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      "cohort 信号：中渗透 + 上升 cohort 共 1 家 · 综合 FOB $1.2M",
      "中国份额信号：5 年累计 74% · 处于高份额区间 (>60%)",
      "市场增速信号：5 年 CAGR 6.3% · 扩张区间 (≥5%)",
      "供应商密度信号：中国供应商占 67% · 高密度区间 (≥40%)",
      "集中度信号：HHI 5.2 · 分散 (≤0.10)"
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                "fobLabel": "$1.3M"
              },
              {
                "country": "巴西",
                "fill": "var(--faint)",
                "x": 489.7,
                "y": 65.7,
                "w": 87,
                "h": 11.5,
                "fob": 1966413.17,
                "fobLabel": "$2.0M"
              },
              {
                "country": "美国",
                "fill": "var(--line-soft)",
                "x": 489.7,
                "y": 59.2,
                "w": 87,
                "h": 6.5,
                "fob": 1109169.97,
                "fobLabel": "$1.1M"
              }
            ]
          },
          {
            "year": "2025",
            "x": 624.9,
            "labelX": 668.4,
            "total": 26752598.730000004,
            "totalLabel": "$26.8M",
            "labelY": 57.1,
            "segments": [
              {
                "country": "中国",
                "fill": "var(--navy)",
                "x": 624.9,
                "y": 81.1,
                "w": 87,
                "h": 138.9,
                "fob": 23679318.470000006,
                "fobLabel": "$23.7M"
              },
              {
                "country": "乌克兰",
                "fill": "var(--muted)",
                "x": 624.9,
                "y": 80.5,
                "w": 87,
                "h": 0.6,
                "fob": 94473.47,
                "fobLabel": "$94K"
              },
              {
                "country": "日本",
                "fill": "var(--line)",
                "x": 624.9,
                "y": 77.1,
                "w": 87,
                "h": 3.4,
                "fob": 574029.6499999999,
                "fobLabel": "$574K"
              },
              {
                "country": "巴西",
                "fill": "var(--faint)",
                "x": 624.9,
                "y": 72.5,
                "w": 87,
                "h": 4.6,
                "fob": 785486.96,
                "fobLabel": "$785K"
              },
              {
                "country": "美国",
                "fill": "var(--line-soft)",
                "x": 624.9,
                "y": 68.8,
                "w": 87,
                "h": 3.7,
                "fob": 633763.1299999999,
                "fobLabel": "$634K"
              }
            ]
          }
        ],
        "axisLabels": [
          {
            "year": "2021",
            "x": 127.6,
            "y": 236
          },
          {
            "year": "2022",
            "x": 262.8,
            "y": 236
          },
          {
            "year": "2023",
            "x": 398,
            "y": 236
          },
          {
            "year": "2024",
            "x": 533.2,
            "y": 236
          },
          {
            "year": "2025",
            "x": 668.4,
            "y": 236
          }
        ],
        "maxLabel": "$33.4M",
        "top5Origins": [
          "中国",
          "乌克兰",
          "日本",
          "巴西",
          "美国"
        ],
        "fills": [
          "var(--navy)",
          "var(--muted)",
          "var(--line)",
          "var(--faint)",
          "var(--line-soft)"
        ],
        "legend": "来源国年度 FOB 叠加 · 前 5 来源国；China = 深蓝 · 其余按窗口 FOB 排序"
      }
    },
    "priceBandsTable": [
      {
        "bandKey": "low",
        "label": "低价位",
        "priceRangeLabel": "$0.15–$0.55",
        "importerCount": 27,
        "fobShareLabel": "2.0%",
        "chinaShareLabel": "67.1%",
        "isTarget": false
      },
      {
        "bandKey": "mid",
        "label": "中价位",
        "priceRangeLabel": "$0.56–$2.35",
        "importerCount": 88,
        "fobShareLabel": "95.3%",
        "chinaShareLabel": "81.7%",
        "isTarget": false
      },
      {
        "bandKey": "high",
        "label": "高价位",
        "priceRangeLabel": "$2.58–$295.70",
        "importerCount": 23,
        "fobShareLabel": "2.7%",
        "chinaShareLabel": "17.7%",
        "isTarget": true
      }
    ],
    "renderLabels": {
      "windowFromStr": "2021",
      "windowToStr": "2025",
      "windowRangeLabel": "2021-2025 年数据范围内的历史记录",
      "hasChinaData": true,
      "bandsHaveData": true,
      "yearsSinceLatest": 1,
      "coverFobLabel": "$137.1M",
      "coverChinaShareLabel": "74.3%",
      "coverChinaShareLatestLabel": "92.8%",
      "coverCagrLabel": "+6.3%",
      "coverHhiLabel": "0.052",
      "coverPeakYearLabel": "2022",
      "coverLatestVsPeakLabel": "80%",
      "windowLabel": "5 年累计",
      "windowYearCount": 5,
      "windowYearsList": [
        2021,
        2022,
        2023,
        2024,
        2025
      ]
    },
    "dataAvailability": {
      "supplier": {
        "available": true,
        "reason": "supplier_visible",
        "substituteBasis": "raw_records.origin_fob"
      },
      "origin": {
        "available": true,
        "basis": "raw_records.origin_fob"
      }
    },
    "chinaShare5ySupplierPath": 0.7434602789336958,
    "chinaSourceShare5yFob": 0.7434602789336958,
    "originBasis": "raw_records.origin_fob",
    "chinaSourceBasis": "raw_records.origin_fob",
    "originSourceMeta": {
      "hasAnnualChinaFob": true,
      "hasOriginRows": true,
      "chinaShareDenominatorBasis": "classified_origin_fob",
      "classifiedOriginTotalFob": 137114622.46,
      "classifiedChinaFob": 101939275.46000005,
      "annualTotalFob": 137114622.45999998,
      "annualChinaFob": 101939275.45999998,
      "fellBackToSupplierBasis": false
    },
    "chinaShare5y_provenance": {
      "value": 0.7434602789336963,
      "basis": "mixed",
      "window": {
        "label": "5 年累计",
        "from": 2021,
        "to": 2025,
        "years": [
          2021,
          2022,
          2023,
          2024,
          2025
        ]
      },
      "source": "effectiveChinaShare5y",
      "unit": "ratio",
      "label": "中国份额（窗口累计）",
      "reconciled_with": {
        "rule": "effectiveChinaShare5y · prefer originSource (customs path) when available, else snapshot-builder supplier path (china.fob/totalFob)",
        "chosen_basis": "customs",
        "customs_path_value": 0.7434602789336958,
        "supplier_path_value": 0.7434602789336958
      },
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "chinaSourceShare5yFob_provenance": {
      "value": 0.7434602789336958,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
        "from": 2021,
        "to": 2025,
        "years": [
          2021,
          2022,
          2023,
          2024,
          2025
        ]
      },
      "source": "originSource.annualChinaShare5y",
      "unit": "ratio",
      "label": "中国来源份额（海关口径）",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "chinaSupplierShare_provenance": {
      "value": 0.6736351694870856,
      "basis": "supplier",
      "window": {
        "label": "5 年累计",
        "from": 2021,
        "to": 2025,
        "years": [
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          2022,
          2023,
          2024,
          2025
        ]
      },
      "source": "supplierFobs.china.aggregate",
      "unit": "ratio",
      "label": "中国供应商份额",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "chinaShareLatest_provenance": {
      "value": 0.9281177578519304,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
        "from": 2021,
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        "years": [
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          2022,
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      },
      "source": "chinaShareSeries5y[last].share",
      "unit": "ratio",
      "label": "中国份额（最新一年）",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "chinaSupplierCount_provenance": {
      "value": 84,
      "basis": "supplier",
      "window": {
        "label": "5 年累计",
        "from": 2021,
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        "years": [
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          2023,
          2024,
          2025
        ]
      },
      "source": "supplierFobs.china.count",
      "unit": "count",
      "label": "中国供应商数量",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "cr5Origin_provenance": {
      "value": 0.9558309763660202,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
        "from": 2021,
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        "years": [
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      },
      "source": "topOrigins[0..4].share.sum",
      "unit": "ratio",
      "label": "前5来源国集中度",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "totalOriginCountries_provenance": {
      "value": 27,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
        "from": 2021,
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        "years": [
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      },
      "source": "topOrigins.length",
      "unit": "count",
      "label": "来源国总数",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "cr5Importer_provenance": {
      "value": 0.4469950214673837,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
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        "years": [
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          2025
        ]
      },
      "source": "importerFobs[0..4].fob.sum / totalFob",
      "unit": "ratio",
      "label": "前5进口商集中度",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "cr10Importer_provenance": {
      "value": 0.6254167041521522,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
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      },
      "source": "importerFobs[0..9].fob.sum / totalFob",
      "unit": "ratio",
      "label": "前10进口商集中度",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "cr20Importer_provenance": {
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      "window": {
        "label": "5 年累计",
        "from": 2021,
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        "years": [
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          2023,
          2024,
          2025
        ]
      },
      "source": "importerFobs[0..19].fob.sum / totalFob",
      "unit": "ratio",
      "label": "前20进口商集中度",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "hhiImporter_provenance": {
      "value": 0.051690680564223025,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
        "from": 2021,
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        "years": [
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          2023,
          2024,
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        ]
      },
      "source": "importerFobs.aggregate",
      "unit": "ratio",
      "label": "进口商HHI",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "cr5Supplier_provenance": {
      "value": 0.5425470733561023,
      "basis": "supplier",
      "window": {
        "label": "5 年累计",
        "from": 2021,
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        "years": [
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          2023,
          2024,
          2025
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      },
      "source": "supplierFobs[0..4].fob.sum / totalFob",
      "unit": "ratio",
      "label": "前5供应商集中度",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "cr5ChinaSupplier_provenance": {
      "value": 0.4902926198816732,
      "basis": "supplier",
      "window": {
        "label": "5 年累计",
        "from": 2021,
        "to": 2025,
        "years": [
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          2022,
          2023,
          2024,
          2025
        ]
      },
      "source": "supplierFobs.china[0..4].fob.sum / china.fob",
      "unit": "ratio",
      "label": "前5中国供应商集中度",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "hhiChinaSupplier_provenance": {
      "value": 0.13188681896428156,
      "basis": "supplier",
      "window": {
        "label": "5 年累计",
        "from": 2021,
        "to": 2025,
        "years": [
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          2022,
          2023,
          2024,
          2025
        ]
      },
      "source": "supplierFobs.china.aggregate",
      "unit": "ratio",
      "label": "中国供应商HHI",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "totalFob5y_provenance": {
      "value": 137114622.45999998,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
        "from": 2021,
        "to": 2025,
        "years": [
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          2022,
          2023,
          2024,
          2025
        ]
      },
      "source": "annualTotals.fob.sum",
      "unit": "usd",
      "label": "窗口累计FOB",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "cagr5y_provenance": {
      "value": 0.06287522301392579,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
        "from": 2021,
        "to": 2025,
        "years": [
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          2022,
          2023,
          2024,
          2025
        ]
      },
      "source": "computed from annualTotals.fob.sum",
      "unit": "ratio",
      "label": "CAGR",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "peakYear_provenance": {
      "value": 2022,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
        "from": 2021,
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        "years": [
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          2023,
          2024,
          2025
        ]
      },
      "source": "annualTotals.fob.argmax",
      "unit": "year",
      "label": "峰值年份",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "latestVsPeakRatio_provenance": {
      "value": 0.8003676920932813,
      "basis": "customs",
      "window": {
        "label": "5 年累计",
        "from": 2021,
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        "years": [
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          2025
        ]
      },
      "source": "annualTotals[latest].fob / annualTotals[peak].fob",
      "unit": "ratio",
      "label": "最新/峰值比",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    },
    "targetCompetitionBand_provenance": {
      "value": "high",
      "basis": "customs",
      "window": {
        "label": "5 年累计",
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        "years": [
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          2023,
          2024,
          2025
        ]
      },
      "source": "priceBands.scoring → low|mid|high",
      "unit": "enum",
      "label": "目标价位段",
      "reconciled_with": null,
      "computed_at": "2026-07-08T04:24:31.104Z"
    }
  },
  "importers": {
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        "id": "728b3ca9-c4dd-436d-9e61-778172f31168",
        "displayName": "ACEROS MAPA S.A.",
        "displayNameSource": "canonical_name",
        "canonicalName": "ACEROS MAPA S.A.",
        "taxId": "890904459",
        "address": "CR 42 32 10",
        "phone": "3741313",
        "email": null,
        "contact": "acerosmapa@une.net.co/gilberto@acerosmapa.com.co",
        "totalFob5y": 14429388.719999999,
        "marketSharePct": 0.10523595850770343,
        "rank": 1,
        "recordCount": 135,
        "supplierCount": 14,
        "chinaShareLatestPct": 1,
        "chinaShare5y": 0.93562566107097,
        "chinaShareByYear": {
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          "2022": 0.8685188323392085,
          "2023": 1,
          "2024": 1,
          "2025": 1
        },
        "chinaShareDeltaPP": 0,
        "yoyGrowth": {
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          "2024": 0.3682630869115107,
          "2025": -0.19204344619362945
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        "recentYoyAvg": -0.19204344619362945,
        "yoyVolatility": 1.525121243120811,
        "tier": "declining",
        "avgUnitPrice": 0.7225661389399554,
        "unitPriceQuartile": "Q2",
        "purchaseItems": [
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            "quantity_unit": "KG",
            "shipment_date": "2022-01-14",
            "port_entry": "Impuestos y Aduanas de Buenaventura",
            "transport_mode": "Maritimo",
            "payment_method": "GIRO DIRECTO",
            "country_origin": "China",
            "counterparty_role": "supplier",
            "counterparty_name": "DUFERCO S.A.",
            "counterparty_entity_id": "fda2a9cf-bdb7-4e10-bf7f-817d1a410d49",
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          },
          {
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            "product_description_raw": "DO 06102294 ,Pedido PEDIDO N0 5407HRD-21 SALZGITTE ,Formato 2 de 4 Factura(s)...4718360-B 15122021, 4718360-C 15122",
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            "cif_usd": 390874.98,
            "unit_price_usd": 1.0250000000000001,
            "quantity": 336808,
            "quantity_unit": "KG",
            "shipment_date": "2022-02-24",
            "port_entry": "Impuestos y Aduanas de Buenaventura",
            "transport_mode": "Maritimo",
            "payment_method": "COMBINACION DE ALGUNA DE LAS FORMAS DE PAGO ANTERI",
            "country_origin": "China",
            "counterparty_role": "supplier",
            "counterparty_name": "SALZGITTER MANNESMANN INTERNATIONAL GMBH",
            "counterparty_entity_id": "59c009e9-7996-4330-97b6-3faf4615f392",
            "source": "local_raw_record_sample"
          },
          {
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            "unit_price_usd": 1.0265,
            "quantity": 277760,
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            "shipment_date": "2022-01-17",
            "port_entry": "Impuestos y Aduanas de Buenaventura",
            "transport_mode": "Maritimo",
            "payment_method": "GIRO DIRECTO",
            "country_origin": "China",
            "counterparty_role": "supplier",
            "counterparty_name": "DUFERCO S.A.",
            "counterparty_entity_id": "fda2a9cf-bdb7-4e10-bf7f-817d1a410d49",
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          {
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            "cif_usd": 299168.14,
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            "quantity": 251942,
            "quantity_unit": "KG",
            "shipment_date": "2022-01-18",
            "port_entry": "Impuestos y Aduanas de Buenaventura",
            "transport_mode": "Maritimo",
            "payment_method": "GIRO DIRECTO",
            "country_origin": "China",
            "counterparty_role": "supplier",
            "counterparty_name": "ACESCO INTERNATIONAL S.A.",
            "counterparty_entity_id": "dc931dfa-2b36-4788-96e1-16563e638307",
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          },
          {
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      {
        "name": "unitPriceTrend",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 5
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      {
        "name": "hsOriginCrosstab",
        "source": "local_precomputed",
        "status": "exact",
        "row_count": 35,
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      {
        "name": "hsBreakdownExtended",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 2
      },
      {
        "name": "hsSubcodeYearly",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 10,
        "expected_fob": 137114622.45999998
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      {
        "name": "tierOriginCrosstab",
        "source": "local_precomputed",
        "status": "exact",
        "row_count": 43
      },
      {
        "name": "importerHsBreakdown",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 161
      },
      {
        "name": "importerSupplierCount",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 138
      }
    ],
    "narratives": {}
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  "_v3_validation": {
    "invariants_passed": true,
    "oracle_max_diff_abs": 57,
    "oracle_max_diff_rel": 0.7037037037037037,
    "oracle_checked": 10,
    "oracle_skipped": 3,
    "oracle_skipped_critical": 0,
    "banned_names_found": 0,
    "conclusion_count": 17
  },
  "_v3_conclusions": {
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      "id": "marketPhase",
      "value": "expanding",
      "label": "处于扩张阶段",
      "ruleId": "mfr.market_trend.v1",
      "evidence": [
        {
          "path": "market.cagr5yFob",
          "value": 0.06287522301392579
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      ]
    },
    "supplierAvailability": {
      "id": "supplierAvailability",
      "value": "available",
      "label": "供应商数据完整",
      "ruleId": "mfr.supplier_availability.v1",
      "evidence": [
        {
          "path": "dataAvailability.supplier.visible",
          "value": true
        }
      ]
    },
    "chinaPosition": {
      "id": "chinaPosition",
      "value": "early",
      "label": "中国仍处早期阶段",
      "ruleId": "mfr.china_position.v1",
      "evidence": [
        {
          "path": "market.targetBandChinaShareFob",
          "value": 0.17700312100476162
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        {
          "path": "market.chinaSupplierShareFob",
          "value": 0.6736351694870856
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      ]
    },
    "chinaShareTrend": {
      "id": "chinaShareTrend",
      "value": "increasing",
      "label": "中国份额上升",
      "ruleId": "mfr.china_share_trend.v1",
      "evidence": [
        {
          "path": "market.chinaZoom.shareSeries5y[0].share",
          "value": 0.31017198927813844
        },
        {
          "path": "market.chinaZoom.shareSeries5y[4].share",
          "value": 0.9281177578519304
        },
        {
          "path": "_delta_pp",
          "value": 61.79457685737919
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      ]
    },
    "targetCompetitionBand": {
      "id": "targetCompetitionBand",
      "value": "high",
      "label": "推荐切入高价位段",
      "ruleId": "mfr.target_competition_band.v1",
      "evidence": [
        {
          "path": "priceBands.high.fobShare",
          "value": 0.02681762312457015
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        {
          "path": "priceBands.high.chinaShare",
          "value": 0.17700312100476162
        },
        {
          "path": "priceBands.high.importerCount",
          "value": 23
        }
      ]
    },
    "supplierCompetition": {
      "id": "supplierCompetition",
      "value": "high_density",
      "label": "中国供应商竞争密集",
      "ruleId": "mfr.supplier_competition.v1",
      "evidence": [
        {
          "path": "market.chinaSupplierShareFob",
          "value": 0.6736351694870856
        },
        {
          "path": "market.chinaSupplierCount",
          "value": 84
        }
      ]
    },
    "nextActionChinaPosition": {
      "id": "nextActionChinaPosition",
      "value": "build_presence",
      "label": "建立中国品牌存在感",
      "ruleId": "mfr.next_action.china_position.v1",
      "evidence": [
        {
          "path": "conclusions.chinaPosition.value",
          "value": "early"
        }
      ]
    },
    "nextActionMarketGrowth": {
      "id": "nextActionMarketGrowth",
      "value": "invest",
      "label": "市场扩张 · 投入加码可正回报",
      "ruleId": "mfr.next_action.market_growth.v1",
      "evidence": [
        {
          "path": "market.cagr5yFob",
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    },
    "importerConcentration": {
      "id": "importerConcentration",
      "value": "broad_channel",
      "label": "进口商分散 · 需要广撒网 + 渠道型销售",
      "ruleId": "mfr.importer_concentration.v1",
      "evidence": [
        {
          "path": "market.hhiImporterFob",
          "value": 0.051690680564223025
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      ]
    },
    "heroPositioning": {
      "id": "heroPositioning",
      "value": "early_expanding",
      "label": "市场在扩张 · 中国仍处早期",
      "ruleId": "mfr.hero_positioning.v1",
      "evidence": [
        {
          "path": "conclusions.marketPhase.value",
          "value": "expanding"
        },
        {
          "path": "conclusions.chinaPosition.value",
          "value": "early"
        }
      ]
    },
    "targetBandReason": {
      "id": "targetBandReason",
      "value": "least_saturated_fallback",
      "label": "全段位均偏饱和 · 选择相对最未饱和段位",
      "ruleId": "mfr.target_band_reason.v1",
      "evidence": [
        {
          "path": "priceBands.high.fobShare",
          "value": 0.02681762312457015
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        {
          "path": "priceBands.high.chinaShare",
          "value": 0.17700312100476162
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      ]
    },
    "battleEntryAngle": {
      "id": "battleEntryAngle",
      "value": "price_challenge",
      "label": "价格挑战切入",
      "ruleId": "mfr.battle_entry_angle.v1",
      "evidence": [
        {
          "path": "market.targetBandChinaShareFob",
          "value": 0.17700312100476162
        }
      ]
    },
    "battleProductFocus": {
      "id": "battleProductFocus",
      "value": "available",
      "label": "HS 子编码产品方向已识别",
      "ruleId": "mfr.battle_product_focus.v1",
      "evidence": [
        {
          "path": "market.hsSubcodeRows.length",
          "value": 2
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      ]
    },
    "nextActionImporterPool": {
      "id": "nextActionImporterPool",
      "value": "no_pool",
      "label": "无明显候选 cohort",
      "ruleId": "mfr.next_action.importer_pool.v1",
      "evidence": [
        {
          "path": "_midUp_count",
          "value": 1
        },
        {
          "path": "_lowUp_count",
          "value": 1
        }
      ]
    },
    "nextActionSupplierDensity": {
      "id": "nextActionSupplierDensity",
      "value": "crowded",
      "label": "中国供应商已密集 · 差异化竞争",
      "ruleId": "mfr.next_action.supplier_density.v1",
      "evidence": [
        {
          "path": "conclusions.supplierCompetition.value",
          "value": "high_density"
        }
      ]
    },
    "advisorySeasonality": {
      "id": "advisorySeasonality",
      "value": "weak",
      "label": "季节性信号弱",
      "ruleId": "mfr.advisory.seasonality.v1",
      "evidence": [
        {
          "path": "market.seasonalIsWeak",
          "value": true
        }
      ]
    },
    "advisoryMethodNote": {
      "id": "advisoryMethodNote",
      "value": "kmeans",
      "label": "价位带由 k-means 聚类得出",
      "ruleId": "mfr.advisory.method_note.v1",
      "evidence": [
        {
          "path": "dataAvailability.priceBands.available",
          "value": "kmeans"
        }
      ]
    }
  },
  "snapshot_hash": "4c29c6b834c7884efaefb2b2e8ddfcda368d6761fdcf2840c0a3f4d80c72b61f"
}
