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        "supplier_latest_year_share": 0.34319993797212134,
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        "supplier_peak_year_share": 0.34319993797212134,
        "supplier_delta": 0,
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        "supplier_share_by_year": {
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        "canonical_name": "EMBECTA MEXICO, S. DE R.L. DE",
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        "supplier_market_share": 0.001118430448885216,
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        "canonical_name": "BECTON DICKINSON DE MEXICO, S.",
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        "canonical_name": "CORPORATIVO BD DE MEXICO S DE",
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      {
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        "supplier_latest_year_share": 0.34319993797212134,
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        "supplier_delta": 0,
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        "supplier_share_by_year": {
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        "canonical_name": "EMBECTA MEXICO, S. DE R.L. DE",
        "country": null,
        "supplier_rank": 17,
        "supplier_market_share": 0.001118430448885216,
        "supplier_total_fob": 61040,
        "supplier_importer_count": 1,
        "customer_hhi": 10000,
        "competitive_index": 4.65,
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        "entity_ids": [
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        "aliases": [
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        "variant_count": 1
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      {
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        "canonical_name": "BECTON DICKINSON DE MEXICO, S.",
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    "raw_supplier_count": 8,
    "raw_top_supplier_count": 3
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  "account_analysis": {
    "importer_procurement": {
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    "supplier_frequency_thresholds": {
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    "trend_metrics": {
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      "median_annual_fob": 142095.88999999998,
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    "supplier_rollup": {
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          "primary_name": "CORPORATIVO BD DE MEXICO S DE",
          "members": [
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              "supplier_first_active_year": 2023,
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              "supplier_active_years": 3,
              "supplier_first_year_share": 0.9076306133515398,
              "supplier_latest_year_share": 0.3122872605970993,
              "supplier_last_active_year_share": 0.3122872605970993,
              "supplier_peak_year_share": 1,
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              "supplier_status": "declining",
              "supplier_share_by_year": {
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              "canonical_name": "CORPORATIVO BD DE MEXICO S DE",
              "country": "US",
              "supplier_rank": 6,
              "supplier_market_share": 0.006292191677857756,
              "supplier_total_fob": 343405.6900000001,
              "supplier_importer_count": 4,
              "customer_hhi": 8975.489607289821,
              "competitive_index": 5.86,
              "competitive_signal": "高度绑定型供应商",
              "entity_ids": [
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              "aliases": [
                "CORPORATIVO BD DE MEXICO S DE"
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              "variant_count": 1
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          ],
          "total_share": 0.7061227299680369,
          "total_fob": 325048.29000000015,
          "label": "CORPORATIVO",
          "affiliated_to_importer": false,
          "member_count": 1
        },
        {
          "id": "group-2",
          "tokens": [
            "EMBECTA"
          ],
          "primary_name": "EMBECTA MEXICO, S. DE R.L. DE",
          "members": [
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              "name": "EMBECTA MEXICO, S. DE R.L. DE",
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              "shipment_count": 3,
              "avg_unit_price": null,
              "is_china": false,
              "first_year": "2025",
              "supplier_first_active_year": 2025,
              "supplier_latest_active_year": 2025,
              "supplier_active_years": 1,
              "supplier_first_year_share": 0.34319993797212134,
              "supplier_latest_year_share": 0.34319993797212134,
              "supplier_last_active_year_share": 0.34319993797212134,
              "supplier_peak_year_share": 0.34319993797212134,
              "supplier_delta": 0,
              "supplier_status": "new_entrant",
              "supplier_share_by_year": {
                "2023": 0,
                "2024": 0,
                "2025": 0.34319993797212134
              },
              "canonical_name": "EMBECTA MEXICO, S. DE R.L. DE",
              "country": null,
              "supplier_rank": 17,
              "supplier_market_share": 0.001118430448885216,
              "supplier_total_fob": 61040,
              "supplier_importer_count": 1,
              "customer_hhi": 10000,
              "competitive_index": 4.65,
              "competitive_signal": "高度绑定型供应商",
              "entity_ids": [
                "a40d0788-2d22-4820-ab2b-9e531f34bf8b"
              ],
              "aliases": [
                "EMBECTA MEXICO, S. DE R.L. DE"
              ],
              "variant_count": 1
            }
          ],
          "total_share": 0.1326010096445945,
          "total_fob": 61040,
          "label": "EMBECTA",
          "affiliated_to_importer": false,
          "member_count": 1
        },
        {
          "id": "group-3",
          "tokens": [
            "BECTON",
            "DICKINSON"
          ],
          "primary_name": "BECTON DICKINSON DE MEXICO, S.",
          "members": [
            {
              "entity_id": "4803894d-8632-48c5-b877-6b45531307e2",
              "name": "BECTON DICKINSON DE MEXICO, S.",
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              "pct": 0.027171063470524687,
              "qty": 0,
              "shipment_count": 4,
              "avg_unit_price": null,
              "is_china": false,
              "first_year": "2023",
              "supplier_first_active_year": 2023,
              "supplier_latest_active_year": 2023,
              "supplier_active_years": 1,
              "supplier_first_year_share": 0.0891001882645666,
              "supplier_latest_year_share": 0,
              "supplier_last_active_year_share": 0.0891001882645666,
              "supplier_peak_year_share": 0.0891001882645666,
              "supplier_delta": -0.0891001882645666,
              "supplier_status": "exited",
              "supplier_share_by_year": {
                "2023": 0.0891001882645666,
                "2024": 0,
                "2025": 0
              },
              "canonical_name": "BECTON DICKINSON DE MEXICO, S.",
              "country": "US",
              "supplier_rank": 45,
              "supplier_market_share": 0.0002291758169525101,
              "supplier_total_fob": 12507.61,
              "supplier_importer_count": 1,
              "customer_hhi": 10000,
              "competitive_index": 4.23,
              "competitive_signal": "高度绑定型供应商",
              "entity_ids": [
                "4803894d-8632-48c5-b877-6b45531307e2"
              ],
              "aliases": [
                "BECTON DICKINSON DE MEXICO, S."
              ],
              "variant_count": 1
            }
          ],
          "total_share": 0.027171063470524687,
          "total_fob": 12507.61,
          "label": "BECTON DICKINSON",
          "affiliated_to_importer": false,
          "member_count": 1
        }
      ],
      "dominant_group": {
        "id": "group-1",
        "tokens": [
          "CORPORATIVO"
        ],
        "primary_name": "CORPORATIVO BD DE MEXICO S DE",
        "members": [
          {
            "entity_id": "9051ee6e-d8ed-4d0a-9769-7820a796cdfd",
            "name": "CORPORATIVO BD DE MEXICO S DE",
            "fob": 325048.29000000015,
            "pct": 0.7061227299680369,
            "qty": 0,
            "shipment_count": 55,
            "avg_unit_price": null,
            "is_china": false,
            "first_year": "2023",
            "supplier_first_active_year": 2023,
            "supplier_latest_active_year": 2025,
            "supplier_active_years": 3,
            "supplier_first_year_share": 0.9076306133515398,
            "supplier_latest_year_share": 0.3122872605970993,
            "supplier_last_active_year_share": 0.3122872605970993,
            "supplier_peak_year_share": 1,
            "supplier_delta": -0.5953433527544405,
            "supplier_status": "declining",
            "supplier_share_by_year": {
              "2023": 0.9076306133515398,
              "2024": 1,
              "2025": 0.3122872605970993
            },
            "canonical_name": "CORPORATIVO BD DE MEXICO S DE",
            "country": "US",
            "supplier_rank": 6,
            "supplier_market_share": 0.006292191677857756,
            "supplier_total_fob": 343405.6900000001,
            "supplier_importer_count": 4,
            "customer_hhi": 8975.489607289821,
            "competitive_index": 5.86,
            "competitive_signal": "高度绑定型供应商",
            "entity_ids": [
              "9051ee6e-d8ed-4d0a-9769-7820a796cdfd"
            ],
            "aliases": [
              "CORPORATIVO BD DE MEXICO S DE"
            ],
            "variant_count": 1
          }
        ],
        "total_share": 0.7061227299680369,
        "total_fob": 325048.29000000015,
        "label": "CORPORATIVO",
        "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 86.6%。 其中 CORPORATIVO 占比最高，约 70.6%。",
      "uncertain_group_pairs": [],
      "uncertain_group_summary": "",
      "by_supplier": {
        "9051ee6e-d8ed-4d0a-9769-7820a796cdfd": {
          "group_id": "group-1",
          "group_label": "CORPORATIVO",
          "group_share": 0.7061227299680369,
          "group_member_count": 1,
          "affiliated_to_importer": false
        },
        "a40d0788-2d22-4820-ab2b-9e531f34bf8b": {
          "group_id": "group-2",
          "group_label": "EMBECTA",
          "group_share": 0.1326010096445945,
          "group_member_count": 1,
          "affiliated_to_importer": false
        },
        "4803894d-8632-48c5-b877-6b45531307e2": {
          "group_id": "group-3",
          "group_label": "BECTON DICKINSON",
          "group_share": 0.027171063470524687,
          "group_member_count": 1,
          "affiliated_to_importer": false
        }
      }
    },
    "supplier_structure_metrics": {
      "exited_supplier_count": 1,
      "exited_supplier_share_total": 0.027171063470524687,
      "exited_supplier_fob_total": 12507.61,
      "new_supplier_count": 1,
      "supplier_price_gap_ratio": 1419.4431897117163,
      "top_supplier_metrics": {
        "supplier_name": "CORPORATIVO BD DE MEXICO S DE",
        "supplier_entity_id": "9051ee6e-d8ed-4d0a-9769-7820a796cdfd",
        "total_share": 0.7061227299680369,
        "supplier_affiliation": "独立供应方",
        "share_role": "主导型",
        "frequency_role": "高频采购",
        "trend_role": "份额回落中",
        "price_role": "价格带待核验",
        "sample_share": 0.7061227299680369,
        "account_shipment_count": 55,
        "account_annualized_shipments": 18.33,
        "account_avg_gap_days": 17.48,
        "account_rhythm_label": "项目/随机采购",
        "first_year": 2023,
        "latest_year": 2025,
        "first_year_share": 0.9076306133515398,
        "latest_year_share": 0.3122872605970993,
        "importer_latest_year_share": 0.3122872605970993,
        "peak_share": 1,
        "peak_share_year": 2024,
        "share_delta_first_to_latest": -0.5953433527544405,
        "share_delta_active_to_latest": -0.5953433527544405,
        "share_delta_peak_to_latest": -0.6877127394029007,
        "first_active_year": 2023,
        "last_active_year": 2025,
        "first_active_share": 0.9076306133515398,
        "last_active_share": 0.3122872605970993,
        "last_active_year_share": 0.3122872605970993,
        "active_year_count": 3,
        "exited_in_latest_year": false,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2024,
          "to_year": 2025,
          "from_share": 1,
          "to_share": 0.3122872605970993,
          "delta": -0.6877127394029007
        },
        "group_label": "CORPORATIVO",
        "group_share": 0.7061227299680369,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "主导型 · 份额回落中 · 价格带待核验",
        "competitive_signal": "这个外部主供的盘子在往下掉，说明客户大概率在重新分这块采购。 2024年 100% → 2025年 31%（-69pp）。",
        "attack_focus": "重点看它丢掉的是哪些规格、价格带，还是交付环节出了问题。",
        "entry_angle": "先盯它正在松动的次核心 SKU 或补充需求，不要一上来谈全面替代。",
        "entry_difficulty": "中高",
        "difficulty_reason": "供货 3 年 · 累计份额 71% · 末年份额在回落",
        "share_window_fob_estimate": 122313.49999999999
      },
      "china_top1_latest_share": 0,
      "entry_window_verdict": "standard_entry",
      "top_supplier_pct": 0.7061227299680369,
      "supplier_count": 8,
      "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": "declining",
        "raw_key": "declining",
        "label": "主供回落",
        "override_applied": false,
        "reference": {
          "from_year": 2024,
          "to_year": 2025,
          "from_share": 1,
          "to_share": 0.3122872605970993,
          "delta": -0.6877127394029007
        }
      },
      "demand_pattern": {
        "key": "growth",
        "label": "持续增长"
      },
      "barrier_tier": {
        "key": "concentrated",
        "label": "中度集中"
      },
      "scenario_key": "zero_penetration_education",
      "scenario_label": "零渗透 · 教育型（小客户）",
      "opportunity_type": "新渗透型",
      "action_level": "先研究",
      "entry_position": "打试单 / 非核心规格",
      "advantage_focus": "教育成本可控 + 小单验证",
      "resource_boundary": "先证明这类品类能接受中国来源，再决定值不值得长期投入。",
      "matrix_mode": "zero_education",
      "size_tier": "Tier C",
      "output_depth": "screening",
      "size_variant": "small",
      "compact_template": null,
      "trigger_metrics": {
        "china_penetration": 0,
        "annualized_fob": 153442.77333333335,
        "active_years": 3,
        "shipment_count": 72,
        "insufficient_data_shipment_threshold": 3,
        "hhi": 5265.536568596665,
        "top_supplier_pct": 0.7061227299680369,
        "top1_first_year_share": 0.9076306133515398,
        "top1_first_active_year": 2023,
        "top1_first_active_share": 0.9076306133515398,
        "top1_latest_year_share": 0.3122872605970993,
        "top1_peak_share": 1,
        "top1_peak_share_year": 2024,
        "top1_share_delta_first_to_latest": -0.5953433527544405,
        "top1_share_delta_active_to_latest": -0.5953433527544405,
        "top1_share_delta_peak_to_latest": -0.6877127394029007,
        "latest_vs_peak_ratio": 1,
        "latest_vs_first_growth": 0.2669854132716407,
        "cagr_fob": 0.12560446573014294,
        "exited_supplier_count": 1,
        "exited_supplier_share_total": 0.027171063470524687,
        "new_supplier_count": 1,
        "supplier_price_gap_ratio": 1419.4431897117163,
        "peak_year": 2025,
        "peak_fob": 177855.50999999998,
        "latest_year_fob": 177855.50999999998
      },
      "trigger_summary": [
        "零渗透（中国采购 0%）",
        "主供回落 · 2024年 100% → 2025年 31%（-69pp）",
        "持续增长 · 末年/峰值 100%",
        "中度集中（HHI 5,266 · Top1 71%）"
      ]
    },
    "supplier_analysis": {
      "9051ee6e-d8ed-4d0a-9769-7820a796cdfd": {
        "supplier_affiliation": "独立供应方",
        "share_role": "主导型",
        "frequency_role": "高频采购",
        "trend_role": "份额回落中",
        "price_role": "价格带待核验",
        "sample_share": 0.7061227299680369,
        "account_shipment_count": 55,
        "account_annualized_shipments": 18.33,
        "account_avg_gap_days": 17.48,
        "account_rhythm_label": "项目/随机采购",
        "first_year": 2023,
        "latest_year": 2025,
        "first_year_share": 0.9076306133515398,
        "latest_year_share": 0.3122872605970993,
        "importer_latest_year_share": 0.3122872605970993,
        "peak_share": 1,
        "peak_share_year": 2024,
        "share_delta_first_to_latest": -0.5953433527544405,
        "share_delta_active_to_latest": -0.5953433527544405,
        "share_delta_peak_to_latest": -0.6877127394029007,
        "first_active_year": 2023,
        "last_active_year": 2025,
        "first_active_share": 0.9076306133515398,
        "last_active_share": 0.3122872605970993,
        "last_active_year_share": 0.3122872605970993,
        "active_year_count": 3,
        "exited_in_latest_year": false,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2024,
          "to_year": 2025,
          "from_share": 1,
          "to_share": 0.3122872605970993,
          "delta": -0.6877127394029007
        },
        "group_label": "CORPORATIVO",
        "group_share": 0.7061227299680369,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "主导型 · 份额回落中 · 价格带待核验",
        "competitive_signal": "这个外部主供的盘子在往下掉，说明客户大概率在重新分这块采购。 2024年 100% → 2025年 31%（-69pp）。",
        "attack_focus": "重点看它丢掉的是哪些规格、价格带，还是交付环节出了问题。",
        "entry_angle": "先盯它正在松动的次核心 SKU 或补充需求，不要一上来谈全面替代。",
        "entry_difficulty": "中高",
        "difficulty_reason": "供货 3 年 · 累计份额 71% · 末年份额在回落"
      },
      "a40d0788-2d22-4820-ab2b-9e531f34bf8b": {
        "supplier_affiliation": "独立供应方",
        "share_role": "核心跟随型",
        "frequency_role": "低频采购",
        "trend_role": "持续供货",
        "price_role": "价格带待核验",
        "sample_share": 0.1326010096445945,
        "account_shipment_count": 3,
        "account_annualized_shipments": 3,
        "account_avg_gap_days": 137.5,
        "account_rhythm_label": "常规补货",
        "first_year": 2023,
        "latest_year": 2025,
        "first_year_share": 0,
        "latest_year_share": 0.34319993797212134,
        "importer_latest_year_share": 0.34319993797212134,
        "peak_share": 0.34319993797212134,
        "peak_share_year": 2025,
        "share_delta_first_to_latest": 0.34319993797212134,
        "share_delta_active_to_latest": 0,
        "share_delta_peak_to_latest": 0,
        "first_active_year": 2025,
        "last_active_year": 2025,
        "first_active_share": 0.34319993797212134,
        "last_active_share": 0.34319993797212134,
        "last_active_year_share": 0.34319993797212134,
        "active_year_count": 1,
        "exited_in_latest_year": false,
        "new_entrant_in_latest_year": true,
        "share_change_reference": {
          "from_year": 2025,
          "to_year": 2025,
          "from_share": 0.34319993797212134,
          "to_share": 0.34319993797212134,
          "delta": 0
        },
        "group_label": "EMBECTA",
        "group_share": 0.1326010096445945,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "核心跟随型 · 持续供货 · 价格带待核验",
        "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。 到 2025 年才进入样本。",
        "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 13%"
      },
      "4803894d-8632-48c5-b877-6b45531307e2": {
        "supplier_affiliation": "独立供应方",
        "share_role": "补充型",
        "frequency_role": "常规采购",
        "trend_role": "已停止采购",
        "price_role": "价格带待核验",
        "sample_share": 0.027171063470524687,
        "account_shipment_count": 4,
        "account_annualized_shipments": 4,
        "account_avg_gap_days": null,
        "account_rhythm_label": "项目/随机采购",
        "first_year": 2023,
        "latest_year": 2025,
        "first_year_share": 0.0891001882645666,
        "latest_year_share": 0,
        "importer_latest_year_share": 0,
        "peak_share": 0.0891001882645666,
        "peak_share_year": 2023,
        "share_delta_first_to_latest": -0.0891001882645666,
        "share_delta_active_to_latest": -0.0891001882645666,
        "share_delta_peak_to_latest": -0.0891001882645666,
        "first_active_year": 2023,
        "last_active_year": 2023,
        "first_active_share": 0.0891001882645666,
        "last_active_share": 0.0891001882645666,
        "last_active_year_share": 0.0891001882645666,
        "active_year_count": 1,
        "exited_in_latest_year": true,
        "new_entrant_in_latest_year": false,
        "share_change_reference": {
          "from_year": 2023,
          "to_year": 2025,
          "from_share": 0.0891001882645666,
          "to_share": 0,
          "delta": -0.0891001882645666
        },
        "group_label": "BECTON DICKINSON",
        "group_share": 0.027171063470524687,
        "group_member_count": 1,
        "group_affiliated_to_importer": false,
        "relationship_summary": "补充型 · 已停止采购 · 价格带待核验",
        "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。 2023年 9% → 2025年 0%（-9pp）；2023 年后没有再出现。",
        "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 3% · 已退出当前样本"
      }
    },
    "decision_summary": null
  },
  "time_context": {
    "first_year": 2023,
    "prev_year": 2024,
    "last_year": 2025,
    "gap_years": 1,
    "freshness": "fresh",
    "trend_prefix": "最近一年（2024→2025）",
    "warning_text": ""
  },
  "price_analysis": {
    "sample_count": 72,
    "band_count": 3,
    "range_multiple": 28080.8,
    "summary_text": "存在 3 个明显价格带：低价带 $0.05–$58.80（FOB 占比 24%）；中价带 $63.70–$323.27（FOB 占比 44%）；高价带 $326.34–$1404.04（FOB 占比 33%）。",
    "bands": [
      {
        "label": "低价带",
        "trade_count": 24,
        "fob_total_usd": 110000.2,
        "fob_share": 0.23896031423832448,
        "min_unit_price": 0.05,
        "max_unit_price": 58.800000000000004,
        "avg_unit_price": 6.287410115918804,
        "median_unit_price": 0.25551783333333333
      },
      {
        "label": "中价带",
        "trade_count": 24,
        "fob_total_usd": 200286.11000000004,
        "fob_share": 0.43509404331239065,
        "min_unit_price": 63.699999999999996,
        "max_unit_price": 323.27,
        "avg_unit_price": 128.95798611111113,
        "median_unit_price": 70
      },
      {
        "label": "高价带",
        "trade_count": 24,
        "fob_total_usd": 150042.00999999998,
        "fob_share": 0.3259456424492848,
        "min_unit_price": 326.34,
        "max_unit_price": 1404.04,
        "avg_unit_price": 520.3324882335982,
        "median_unit_price": 391.8
      }
    ]
  },
  "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",
      "market_benchmark"
    ],
    "degraded": [
      "price_analysis",
      "group_structure"
    ],
    "skipped": [
      "payment_distribution"
    ]
  }
}