{
  "ticker": {
    "uuid": "5576417e-4a4e-4e8b-9775-f7771010f05d",
    "symbol": "MBG",
    "name": "Mercedes-Benz Group AG",
    "exchange": "VIE",
    "country": "AT",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^ATX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -43.6,
    "architecture_energy": 29.297,
    "architecture_maturity": 79.985,
    "architecture_confidence": 84.448,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 28.02,
        "rotation_up": 26.67,
        "upward_expansion": 16.15,
        "deceleration": 46.78,
        "rotation_down": 35.48,
        "downward_expansion": 66.15
      },
      "activity_lines": [
        46.023999,
        45.598817,
        46.954701,
        48.038524
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 46.744999,
    "trend_reference": 49.742597,
    "distance_from_trend": -0.060262,
    "trend_direction": "Weakening",
    "fair_value": 50.829193,
    "distance_from_fair_value": -0.080351,
    "fair_value_direction": "Weakening",
    "relative_strength": -25.800142,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.148309,
    "excess_performance": -0.322556,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.060262,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.064048,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.080351,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.048263,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.258001,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.082945,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.148309,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.372277,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1327,
      "relative_activity": 0.349353,
      "balance": 1.372277,
      "dry_up": 2.783438,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.050371,
      "annualized_volatility": 0.272946,
      "from_high_reference": -0.199179,
      "from_low_reference": 0.077198
    },
    "levels": {
      "trend_reference": 49.742597,
      "fair_value_reference": 50.829193,
      "structural_low": 43.395,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 16,
        "median_return": 0.003662,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.032799,
        "regime_survival": 0.75,
        "best_return": 0.152946,
        "worst_return": -0.114194,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.014333,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.073539,
        "regime_survival": 0.333333,
        "best_return": 0.127109,
        "worst_return": -0.15871,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.175762,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": 0.008402,
        "regime_survival": 0.0,
        "best_return": 0.288708,
        "worst_return": -0.051774,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.014025,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.19893,
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        "best_return": 0.475454,
        "worst_return": -0.003519,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
        "label": "Balance",
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        "end": "2024-02-16",
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        "return": 0.101317,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-03-08",
        "tenure": "New",
        "return": 0.008196,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "end": "2024-05-10",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-08-02",
        "tenure": "Developing",
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-02-07",
        "tenure": "Established",
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        "return": -0.024752,
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      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-04-11",
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        "return": -0.174125,
        "active": false
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      {
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        "return": 0.10299,
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        "regime": "balance",
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 2290.35,
        "trend": 53.102718,
        "fair_value": 51.725471,
        "relative_strength": -17.492696,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -47.937253,
        "energy": 28.766496,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 2437.9,
        "trend": 53.116318,
        "fair_value": 51.698919,
        "relative_strength": -17.505631,
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        "regime": "downward_expansion",
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        "activity_lines": [
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      },
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        "date": "2026-05-15",
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        "typical_volume": 2449.95,
        "trend": 53.126615,
        "fair_value": 51.657091,
        "relative_strength": -16.451452,
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        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "energy": 30.267338,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 2538.6,
        "trend": 53.161242,
        "fair_value": 51.61673,
        "relative_strength": -18.009681,
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        "modifier": "Early contraction",
        "gate": "down",
        "direction": -50.777064,
        "energy": 32.241322,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 52.209999,
        "volume": 806,
        "typical_volume": 2487.6,
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        "fair_value": 51.582368,
        "relative_strength": -16.464664,
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        "modifier": "Early contraction",
        "gate": "down",
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        "energy": 16.734329,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "volume": 3,
        "typical_volume": 2361.45,
        "trend": 52.926214,
        "fair_value": 51.51882,
        "relative_strength": -22.080896,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -63.177751,
        "energy": 32.634936,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 48.02,
        "volume": 553,
        "typical_volume": 2227.15,
        "trend": 52.677442,
        "fair_value": 51.439251,
        "relative_strength": -23.628951,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.529152,
        "energy": 36.733345,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "trend": 52.396381,
        "fair_value": 51.359662,
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        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -78.079444,
        "energy": 69.131387,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 43.395,
        "volume": 1174,
        "typical_volume": 2194.15,
        "trend": 52.035815,
        "fair_value": 51.261179,
        "relative_strength": -31.593898,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -83.848983,
        "energy": 86.693576,
        "activity_lines": [
          45.937666,
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          50.177179
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      },
      {
        "date": "2026-07-03",
        "close": 45.105,
        "volume": 333,
        "typical_volume": 1852.35,
        "trend": 51.619152,
        "fair_value": 51.182754,
        "relative_strength": -30.107473,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.923621,
        "energy": 81.67075,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 44.029999,
        "volume": 11195,
        "typical_volume": 2252.3,
        "trend": 51.168213,
        "fair_value": 51.095139,
        "relative_strength": -30.343239,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.442287,
        "energy": 85.056496,
        "activity_lines": [
          44.584333,
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      },
      {
        "date": "2026-07-17",
        "close": 45.674999,
        "volume": 15396,
        "typical_volume": 2946.5,
        "trend": 50.833485,
        "fair_value": 51.024048,
        "relative_strength": -25.859214,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.523733,
        "energy": 74.400753,
        "activity_lines": [
          44.772999,
          45.935727,
          47.589805,
          48.886006
        ]
      },
      {
        "date": "2026-07-24",
        "close": 44.564999,
        "volume": 8379,
        "typical_volume": 3036.55,
        "trend": 50.434028,
        "fair_value": 50.948397,
        "relative_strength": -28.047509,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.845231,
        "energy": 55.00498,
        "activity_lines": [
          44.747999,
          45.46209,
          47.20692,
          48.481587
        ]
      },
      {
        "date": "2026-07-31",
        "close": 46.889999,
        "volume": 17189,
        "typical_volume": 3782.1,
        "trend": 50.068453,
        "fair_value": 50.882641,
        "relative_strength": -23.838926,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.557318,
        "energy": 39.376116,
        "activity_lines": [
          45.526666,
          45.514363,
          47.077025,
          48.25294
        ]
      },
      {
        "date": "2026-08-07",
        "close": 46.744999,
        "volume": 1327,
        "typical_volume": 3798.45,
        "trend": 49.742597,
        "fair_value": 50.829193,
        "relative_strength": -25.800142,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.600258,
        "energy": 29.296855,
        "activity_lines": [
          46.023999,
          45.598817,
          46.954701,
          48.038524
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}