{
  "ticker": {
    "uuid": "ea999729-be37-41b7-921d-b20d99c5d66d",
    "symbol": "LIO",
    "name": "Liontrust Asset Management PLC",
    "exchange": "LSE",
    "country": "GB",
    "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": "^FTSE",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 35.602,
    "architecture_energy": 22.62,
    "architecture_maturity": 65.194,
    "architecture_confidence": 79.938,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 34.14,
        "rotation_up": 29.08,
        "upward_expansion": 60.39,
        "deceleration": 85.46,
        "rotation_down": 32.41,
        "downward_expansion": 21.72
      },
      "activity_lines": [
        303.7,
        311.287565,
        302.042314,
        290.325862
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 305.0,
    "trend_reference": 276.337133,
    "distance_from_trend": 0.103724,
    "trend_direction": "Improving",
    "fair_value": 453.965689,
    "distance_from_fair_value": -0.328143,
    "fair_value_direction": "Improving",
    "relative_strength": -2.264311,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.30621,
    "excess_performance": 0.254975,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.103724,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.053879,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.328143,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.121725,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.022643,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.155861,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.30621,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.922819,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 805944,
      "relative_activity": 0.843417,
      "balance": 0.922819,
      "dry_up": 1.062263,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.085462,
      "annualized_volatility": 0.41544,
      "from_high_reference": -0.20758,
      "from_low_reference": 0.367713
    },
    "levels": {
      "trend_reference": 276.337133,
      "fair_value_reference": 453.965689,
      "structural_low": 231.5,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 8,
        "median_return": -0.045543,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.051758,
        "regime_survival": 0.375,
        "best_return": 0.101538,
        "worst_return": -0.175992,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.184978,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.218756,
        "regime_survival": 0.0,
        "best_return": 0.00691,
        "worst_return": -0.298961,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.405684,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.402591,
        "regime_survival": 0.0,
        "best_return": -0.246357,
        "worst_return": -0.414095,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.510169,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.506242,
        "regime_survival": 0.0,
        "best_return": -0.341797,
        "worst_return": -0.639407,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-02-23",
        "end": "2024-03-01",
        "tenure": "New",
        "return": -0.023467,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-03-08",
        "end": "2024-04-05",
        "tenure": "Developing",
        "return": -0.070485,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-12",
        "end": "2024-04-19",
        "tenure": "New",
        "return": 0.056923,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-07-12",
        "tenure": "Developing",
        "return": -0.021687,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-07-19",
        "end": "2024-07-26",
        "tenure": "New",
        "return": 0.001522,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-08-02",
        "end": "2024-08-23",
        "tenure": "New",
        "return": 0.020376,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-30",
        "end": "2024-08-30",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-09-06",
        "end": "2025-06-06",
        "tenure": "Extended",
        "return": -0.326211,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-13",
        "end": "2025-09-05",
        "tenure": "Established",
        "return": -0.172434,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-09-12",
        "end": "2026-04-10",
        "tenure": "Extended",
        "return": -0.187591,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-17",
        "end": "2026-05-22",
        "tenure": "Developing",
        "return": 0.034702,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "return": -0.035431,
        "active": false
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      {
        "regime": "upward_expansion",
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        "active": false
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      {
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        "end": "2026-08-07",
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        "return": 0.0,
        "active": true
      }
    ],
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      },
      {
        "date": "2026-07-17",
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      },
      {
        "date": "2026-07-24",
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        "volume": 1121059,
        "typical_volume": 960817.7,
        "trend": 273.620466,
        "fair_value": 458.401721,
        "relative_strength": -5.900156,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "direction": 62.310667,
        "energy": 52.484669,
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      },
      {
        "date": "2026-07-31",
        "close": 284.0,
        "volume": 1148804,
        "typical_volume": 973304.7,
        "trend": 274.270466,
        "fair_value": 456.151545,
        "relative_strength": -9.482209,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 39.251229,
        "energy": 28.277661,
        "activity_lines": [
          308.3,
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      },
      {
        "date": "2026-08-07",
        "close": 305.0,
        "volume": 805944,
        "typical_volume": 955569.9,
        "trend": 276.337133,
        "fair_value": 453.965689,
        "relative_strength": -2.264311,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.601757,
        "energy": 22.619652,
        "activity_lines": [
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      }
    ],
    "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."
    }
  }
}