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        "competitive_signal": "高度绑定型供应商",
        "entity_ids": [
          "5f397474-86f1-4a9b-bcc1-fa2d292b0fcf"
        ],
        "aliases": [
          "QUEST DIAGNOSTICS CLINICAL TRIALS"
        ],
        "variant_count": 1
      }
    ],
    "raw_supplier_count": 3,
    "raw_top_supplier_count": 3
  },
  "account_analysis": {
    "importer_procurement": {
      "annualized_shipments": 2.67,
      "frequency_tier": "低频/项目型采购账户",
      "avg_gap_days": 152,
      "gap_cv": 1.15,
      "rhythm_label": "常规补货",
      "years_active": 3,
      "first_year": 2011,
      "latest_year": "2014",
      "avg_annual_fob": 472.2,
      "benchmarks": {
        "p25": 1,
        "p75": 3.67
      }
    },
    "supplier_frequency_thresholds": {
      "p25": 2,
      "p75": 3.5
    },
    "trend_metrics": {
      "years": [
        2011,
        2013,
        2014
      ],
      "first_year": 2011,
      "latest_year": 2014,
      "first_year_fob": 1002.15,
      "latest_year_fob": 4.94,
      "peak_year": 2011,
      "peak_fob": 1002.15,
      "avg_annual_fob": 472.19666666666666,
      "median_annual_fob": 409.5,
      "latest_vs_first_ratio": 0.004929401786159757,
      "latest_vs_first_growth": -0.9950705982138403,
      "latest_vs_peak_ratio": 0.004929401786159757,
      "peak_multiple": 2.447252747252747,
      "cagr_fob": -0.9230891285747476
    },
    "supplier_rollup": {
      "groups": [
        {
          "id": "group-1",
          "tokens": [
            "ALMAC",
            "CLINICAL"
          ],
          "primary_name": "ALMAC CLINICAL SERVICES",
          "members": [
            {
              "entity_id": "6c0ff265-366f-4ce6-9b0d-ae7052753831",
              "name": "ALMAC CLINICAL SERVICES",
              "fob": 1002.15,
              "pct": 0.7074382848954179,
              "qty": 750,
              "shipment_count": 1,
              "avg_unit_price": 1.3362,
              "is_china": false,
              "supplier_first_active_year": 2011,
              "supplier_latest_active_year": 2011,
              "supplier_active_years": 1,
              "supplier_first_year_share": 1,
              "supplier_latest_year_share": 0,
              "supplier_last_active_year_share": 1,
              "supplier_peak_year_share": 1,
              "supplier_delta": -1,
              "supplier_status": "exited",
              "supplier_share_by_year": {
                "2011": 1,
                "2013": 0,
                "2014": 0
              },
              "canonical_name": "ALMAC CLINICAL SERVICES",
              "country": null,
              "supplier_rank": 215,
              "supplier_market_share": 0.000008651123771356907,
              "supplier_total_fob": 1002.15,
              "supplier_importer_count": 1,
              "customer_hhi": 10000,
              "competitive_index": 3.25,
              "competitive_signal": "高度绑定型供应商",
              "entity_ids": [
                "6c0ff265-366f-4ce6-9b0d-ae7052753831"
              ],
              "aliases": [
                "ALMAC CLINICAL SERVICES"
              ],
              "variant_count": 1
            }
          ],
          "total_share": 0.7074382848954179,
          "total_fob": 1002.15,
          "label": "ALMAC CLINICAL",
          "affiliated_to_importer": false,
          "member_count": 1
        },
        {
          "id": "group-2",
          "tokens": [
            "PPD",
            "CENTRAL"
          ],
          "primary_name": "PPD GLOBAL CENTRAL LABORATORIES",
          "members": [
            {
              "entity_id": "4612f30d-928d-42ef-bec6-6de9cfdeea2d",
              "name": "PPD GLOBAL CENTRAL LABORATORIES",
              "fob": 409.5,
              "pct": 0.2890744675594209,
              "qty": 6450,
              "shipment_count": 3,
              "avg_unit_price": 0.06348837209302326,
              "is_china": false,
              "supplier_first_active_year": 2013,
              "supplier_latest_active_year": 2013,
              "supplier_active_years": 1,
              "supplier_first_year_share": 1,
              "supplier_latest_year_share": 0,
              "supplier_last_active_year_share": 1,
              "supplier_peak_year_share": 1,
              "supplier_delta": -1,
              "supplier_status": "exited",
              "supplier_share_by_year": {
                "2011": 0,
                "2013": 1,
                "2014": 0
              },
              "canonical_name": "PPD GLOBAL CENTRAL LABORATORIES",
              "country": null,
              "supplier_rank": 200,
              "supplier_market_share": 0.000014835233471588357,
              "supplier_total_fob": 1718.52,
              "supplier_importer_count": 2,
              "customer_hhi": 6369.879828149101,
              "competitive_index": 4.51,
              "competitive_signal": "长尾补充型供应商",
              "entity_ids": [
                "4612f30d-928d-42ef-bec6-6de9cfdeea2d"
              ],
              "aliases": [
                "PPD GLOBAL CENTRAL LABORATORIES"
              ],
              "variant_count": 1
            }
          ],
          "total_share": 0.2890744675594209,
          "total_fob": 409.5,
          "label": "PPD CENTRAL",
          "affiliated_to_importer": false,
          "member_count": 1
        },
        {
          "id": "group-3",
          "tokens": [
            "QUEST",
            "DIAGNOSTICS",
            "CLINICAL",
            "TRIALS"
          ],
          "primary_name": "QUEST DIAGNOSTICS CLINICAL TRIALS",
          "members": [
            {
              "entity_id": "5f397474-86f1-4a9b-bcc1-fa2d292b0fcf",
              "name": "QUEST DIAGNOSTICS CLINICAL TRIALS",
              "fob": 4.94,
              "pct": 0.003487247545161268,
              "qty": 247,
              "shipment_count": 4,
              "avg_unit_price": 0.02,
              "is_china": false,
              "supplier_first_active_year": 2014,
              "supplier_latest_active_year": 2014,
              "supplier_active_years": 1,
              "supplier_first_year_share": 1,
              "supplier_latest_year_share": 1,
              "supplier_last_active_year_share": 1,
              "supplier_peak_year_share": 1,
              "supplier_delta": 0,
              "supplier_status": "new_entrant",
              "supplier_share_by_year": {
                "2011": 0,
                "2013": 0,
                "2014": 1
              },
              "canonical_name": "QUEST DIAGNOSTICS CLINICAL TRIALS",
              "country": null,
              "supplier_rank": 211,
              "supplier_market_share": 0.000010914495663401078,
              "supplier_total_fob": 1264.34,
              "supplier_importer_count": 5,
              "customer_hhi": 9243.671947929297,
              "competitive_index": 5.81,
              "competitive_signal": "高度绑定型供应商",
              "entity_ids": [
                "5f397474-86f1-4a9b-bcc1-fa2d292b0fcf"
              ],
              "aliases": [
                "QUEST DIAGNOSTICS CLINICAL TRIALS"
              ],
              "variant_count": 1
            }
          ],
          "total_share": 0.003487247545161268,
          "total_fob": 4.94,
          "label": "QUEST DIAGNOSTICS",
          "affiliated_to_importer": false,
          "member_count": 1
        }
      ],
      "dominant_group": {
        "id": "group-1",
        "tokens": [
          "ALMAC",
          "CLINICAL"
        ],
        "primary_name": "ALMAC CLINICAL SERVICES",
        "members": [
          {
            "entity_id": "6c0ff265-366f-4ce6-9b0d-ae7052753831",
            "name": "ALMAC CLINICAL SERVICES",
            "fob": 1002.15,
            "pct": 0.7074382848954179,
            "qty": 750,
            "shipment_count": 1,
            "avg_unit_price": 1.3362,
            "is_china": false,
            "supplier_first_active_year": 2011,
            "supplier_latest_active_year": 2011,
            "supplier_active_years": 1,
            "supplier_first_year_share": 1,
            "supplier_latest_year_share": 0,
            "supplier_last_active_year_share": 1,
            "supplier_peak_year_share": 1,
            "supplier_delta": -1,
            "supplier_status": "exited",
            "supplier_share_by_year": {
              "2011": 1,
              "2013": 0,
              "2014": 0
            },
            "canonical_name": "ALMAC CLINICAL SERVICES",
            "country": null,
            "supplier_rank": 215,
            "supplier_market_share": 0.000008651123771356907,
            "supplier_total_fob": 1002.15,
            "supplier_importer_count": 1,
            "customer_hhi": 10000,
            "competitive_index": 3.25,
            "competitive_signal": "高度绑定型供应商",
            "entity_ids": [
              "6c0ff265-366f-4ce6-9b0d-ae7052753831"
            ],
            "aliases": [
              "ALMAC CLINICAL SERVICES"
            ],
            "variant_count": 1
          }
        ],
        "total_share": 0.7074382848954179,
        "total_fob": 1002.15,
        "label": "ALMAC CLINICAL",
        "affiliated_to_importer": false,
        "member_count": 1
      },
      "affiliated_share": 0,
      "external_group_count": 3,
      "total_group_count": 3,
      "summary_text": "表面上有 3 家 supplier 参与该账户，但按集团归集后可视为 3 个供应集团。 真正独立的外部供应集团约 3 个，占 100.0%。 其中 ALMAC CLINICAL 占比最高，约 70.7%。",
      "uncertain_group_pairs": [],
      "uncertain_group_summary": "",
      "by_supplier": {
        "6c0ff265-366f-4ce6-9b0d-ae7052753831": {
          "group_id": "group-1",
          "group_label": "ALMAC CLINICAL",
          "group_share": 0.7074382848954179,
          "group_member_count": 1,
          "affiliated_to_importer": false
        },
        "4612f30d-928d-42ef-bec6-6de9cfdeea2d": {
          "group_id": "group-2",
          "group_label": "PPD CENTRAL",
          "group_share": 0.2890744675594209,
          "group_member_count": 1,
          "affiliated_to_importer": false
        },
        "5f397474-86f1-4a9b-bcc1-fa2d292b0fcf": {
          "group_id": "group-3",
          "group_label": "QUEST DIAGNOSTICS",
          "group_share": 0.003487247545161268,
          "group_member_count": 1,
          "affiliated_to_importer": false
        }
      }
    },
    "supplier_structure_metrics": {
      "exited_supplier_count": 2,
      "exited_supplier_share_total": 0.9965127524548388,
      "exited_supplier_fob_total": 1411.65,
      "new_supplier_count": 1,
      "supplier_price_gap_ratio": 66.81,
      "top_supplier_metrics": {
        "supplier_name": "ALMAC CLINICAL SERVICES",
        "supplier_entity_id": "6c0ff265-366f-4ce6-9b0d-ae7052753831",
        "total_share": 0.7074382848954179,
        "supplier_affiliation": "独立供应方",
        "share_role": "主导型",
        "frequency_role": "一次性采购",
        "trend_role": "已停止采购",
        "price_role": "高价带",
        "sample_share": 0.7074382848954179,
        "account_shipment_count": 1,
        "account_annualized_shipments": 1,
        "account_avg_gap_days": null,
        "account_rhythm_label": "样本不足",
        "first_year": 2011,
        "latest_year": 2014,
        "first_year_share": 1,
        "latest_year_share": 0,
        "importer_latest_year_share": 0,
        "peak_share": 1,
        "peak_share_year": 2011,
        "share_delta_first_to_latest": -1,
        "share_delta_active_to_latest": -1,
        "share_delta_peak_to_latest": -1,
        "first_active_year": 2011,
        "last_active_year": 2011,
        "first_active_share": 1,
        "last_active_share": 1,
        "last_active_year_share": 1,
        "active_year_count": 1,
        "exited_in_latest_year": true,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2011,
          "to_year": 2014,
          "from_share": 1,
          "to_share": 0,
          "delta": -1
        },
        "group_label": "ALMAC CLINICAL",
        "group_share": 0.7074382848954179,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "主导型 · 已停止采购 · 高价带",
        "competitive_signal": "这个外部主供还压着大头，先把它当成主要壁垒去看。 2011年 100% → 2014年 0%（-100pp）；2011 年后没有再出现。",
        "attack_focus": "先判断它卡住的是品牌、注册，还是关键规格和质量门槛。",
        "entry_angle": "没验证出外部窗口前，别急着和主供正面对打。",
        "entry_difficulty": "高",
        "difficulty_reason": "供货 1 年 · 累计份额 71% · 已退出当前样本",
        "share_window_fob_estimate": 472.19666666666666
      },
      "top_supplier_pct": 0.7074382848954179,
      "supplier_count": 3,
      "top_supplier_sample_count": 3,
      "external_group_count": 3,
      "affiliated_share": 0
    },
    "scenario_assessment": {
      "penetration_tier": {
        "key": "zero",
        "label": "零渗透"
      },
      "lead_supplier_motion": {
        "key": "stable",
        "raw_key": "stable",
        "label": "主供稳定",
        "override_applied": false,
        "reference": {
          "from_year": 2011,
          "to_year": 2014,
          "from_share": 1,
          "to_share": 0,
          "delta": -1
        }
      },
      "demand_pattern": {
        "key": "shrinking",
        "label": "持续萎缩"
      },
      "barrier_tier": {
        "key": "concentrated",
        "label": "中度集中"
      },
      "scenario_key": "zero_penetration_shrinking",
      "scenario_label": "零渗透 · 收缩型",
      "opportunity_type": "暂缓型",
      "action_level": "暂时忽略",
      "entry_position": "先不投入",
      "advantage_focus": "先确认是否还在采购",
      "resource_boundary": "客户既没用中国又在收缩，别急着投报价、样品和跟进节奏。",
      "matrix_mode": "zero_shrinking",
      "size_tier": "Tier C",
      "output_depth": "screening",
      "size_variant": "small",
      "compact_template": null,
      "trigger_metrics": {
        "china_penetration": 0,
        "annualized_fob": 472.19666666666666,
        "active_years": 3,
        "shipment_count": 8,
        "insufficient_data_shipment_threshold": 3,
        "hhi": 5840.451356259745,
        "top_supplier_pct": 0.7074382848954179,
        "top1_first_year_share": 1,
        "top1_first_active_year": 2011,
        "top1_first_active_share": 1,
        "top1_latest_year_share": 0,
        "top1_peak_share": 1,
        "top1_peak_share_year": 2011,
        "top1_share_delta_first_to_latest": -1,
        "top1_share_delta_active_to_latest": -1,
        "top1_share_delta_peak_to_latest": -1,
        "latest_vs_peak_ratio": 0.004929401786159757,
        "latest_vs_first_growth": -0.9950705982138403,
        "cagr_fob": -0.9230891285747476,
        "exited_supplier_count": 2,
        "exited_supplier_share_total": 0.9965127524548388,
        "new_supplier_count": 1,
        "supplier_price_gap_ratio": 66.81,
        "peak_year": 2011,
        "peak_fob": 1002.15,
        "latest_year_fob": 4.94
      },
      "trigger_summary": [
        "零渗透（中国采购 0%）",
        "主供退出 · 2011年 100% → 2014年 0%（-100pp）",
        "持续萎缩 · 末年/峰值 0%",
        "中度集中（HHI 5,840 · Top1 71%）"
      ]
    },
    "supplier_analysis": {
      "6c0ff265-366f-4ce6-9b0d-ae7052753831": {
        "supplier_affiliation": "独立供应方",
        "share_role": "主导型",
        "frequency_role": "一次性采购",
        "trend_role": "已停止采购",
        "price_role": "高价带",
        "sample_share": 0.7074382848954179,
        "account_shipment_count": 1,
        "account_annualized_shipments": 1,
        "account_avg_gap_days": null,
        "account_rhythm_label": "样本不足",
        "first_year": 2011,
        "latest_year": 2014,
        "first_year_share": 1,
        "latest_year_share": 0,
        "importer_latest_year_share": 0,
        "peak_share": 1,
        "peak_share_year": 2011,
        "share_delta_first_to_latest": -1,
        "share_delta_active_to_latest": -1,
        "share_delta_peak_to_latest": -1,
        "first_active_year": 2011,
        "last_active_year": 2011,
        "first_active_share": 1,
        "last_active_share": 1,
        "last_active_year_share": 1,
        "active_year_count": 1,
        "exited_in_latest_year": true,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2011,
          "to_year": 2014,
          "from_share": 1,
          "to_share": 0,
          "delta": -1
        },
        "group_label": "ALMAC CLINICAL",
        "group_share": 0.7074382848954179,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "主导型 · 已停止采购 · 高价带",
        "competitive_signal": "这个外部主供还压着大头，先把它当成主要壁垒去看。 2011年 100% → 2014年 0%（-100pp）；2011 年后没有再出现。",
        "attack_focus": "先判断它卡住的是品牌、注册，还是关键规格和质量门槛。",
        "entry_angle": "没验证出外部窗口前，别急着和主供正面对打。",
        "entry_difficulty": "高",
        "difficulty_reason": "供货 1 年 · 累计份额 71% · 已退出当前样本"
      },
      "4612f30d-928d-42ef-bec6-6de9cfdeea2d": {
        "supplier_affiliation": "独立供应方",
        "share_role": "核心跟随型",
        "frequency_role": "常规采购",
        "trend_role": "已停止采购",
        "price_role": "高价带",
        "sample_share": 0.2890744675594209,
        "account_shipment_count": 3,
        "account_annualized_shipments": 3,
        "account_avg_gap_days": null,
        "account_rhythm_label": "项目/随机采购",
        "first_year": 2011,
        "latest_year": 2014,
        "first_year_share": 0,
        "latest_year_share": 0,
        "importer_latest_year_share": 0,
        "peak_share": 1,
        "peak_share_year": 2013,
        "share_delta_first_to_latest": 0,
        "share_delta_active_to_latest": -1,
        "share_delta_peak_to_latest": -1,
        "first_active_year": 2013,
        "last_active_year": 2013,
        "first_active_share": 1,
        "last_active_share": 1,
        "last_active_year_share": 1,
        "active_year_count": 1,
        "exited_in_latest_year": true,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2013,
          "to_year": 2014,
          "from_share": 1,
          "to_share": 0,
          "delta": -1
        },
        "group_label": "PPD CENTRAL",
        "group_share": 0.2890744675594209,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "核心跟随型 · 已停止采购 · 高价带",
        "competitive_signal": "这类外部二供最有参考价值，用它来判断客户到底接不接受体系外供应。 2013年 100% → 2014年 0%（-100pp）；2013 年后没有再出现。",
        "attack_focus": "重点确认它拿到的是备份份额、补充规格，还是阶段性试单。",
        "entry_angle": "如果这种二供都能进去，就说明账户大概率还有外部窗口。",
        "entry_difficulty": "中",
        "difficulty_reason": "供货 1 年 · 累计份额 29% · 已退出当前样本"
      },
      "5f397474-86f1-4a9b-bcc1-fa2d292b0fcf": {
        "supplier_affiliation": "独立供应方",
        "share_role": "边缘/试单型",
        "frequency_role": "高频采购",
        "trend_role": "持续供货",
        "price_role": "低价带",
        "sample_share": 0.003487247545161268,
        "account_shipment_count": 4,
        "account_annualized_shipments": 4,
        "account_avg_gap_days": 93.33,
        "account_rhythm_label": "常规补货",
        "first_year": 2011,
        "latest_year": 2014,
        "first_year_share": 0,
        "latest_year_share": 1,
        "importer_latest_year_share": 1,
        "peak_share": 1,
        "peak_share_year": 2014,
        "share_delta_first_to_latest": 1,
        "share_delta_active_to_latest": 0,
        "share_delta_peak_to_latest": 0,
        "first_active_year": 2014,
        "last_active_year": 2014,
        "first_active_share": 1,
        "last_active_share": 1,
        "last_active_year_share": 1,
        "active_year_count": 1,
        "exited_in_latest_year": false,
        "new_entrant_in_latest_year": true,
        "share_change_reference": {
          "from_year": 2014,
          "to_year": 2014,
          "from_share": 1,
          "to_share": 1,
          "delta": 0
        },
        "group_label": "QUEST DIAGNOSTICS",
        "group_share": 0.003487247545161268,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "边缘/试单型 · 持续供货 · 低价带",
        "competitive_signal": "尾部或试单关系更像窗口信号，重点不是量，而是看门有没有开。 到 2014 年才进入样本。",
        "attack_focus": "重点看这种小单对应的是特殊规格、临时补货，还是验证单。",
        "entry_angle": "先把它当成窗口信号，不要把这种小额关系误判成能立刻大规模替代。",
        "entry_difficulty": "中低",
        "difficulty_reason": "供货 1 年 · 累计份额 0%"
      }
    },
    "decision_summary": null
  },
  "time_context": {
    "first_year": 2011,
    "prev_year": 2013,
    "last_year": 2014,
    "gap_years": 12,
    "freshness": "stale",
    "trend_prefix": "截至2014年（相较2013年）",
    "warning_text": "数据截止 2014 年，距今已 12 年。报告更适合用来筛选历史上值得研究的客户，不应直接当作当前采购现状。"
  },
  "price_analysis": {
    "sample_count": 8,
    "band_count": 3,
    "range_multiple": 66.81,
    "summary_text": "存在 3 个明显价格带：低价带 $0.02–$0.02（FOB 占比 0%）；中价带 $0.02–$0.06（FOB 占比 20%）；高价带 $0.06–$1.34（FOB 占比 80%）。",
    "bands": [
      {
        "label": "低价带",
        "trade_count": 3,
        "fob_total_usd": 0.94,
        "fob_share": 0.0006635653223586218,
        "min_unit_price": 0.02,
        "max_unit_price": 0.02,
        "avg_unit_price": 0.02,
        "median_unit_price": 0.02
      },
      {
        "label": "中价带",
        "trade_count": 3,
        "fob_total_usd": 277,
        "fob_share": 0.19553999392908322,
        "min_unit_price": 0.02,
        "max_unit_price": 0.06348837209302326,
        "avg_unit_price": 0.0489922480620155,
        "median_unit_price": 0.06348837209302326
      },
      {
        "label": "高价带",
        "trade_count": 2,
        "fob_total_usd": 1138.65,
        "fob_share": 0.8037964407485583,
        "min_unit_price": 0.06348837209302326,
        "max_unit_price": 1.3362,
        "avg_unit_price": 0.6998441860465117,
        "median_unit_price": 0.6998441860465117
      }
    ]
  },
  "capability_summary": {
    "full": [
      "total_fob",
      "market_share",
      "priority_score",
      "annual_trend",
      "cagr",
      "latest_vs_peak",
      "supplier_structure",
      "top_supplier_trajectory",
      "china_penetration",
      "scenario",
      "procurement_rhythm",
      "port_distribution",
      "payment_distribution",
      "market_benchmark"
    ],
    "degraded": [
      "price_analysis",
      "group_structure"
    ],
    "skipped": []
  }
}