{
  "ticker": {
    "uuid": "59a70b2d-9a75-4421-9296-6574458f4768",
    "symbol": "AEGN",
    "name": "Aegon Ltd.",
    "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": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 88.719,
    "architecture_energy": 95.512,
    "architecture_maturity": 38.0,
    "architecture_confidence": 61.201,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 0.0,
        "rotation_up": 88.19,
        "upward_expansion": 99.81,
        "deceleration": 39.06,
        "rotation_down": 8.96,
        "downward_expansion": 21.81
      },
      "activity_lines": [
        8.1488,
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        7.553389,
        7.2583
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 8.328,
    "trend_reference": 6.940019,
    "distance_from_trend": 0.199997,
    "trend_direction": "Improving",
    "fair_value": 5.721655,
    "distance_from_fair_value": 0.455523,
    "fair_value_direction": "Improving",
    "relative_strength": 0.088201,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.25573,
    "excess_performance": 0.081483,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.199997,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.055057,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.455523,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.184256,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.000882,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.087201,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.25573,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.001542,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 0,
      "relative_activity": 0.0,
      "balance": 0.001542,
      "dry_up": 0.0,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.024354,
      "annualized_volatility": 0.161116,
      "from_high_reference": -0.00048,
      "from_low_reference": 0.437845
    },
    "levels": {
      "trend_reference": 6.940019,
      "fair_value_reference": 5.721655,
      "structural_low": 5.792,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 36,
        "median_return": 0.001671,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.001367,
        "regime_survival": 0.722222,
        "best_return": 0.126266,
        "worst_return": -0.202977,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
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        "regime_survival": 0.384615,
        "best_return": 0.168764,
        "worst_return": -0.112888,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.001745,
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        "worst_return": -0.08509,
        "sufficient": true
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      {
        "horizon": "Full cycle",
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        "worst_return": 0.134432,
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        "regime": "balance",
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        "regime": "downward_expansion",
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        "direction": 31.9925,
        "energy": 38.073595,
        "activity_lines": [
          6.699739,
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          6.442472,
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      },
      {
        "date": "2026-05-08",
        "close": 6.892426,
        "volume": 5,
        "typical_volume": 2242.75,
        "trend": 6.507248,
        "fair_value": 5.421699,
        "relative_strength": -8.631924,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 34.04074,
        "energy": 55.038153,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 7.03618,
        "volume": 5,
        "typical_volume": 2243.0,
        "trend": 6.532387,
        "fair_value": 5.443522,
        "relative_strength": -6.206879,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 49.728281,
        "energy": 66.65415,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 5,
        "typical_volume": 2243.25,
        "trend": 6.560123,
        "fair_value": 5.466447,
        "relative_strength": -5.325157,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 84.174791,
        "energy": 84.888152,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
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        "typical_volume": 2762.1,
        "trend": 6.577862,
        "fair_value": 5.488754,
        "relative_strength": -9.387664,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
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        "energy": 78.298223,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "volume": 1,
        "typical_volume": 2754.65,
        "trend": 6.593086,
        "fair_value": 5.508683,
        "relative_strength": -9.267502,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.707122,
        "energy": 75.980442,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 7.266,
        "volume": 1,
        "typical_volume": 2530.6,
        "trend": 6.612352,
        "fair_value": 5.530185,
        "relative_strength": -8.492607,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
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        "energy": 79.113087,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 2530.65,
        "trend": 6.642752,
        "fair_value": 5.55309,
        "relative_strength": -10.091115,
        "stage": 3,
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        "modifier": "Early expansion",
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        "direction": 81.216881,
        "energy": 79.787432,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 7.434,
        "volume": 1,
        "typical_volume": 2426.0,
        "trend": 6.659552,
        "fair_value": 5.575493,
        "relative_strength": -7.994059,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 78.191878,
        "energy": 87.142095,
        "activity_lines": [
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          6.922834,
          6.785645
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      },
      {
        "date": "2026-07-03",
        "close": 7.678,
        "volume": 1,
        "typical_volume": 2276.65,
        "trend": 6.688486,
        "fair_value": 5.598542,
        "relative_strength": -7.032365,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 88.232343,
        "energy": 94.387345,
        "activity_lines": [
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          6.851351
        ]
      },
      {
        "date": "2026-07-10",
        "close": 7.732,
        "volume": 2,
        "typical_volume": 2276.75,
        "trend": 6.733486,
        "fair_value": 5.621843,
        "relative_strength": -5.051596,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 84.595981,
        "energy": 93.921721,
        "activity_lines": [
          7.586133,
          7.412241,
          7.1094,
          6.918675
        ]
      },
      {
        "date": "2026-07-17",
        "close": 7.87,
        "volume": 0,
        "typical_volume": 2276.75,
        "trend": 6.779952,
        "fair_value": 5.646383,
        "relative_strength": -1.389781,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 87.733185,
        "energy": 95.21961,
        "activity_lines": [
          7.707067,
          7.518976,
          7.208959,
          6.991998
        ]
      },
      {
        "date": "2026-07-24",
        "close": 8.048,
        "volume": 0,
        "typical_volume": 1362.1,
        "trend": 6.830152,
        "fair_value": 5.670587,
        "relative_strength": -0.473349,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 90.037769,
        "energy": 96.130406,
        "activity_lines": [
          7.847067,
          7.640301,
          7.318471,
          7.073808
        ]
      },
      {
        "date": "2026-07-31",
        "close": 8.244,
        "volume": 0,
        "typical_volume": 979.8,
        "trend": 6.882219,
        "fair_value": 5.696137,
        "relative_strength": 1.983432,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 91.413849,
        "energy": 96.422484,
        "activity_lines": [
          8.010933,
          7.778865,
          7.437268,
          7.165024
        ]
      },
      {
        "date": "2026-08-07",
        "close": 8.328,
        "volume": 0,
        "typical_volume": 975.6,
        "trend": 6.940019,
        "fair_value": 5.721655,
        "relative_strength": 0.088201,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 88.718941,
        "energy": 95.512307,
        "activity_lines": [
          8.1488,
          7.914485,
          7.553389,
          7.2583
        ]
      }
    ],
    "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."
    }
  }
}