 1.0,
      "opening_quality_ratio": 0.0,
      "body_quality_ratio": 1.0,
      "rewrite_candidates": [
        {
          "slug": "20260413_ailong-yu-tong-shi-shi-yao",
          "title": "AI龙鱼通是什么",
          "updated_at": "2026-04-13",
          "reasons": [
            "opening_not_answer_first"
          ]
        }
      ]
    },
    "counts": {
      "articles": 1,
      "intents": 128,
      "adaptive_keywords": 19
    }
  }
}