{
  "ticker": {
    "uuid": "80aadcc6-e58a-4bd9-b907-77371851eb4d",
    "symbol": "ZS",
    "name": "Zscaler Inc",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "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": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 28.365,
    "architecture_energy": 23.469,
    "architecture_maturity": 15.686,
    "architecture_confidence": 48.017,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 48.14,
        "rotation_up": 56.54,
        "upward_expansion": 34.86,
        "deceleration": 34.06,
        "rotation_down": 15.95,
        "downward_expansion": 18.86
      },
      "activity_lines": [
        154.287333,
        147.298545,
        145.116048,
        146.18471
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 168.68,
    "trend_reference": 153.196,
    "distance_from_trend": 0.101073,
    "trend_direction": "Weakening",
    "fair_value": 204.199199,
    "distance_from_fair_value": -0.173944,
    "fair_value_direction": "Improving",
    "relative_strength": -29.240431,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.008068,
    "excess_performance": -0.179386,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.101073,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.194416,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.173944,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.080511,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.292404,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.187193,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.008068,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.560041,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 10925702,
      "relative_activity": 0.589823,
      "balance": 0.560041,
      "dry_up": 0.587322,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.125606,
      "annualized_volatility": 0.700244,
      "from_high_reference": -0.499451,
      "from_low_reference": 0.471581
    },
    "levels": {
      "trend_reference": 153.196,
      "fair_value_reference": 204.199199,
      "structural_low": 114.625,
      "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": 14,
        "median_return": 0.000586,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.03612,
        "regime_survival": 0.5,
        "best_return": 0.31946,
        "worst_return": -0.144789,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.001987,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.016475,
        "regime_survival": 0.428571,
        "best_return": 0.435775,
        "worst_return": -0.139215,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.015866,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.114222,
        "regime_survival": 0.5,
        "best_return": 0.525108,
        "worst_return": -0.188039,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.160365,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.00099,
        "regime_survival": 0.0,
        "best_return": 0.435067,
        "worst_return": -0.114337,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-04-05",
        "end": "2024-05-17",
        "tenure": "Developing",
        "return": -0.024435,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "start": "2024-05-24",
        "end": "2024-07-05",
        "tenure": "Developing",
        "return": 0.174843,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Developing",
        "return": -0.149232,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-04",
        "end": "2024-10-11",
        "tenure": "New",
        "return": 0.139884,
        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-01-03",
        "tenure": "Developing",
        "return": -0.119075,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-02-14",
        "tenure": "Developing",
        "return": 0.119592,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Developing",
        "return": 0.043211,
        "active": false
      },
      {
        "regime": "balance",
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      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2025-09-26",
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        "active": false
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      {
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      {
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      {
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        "active": true
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    ],
    "chart_path": [
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 13839965.45,
        "trend": 196.548,
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        "relative_strength": -36.672029,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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      },
      {
        "date": "2026-05-29",
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        "volume": 69813770,
        "typical_volume": 16901517.95,
        "trend": 190.167667,
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        "relative_strength": -52.053891,
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        "modifier": "Established contraction",
        "gate": "down",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 18259010.95,
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        "fair_value": 204.467532,
        "relative_strength": -52.102171,
        "stage": 4,
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        "modifier": "Established contraction",
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        "energy": 22.069871,
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      },
      {
        "date": "2026-06-12",
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        "volume": 20733947,
        "typical_volume": 18989661.85,
        "trend": 178.195667,
        "fair_value": 204.310545,
        "relative_strength": -52.705209,
        "stage": 4,
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        "modifier": "Established contraction",
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        "energy": 35.025033,
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "fair_value": 204.106122,
        "relative_strength": -48.670121,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.477633,
        "energy": 56.72751,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 12184123,
        "typical_volume": 19740707.75,
        "trend": 166.037333,
        "fair_value": 204.132724,
        "relative_strength": -42.208483,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 38.271737,
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      },
      {
        "date": "2026-07-10",
        "close": 139.27,
        "volume": 14879785,
        "typical_volume": 19925405.75,
        "trend": 162.803667,
        "fair_value": 204.093237,
        "relative_strength": -45.364879,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.752173,
        "energy": 29.251129,
        "activity_lines": [
          137.444667,
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      },
      {
        "date": "2026-07-17",
        "close": 149.94,
        "volume": 12221797,
        "typical_volume": 18969497.1,
        "trend": 160.05,
        "fair_value": 204.099199,
        "relative_strength": -37.599101,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -26.923047,
        "energy": 12.536773,
        "activity_lines": [
          142.542667,
          140.401636,
          141.710333,
          146.814237
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      },
      {
        "date": "2026-07-24",
        "close": 142.32,
        "volume": 8500321,
        "typical_volume": 18645292.6,
        "trend": 157.11,
        "fair_value": 204.001955,
        "relative_strength": -38.790456,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -26.787039,
        "energy": 15.346791,
        "activity_lines": [
          143.739333,
          140.148909,
          141.653762,
          145.670366
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      },
      {
        "date": "2026-07-31",
        "close": 151.2,
        "volume": 11869650,
        "typical_volume": 18617659.8,
        "trend": 154.797667,
        "fair_value": 204.034263,
        "relative_strength": -34.254768,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -17.016666,
        "energy": 11.738777,
        "activity_lines": [
          146.731333,
          141.851273,
          142.546429,
          145.289075
        ]
      },
      {
        "date": "2026-08-07",
        "close": 168.68,
        "volume": 10925702,
        "typical_volume": 18523684.85,
        "trend": 153.196,
        "fair_value": 204.199199,
        "relative_strength": -29.240431,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 28.364637,
        "energy": 23.469358,
        "activity_lines": [
          154.287333,
          147.298545,
          145.116048,
          146.18471
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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."
    }
  }
}