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          "total_fob": 114890,
          "label": "YANGZHOU MEDLINE",
          "affiliated_to_importer": false,
          "member_count": 1
        },
        {
          "id": "group-4",
          "tokens": [
            "MARKET",
            "SECURITY"
          ],
          "primary_name": "MARKET SECURITY, INC.",
          "members": [
            {
              "entity_id": "618195fa-456b-434b-86ff-2f4c6879f67b",
              "name": "MARKET SECURITY, INC.",
              "fob": 13135.65,
              "pct": 0.01223219545617331,
              "qty": 182000,
              "shipment_count": 1,
              "avg_unit_price": 0.0721739010989011,
              "is_china": false,
              "supplier_first_active_year": 2014,
              "supplier_latest_active_year": 2014,
              "supplier_active_years": 1,
              "supplier_first_year_share": 0.07692837476454845,
              "supplier_latest_year_share": 0.07692837476454845,
              "supplier_last_active_year_share": 0.07692837476454845,
              "supplier_peak_year_share": 0.07692837476454845,
              "supplier_delta": 0,
              "supplier_status": "new_entrant",
              "supplier_share_by_year": {
                "2010": 0,
                "2011": 0,
                "2012": 0,
                "2013": 0,
                "2014": 0.07692837476454845
              },
              "canonical_name": "MARKET SECURITY, INC.",
              "country": null,
              "supplier_rank": 3,
              "supplier_market_share": 0.04225092215876835,
              "supplier_total_fob": 280045.25999999995,
              "supplier_importer_count": 4,
              "customer_hhi": 8100.450313323047,
              "competitive_index": 7.1,
              "competitive_signal": "高度绑定型供应商",
              "entity_ids": [
                "618195fa-456b-434b-86ff-2f4c6879f67b"
              ],
              "aliases": [
                "MARKET SECURITY, INC."
              ],
              "variant_count": 1
            }
          ],
          "total_share": 0.01223219545617331,
          "total_fob": 13135.65,
          "label": "MARKET SECURITY",
          "affiliated_to_importer": false,
          "member_count": 1
        }
      ],
      "dominant_group": {
        "id": "group-1",
        "tokens": [
          "SHANDONG",
          "ZIBO",
          "SHANCHUAN"
        ],
        "primary_name": "SHANDONG ZIBO SHANCHUAN MEDICAL INSTRUMENT CO. LTD",
        "members": [
          {
            "entity_id": "a21229e6-16cb-45b8-a9cc-af9a6cf61b75",
            "name": "SHANDONG ZIBO SHANCHUAN MEDICAL INSTRUMENT CO. LTD",
            "fob": 383531.74,
            "pct": 0.3571528784130396,
            "qty": 17137000,
            "shipment_count": 17,
            "avg_unit_price": 0.02238033144657758,
            "is_china": true,
            "supplier_first_active_year": 2013,
            "supplier_latest_active_year": 2014,
            "supplier_active_years": 2,
            "supplier_first_year_share": 0.7508941497713186,
            "supplier_latest_year_share": 0.6932254667581914,
            "supplier_last_active_year_share": 0.6932254667581914,
            "supplier_peak_year_share": 0.7508941497713186,
            "supplier_delta": -0.05766868301312722,
            "supplier_status": "stable",
            "supplier_share_by_year": {
              "2010": 0,
              "2011": 0,
              "2012": 0,
              "2013": 0.7508941497713186,
              "2014": 0.6932254667581914
            },
            "canonical_name": "SHANDONG ZIBO SHANCHUAN MEDICAL INSTRUMENT CO. LTD",
            "country": "CN",
            "supplier_rank": 1,
            "supplier_market_share": 0.2479893731240671,
            "supplier_total_fob": 1643709.65,
            "supplier_importer_count": 8,
            "customer_hhi": 1970.866146931146,
            "competitive_index": 9.32,
            "competitive_signal": "开放市场型供应商",
            "entity_ids": [
              "a21229e6-16cb-45b8-a9cc-af9a6cf61b75"
            ],
            "aliases": [
              "SHANDONG ZIBO SHANCHUAN MEDICAL INSTRUMENT CO. LTD"
            ],
            "variant_count": 1
          }
        ],
        "total_share": 0.3571528784130396,
        "total_fob": 383531.74,
        "label": "SHANDONG ZIBO",
        "affiliated_to_importer": false,
        "member_count": 1
      },
      "affiliated_share": 0,
      "external_group_count": 4,
      "total_group_count": 4,
      "summary_text": "表面上有 4 家 supplier 参与该账户，但按集团归集后可视为 4 个供应集团。 真正独立的外部供应集团约 4 个，占 58.5%。 其中 SHANDONG ZIBO 占比最高，约 35.7%。",
      "uncertain_group_pairs": [],
      "uncertain_group_summary": "",
      "by_supplier": {
        "a21229e6-16cb-45b8-a9cc-af9a6cf61b75": {
          "group_id": "group-1",
          "group_label": "SHANDONG ZIBO",
          "group_share": 0.3571528784130396,
          "group_member_count": 1,
          "affiliated_to_importer": false
        },
        "2d58bb9b-bd64-497c-8459-01cd74a8fc1c": {
          "group_id": "group-2",
          "group_label": "XUYI WEBEST",
          "group_share": 0.10841910175261968,
          "group_member_count": 1,
          "affiliated_to_importer": false
        },
        "b955e9a8-cc85-4e08-8c7e-3a7cdd35b7df": {
          "group_id": "group-3",
          "group_label": "YANGZHOU MEDLINE",
          "group_share": 0.10698800104751205,
          "group_member_count": 1,
          "affiliated_to_importer": false
        },
        "618195fa-456b-434b-86ff-2f4c6879f67b": {
          "group_id": "group-4",
          "group_label": "MARKET SECURITY",
          "group_share": 0.01223219545617331,
          "group_member_count": 1,
          "affiliated_to_importer": false
        }
      }
    },
    "supplier_structure_metrics": {
      "exited_supplier_count": 1,
      "exited_supplier_share_total": 0.10698800104751205,
      "exited_supplier_fob_total": 114890,
      "new_supplier_count": 1,
      "supplier_price_gap_ratio": 375.6768031840959,
      "top_supplier_metrics": {
        "supplier_name": "SHANDONG ZIBO SHANCHUAN MEDICAL INSTRUMENT CO. LTD",
        "supplier_entity_id": "a21229e6-16cb-45b8-a9cc-af9a6cf61b75",
        "total_share": 0.3571528784130396,
        "supplier_affiliation": "独立供应方",
        "share_role": "核心跟随型",
        "frequency_role": "高频采购",
        "trend_role": "持续供货",
        "price_role": "低价带",
        "sample_share": 0.3571528784130396,
        "account_shipment_count": 17,
        "account_annualized_shipments": 8.5,
        "account_avg_gap_days": 39.44,
        "account_rhythm_label": "常规补货",
        "first_year": 2010,
        "latest_year": 2014,
        "first_year_share": 0,
        "latest_year_share": 0.6932254667581914,
        "importer_latest_year_share": 0.6932254667581914,
        "peak_share": 0.7508941497713186,
        "peak_share_year": 2013,
        "share_delta_first_to_latest": 0.6932254667581914,
        "share_delta_active_to_latest": -0.05766868301312722,
        "share_delta_peak_to_latest": -0.05766868301312722,
        "first_active_year": 2013,
        "last_active_year": 2014,
        "first_active_share": 0.7508941497713186,
        "last_active_share": 0.6932254667581914,
        "last_active_year_share": 0.6932254667581914,
        "active_year_count": 2,
        "exited_in_latest_year": false,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2013,
          "to_year": 2014,
          "from_share": 0.7508941497713186,
          "to_share": 0.6932254667581914,
          "delta": -0.05766868301312722
        },
        "group_label": "SHANDONG ZIBO",
        "group_share": 0.3571528784130396,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "核心跟随型 · 持续供货 · 低价带",
        "competitive_signal": "二供这层通常最容易被挤，也最适合新供应商切进去。 2013年 75% → 2014年 69%（-6pp）。",
        "attack_focus": "优先判断它接的是备份单、补充规格，还是某个价格带的专门份额。",
        "entry_angle": "更适合先以第二供应商、备份位或补充型 SKU 的身份切进去。",
        "entry_difficulty": "中",
        "difficulty_reason": "供货 2 年 · 累计份额 36%",
        "share_window_fob_estimate": 12385.603855587244
      },
      "top_supplier_pct": 0.3571528784130396,
      "supplier_count": 13,
      "top_supplier_sample_count": 4,
      "external_group_count": 4,
      "affiliated_share": 0
    },
    "scenario_assessment": {
      "penetration_tier": {
        "key": "high",
        "label": "高渗透"
      },
      "lead_supplier_motion": {
        "key": "expanding",
        "raw_key": "expanding",
        "label": "主供扩张",
        "override_applied": false,
        "reference": {
          "from_year": 2013,
          "to_year": 2014,
          "from_share": 0.7508941497713186,
          "to_share": 0.6932254667581914,
          "delta": -0.05766868301312722
        }
      },
      "demand_pattern": {
        "key": "pulse_reverted",
        "label": "脉冲后回归"
      },
      "barrier_tier": {
        "key": "concentrated",
        "label": "中度集中"
      },
      "scenario_key": "high_stable_pulse_reverted_concentrated",
      "scenario_label": "常规账户",
      "opportunity_type": "份额争夺型",
      "action_level": "立刻开发",
      "entry_position": "打二供 / 备份窗口",
      "advantage_focus": "产品线补齐 + 稳定交付",
      "resource_boundary": "别按空白新客户打法推进。",
      "matrix_mode": "default",
      "size_tier": "Tier B",
      "output_depth": "compact",
      "size_variant": "small",
      "compact_template": null,
      "trigger_metrics": {
        "china_penetration": 0.9719268755963189,
        "annualized_fob": 214771.74800000005,
        "active_years": 5,
        "shipment_count": 67,
        "insufficient_data_shipment_threshold": 3,
        "hhi": 3012.895479591501,
        "top_supplier_pct": 0.38744657421142736,
        "top1_first_year_share": 0,
        "top1_first_active_year": 2013,
        "top1_first_active_share": 0.7508941497713186,
        "top1_latest_year_share": 0.6932254667581914,
        "top1_peak_share": 0.7508941497713186,
        "top1_peak_share_year": 2013,
        "top1_share_delta_first_to_latest": 0.6932254667581914,
        "top1_share_delta_active_to_latest": -0.05766868301312722,
        "top1_share_delta_peak_to_latest": -0.05766868301312722,
        "latest_vs_peak_ratio": 0.47445646166627015,
        "latest_vs_first_growth": 1.4821110250719083,
        "cagr_fob": 0.255177948882493,
        "exited_supplier_count": 1,
        "exited_supplier_share_total": 0.10698800104751205,
        "new_supplier_count": 1,
        "supplier_price_gap_ratio": 375.6768031840959,
        "peak_year": 2011,
        "peak_fob": 359889.06,
        "latest_year_fob": 170751.69
      },
      "trigger_summary": [
        "高渗透（中国采购 97%）",
        "主供稳定 · 2013年 75% → 2014年 69%（-6pp）",
        "脉冲后回归 · 末年/峰值 47%",
        "中度集中（HHI 3,013 · Top1 39%）"
      ]
    },
    "supplier_analysis": {
      "a21229e6-16cb-45b8-a9cc-af9a6cf61b75": {
        "supplier_affiliation": "独立供应方",
        "share_role": "核心跟随型",
        "frequency_role": "高频采购",
        "trend_role": "持续供货",
        "price_role": "低价带",
        "sample_share": 0.3571528784130396,
        "account_shipment_count": 17,
        "account_annualized_shipments": 8.5,
        "account_avg_gap_days": 39.44,
        "account_rhythm_label": "常规补货",
        "first_year": 2010,
        "latest_year": 2014,
        "first_year_share": 0,
        "latest_year_share": 0.6932254667581914,
        "importer_latest_year_share": 0.6932254667581914,
        "peak_share": 0.7508941497713186,
        "peak_share_year": 2013,
        "share_delta_first_to_latest": 0.6932254667581914,
        "share_delta_active_to_latest": -0.05766868301312722,
        "share_delta_peak_to_latest": -0.05766868301312722,
        "first_active_year": 2013,
        "last_active_year": 2014,
        "first_active_share": 0.7508941497713186,
        "last_active_share": 0.6932254667581914,
        "last_active_year_share": 0.6932254667581914,
        "active_year_count": 2,
        "exited_in_latest_year": false,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2013,
          "to_year": 2014,
          "from_share": 0.7508941497713186,
          "to_share": 0.6932254667581914,
          "delta": -0.05766868301312722
        },
        "group_label": "SHANDONG ZIBO",
        "group_share": 0.3571528784130396,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "核心跟随型 · 持续供货 · 低价带",
        "competitive_signal": "二供这层通常最容易被挤，也最适合新供应商切进去。 2013年 75% → 2014年 69%（-6pp）。",
        "attack_focus": "优先判断它接的是备份单、补充规格，还是某个价格带的专门份额。",
        "entry_angle": "更适合先以第二供应商、备份位或补充型 SKU 的身份切进去。",
        "entry_difficulty": "中",
        "difficulty_reason": "供货 2 年 · 累计份额 36%"
      },
      "2d58bb9b-bd64-497c-8459-01cd74a8fc1c": {
        "supplier_affiliation": "独立贸易商",
        "share_role": "核心跟随型",
        "frequency_role": "一次性采购",
        "trend_role": "试单观察中",
        "price_role": "中价带",
        "sample_share": 0.10841910175261968,
        "account_shipment_count": 3,
        "account_annualized_shipments": 1.5,
        "account_avg_gap_days": 472,
        "account_rhythm_label": "常规补货",
        "first_year": 2010,
        "latest_year": 2014,
        "first_year_share": 0,
        "latest_year_share": 0.2049455557365201,
        "importer_latest_year_share": 0.2049455557365201,
        "peak_share": 0.6713477657603736,
        "peak_share_year": 2012,
        "share_delta_first_to_latest": 0.2049455557365201,
        "share_delta_active_to_latest": -0.4664022100238535,
        "share_delta_peak_to_latest": -0.4664022100238535,
        "first_active_year": 2012,
        "last_active_year": 2014,
        "first_active_share": 0.6713477657603736,
        "last_active_share": 0.2049455557365201,
        "last_active_year_share": 0.2049455557365201,
        "active_year_count": 2,
        "exited_in_latest_year": false,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2012,
          "to_year": 2014,
          "from_share": 0.6713477657603736,
          "to_share": 0.2049455557365201,
          "delta": -0.4664022100238535
        },
        "group_label": "XUYI WEBEST",
        "group_share": 0.10841910175261968,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "核心跟随型 · 试单观察中",
        "competitive_signal": "二供这层通常最容易被挤，也最适合新供应商切进去。 2012年 67% → 2014年 20%（-47pp）。",
        "attack_focus": "优先判断它接的是备份单、补充规格，还是某个价格带的专门份额。",
        "entry_angle": "更适合先以第二供应商、备份位或补充型 SKU 的身份切进去。",
        "entry_difficulty": "中",
        "difficulty_reason": "供货 2 年 · 累计份额 11%"
      },
      "b955e9a8-cc85-4e08-8c7e-3a7cdd35b7df": {
        "supplier_affiliation": "独立供应方",
        "share_role": "核心跟随型",
        "frequency_role": "一次性采购",
        "trend_role": "已停止采购",
        "price_role": "高价带",
        "sample_share": 0.10698800104751205,
        "account_shipment_count": 3,
        "account_annualized_shipments": 1.5,
        "account_avg_gap_days": 233.5,
        "account_rhythm_label": "计划性补货",
        "first_year": 2010,
        "latest_year": 2014,
        "first_year_share": 0,
        "latest_year_share": 0,
        "importer_latest_year_share": 0,
        "peak_share": 0.31658014300518644,
        "peak_share_year": 2012,
        "share_delta_first_to_latest": 0,
        "share_delta_active_to_latest": -0.31658014300518644,
        "share_delta_peak_to_latest": -0.31658014300518644,
        "first_active_year": 2012,
        "last_active_year": 2013,
        "first_active_share": 0.31658014300518644,
        "last_active_share": 0.21660654317705533,
        "last_active_year_share": 0.21660654317705533,
        "active_year_count": 2,
        "exited_in_latest_year": true,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2012,
          "to_year": 2014,
          "from_share": 0.31658014300518644,
          "to_share": 0,
          "delta": -0.31658014300518644
        },
        "group_label": "YANGZHOU MEDLINE",
        "group_share": 0.10698800104751205,
        "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": "这个历史二供已经退场了，说明这块份额以前是对外开放过的。 2012年 32% → 2014年 0%（-32pp）；2013 年后没有再出现。",
        "attack_focus": "重点追踪这部分历史份额后来是被主供收回，还是转给了新的二供。",
        "entry_angle": "别再围着历史二供本身转，顺着接盘方或空出来的品类去找切口。",
        "entry_difficulty": "中低",
        "difficulty_reason": "供货 2 年 · 累计份额 11% · 已退出当前样本"
      },
      "618195fa-456b-434b-86ff-2f4c6879f67b": {
        "supplier_affiliation": "独立供应方",
        "share_role": "边缘/试单型",
        "frequency_role": "一次性采购",
        "trend_role": "试单观察中",
        "price_role": "高价带",
        "sample_share": 0.01223219545617331,
        "account_shipment_count": 1,
        "account_annualized_shipments": 1,
        "account_avg_gap_days": null,
        "account_rhythm_label": "样本不足",
        "first_year": 2010,
        "latest_year": 2014,
        "first_year_share": 0,
        "latest_year_share": 0.07692837476454845,
        "importer_latest_year_share": 0.07692837476454845,
        "peak_share": 0.07692837476454845,
        "peak_share_year": 2014,
        "share_delta_first_to_latest": 0.07692837476454845,
        "share_delta_active_to_latest": 0,
        "share_delta_peak_to_latest": 0,
        "first_active_year": 2014,
        "last_active_year": 2014,
        "first_active_share": 0.07692837476454845,
        "last_active_share": 0.07692837476454845,
        "last_active_year_share": 0.07692837476454845,
        "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": 0.07692837476454845,
          "to_share": 0.07692837476454845,
          "delta": 0
        },
        "group_label": "MARKET SECURITY",
        "group_share": 0.01223219545617331,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "边缘/试单型 · 试单观察中 · 高价带",
        "competitive_signal": "这更像试单或探索关系，可以拿来判断客户到底在试什么。 到 2014 年才进入样本。",
        "attack_focus": "重点看这种小份额是在试新规格、临时补货，还是在验证替代供应。",
        "entry_angle": "如果这是非中国试单，先判断客户愿不愿意把这种试单切到中国来源。",
        "entry_difficulty": "低",
        "difficulty_reason": "供货 1 年 · 累计份额 1%"
      }
    },
    "decision_summary": null
  },
  "time_context": {
    "first_year": 2010,
    "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": 67,
    "band_count": 3,
    "range_multiple": 5312.385302393866,
    "summary_text": "存在 3 个明显价格带：低价带 $0.01–$0.03（FOB 占比 58%）；中价带 $0.03–$0.34（FOB 占比 30%）；高价带 $0.34–$32.94（FOB 占比 12%）。",
    "bands": [
      {
        "label": "低价带",
        "trade_count": 23,
        "fob_total_usd": 621238.92,
        "fob_share": 0.5785108383994715,
        "min_unit_price": 0.0062,
        "max_unit_price": 0.029509,
        "avg_unit_price": 0.018793309305155548,
        "median_unit_price": 0.02
      },
      {
        "label": "中价带",
        "trade_count": 22,
        "fob_total_usd": 322316.0200000001,
        "fob_share": 0.30014750357202485,
        "min_unit_price": 0.031,
        "max_unit_price": 0.34259999999999996,
        "avg_unit_price": 0.11870547786380285,
        "median_unit_price": 0.0414348
      },
      {
        "label": "高价带",
        "trade_count": 22,
        "fob_total_usd": 130303.8,
        "fob_share": 0.12134165802850383,
        "min_unit_price": 0.3426336842105263,
        "max_unit_price": 32.93678887484197,
        "avg_unit_price": 4.734925062844632,
        "median_unit_price": 0.38419166666666665
      }
    ]
  },
  "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",
      "market_benchmark"
    ],
    "degraded": [
      "price_analysis",
      "group_structure"
    ],
    "skipped": [
      "port_distribution",
      "payment_distribution"
    ]
  }
}