{
  "ticker": {
    "uuid": "0869c9bc-c1c4-497e-9cc4-cfd4e2bff0c8",
    "symbol": "EBQ",
    "name": "Ebiquity 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": 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": -74.614,
    "architecture_energy": 90.233,
    "architecture_maturity": 100.0,
    "architecture_confidence": 81.374,
    "architecture_tenure": "Extended",
    "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": 3.29,
        "rotation_up": 9.32,
        "upward_expansion": 21.95,
        "deceleration": 37.01,
        "rotation_down": 83.96,
        "downward_expansion": 99.95
      },
      "activity_lines": [
        0.094733,
        0.098636,
        0.103448,
        0.108282
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 0.09375,
    "trend_reference": 0.11475,
    "distance_from_trend": -0.183007,
    "trend_direction": "Weakening",
    "fair_value": 0.247792,
    "distance_from_fair_value": -0.621658,
    "fair_value_direction": "Weakening",
    "relative_strength": -34.708001,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.273256,
    "excess_performance": -0.324491,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.183007,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.085536,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.621658,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.022132,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.34708,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.024701,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.273256,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.0,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 148720,
      "relative_activity": 0.334233,
      "balance": 0.0,
      "dry_up": 0.648925,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.050462,
      "annualized_volatility": 0.134388,
      "from_high_reference": -0.573864,
      "from_low_reference": 0.041667
    },
    "levels": {
      "trend_reference": 0.11475,
      "fair_value_reference": 0.247792,
      "structural_low": 0.09,
      "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": 36,
        "median_return": -0.024319,
        "positive_rate": 0.305556,
        "directional_follow_through": 0.638889,
        "median_excess_return": -0.030711,
        "regime_survival": 0.888889,
        "best_return": 0.2,
        "worst_return": -0.269231,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": -0.0625,
        "positive_rate": 0.272727,
        "directional_follow_through": 0.727273,
        "median_excess_return": -0.110917,
        "regime_survival": 0.636364,
        "best_return": 0.246154,
        "worst_return": -0.302564,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.082833,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.144348,
        "regime_survival": 0.333333,
        "best_return": 0.261538,
        "worst_return": -0.346154,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.286693,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.373649,
        "regime_survival": 1.0,
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        "worst_return": -0.4,
        "sufficient": false
      }
    ],
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        "color": "red",
        "start": "2023-06-23",
        "end": "2024-03-08",
        "tenure": "Extended",
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        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2024-04-12",
        "tenure": "Developing",
        "return": -0.048193,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-04-26",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-05-10",
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        "active": false
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        "end": "2024-08-30",
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        "return": -0.28,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "color": "red",
        "start": "2024-09-06",
        "end": "2025-02-07",
        "tenure": "Established",
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        "active": false
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      {
        "regime": "balance",
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        "color": "blue",
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        "end": "2025-03-07",
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        "active": false
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        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "volume": 448979,
        "typical_volume": 433169.45,
        "trend": 0.118175,
        "fair_value": 0.254899,
        "relative_strength": -35.578652,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -84.675514,
        "energy": 69.320667,
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          0.102183,
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          0.108469,
          0.112791
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      },
      {
        "date": "2026-07-24",
        "close": 0.09375,
        "volume": 149096,
        "typical_volume": 431250.25,
        "trend": 0.11705,
        "fair_value": 0.252519,
        "relative_strength": -36.571395,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -86.464935,
        "energy": 91.373467,
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          0.098817,
          0.102223,
          0.106635,
          0.111216
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.09375,
        "volume": 408185,
        "typical_volume": 449187.1,
        "trend": 0.115925,
        "fair_value": 0.250139,
        "relative_strength": -35.790623,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -81.064623,
        "energy": 91.786816,
        "activity_lines": [
          0.096367,
          0.100305,
          0.104961,
          0.109712
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.09375,
        "volume": 148720,
        "typical_volume": 444959.0,
        "trend": 0.11475,
        "fair_value": 0.247792,
        "relative_strength": -34.708001,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -74.614158,
        "energy": 90.232531,
        "activity_lines": [
          0.094733,
          0.098636,
          0.103448,
          0.108282
        ]
      }
    ],
    "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."
    }
  }
}