{
  "ticker": {
    "uuid": "a7eb27cd-717e-495a-a358-99a4a8850ecd",
    "symbol": "ZS",
    "name": "Zscaler, Inc.",
    "exchange": "MEX",
    "country": "MX",
    "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": "^MXX",
    "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": "down",
    "architecture_direction": 6.303,
    "architecture_energy": 14.217,
    "architecture_maturity": 15.979,
    "architecture_confidence": 70.109,
    "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": 63.68,
        "rotation_up": 37.56,
        "upward_expansion": 32.46,
        "deceleration": 40.53,
        "rotation_down": 15.83,
        "downward_expansion": 40.8
      },
      "activity_lines": [
        2614.4,
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        2488.245047,
        2518.602707
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 2795.0,
    "trend_reference": 2652.57666,
    "distance_from_trend": 0.053692,
    "trend_direction": "Weakening",
    "fair_value": 3753.570062,
    "distance_from_fair_value": -0.255376,
    "fair_value_direction": "Improving",
    "relative_strength": -27.006765,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.029177,
    "excess_performance": 0.02549,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.053692,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.224361,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.255376,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.051852,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.270068,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.209201,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.029177,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.826475,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 731,
      "relative_activity": 0.188269,
      "balance": 1.826475,
      "dry_up": 0.737557,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.107162,
      "annualized_volatility": 0.744376,
      "from_high_reference": -0.549194,
      "from_low_reference": 0.376847
    },
    "levels": {
      "trend_reference": 2652.57666,
      "fair_value_reference": 3753.570062,
      "structural_low": 2030.0,
      "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": 3,
        "median_return": 0.201646,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.116923,
        "regime_survival": 0.333333,
        "best_return": 0.210731,
        "worst_return": -0.159659,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": 0.126954,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.032967,
        "regime_survival": 0.0,
        "best_return": 0.593964,
        "worst_return": -0.340057,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.058459,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.099004,
        "regime_survival": 0.0,
        "best_return": 0.542387,
        "worst_return": -0.425469,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.250071,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.476394,
        "regime_survival": 0.0,
        "best_return": -0.1875,
        "worst_return": -0.312642,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-04-05",
        "end": "2024-05-10",
        "tenure": "Developing",
        "return": -0.076821,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-17",
        "end": "2024-06-28",
        "tenure": "Developing",
        "return": 0.230149,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-07-05",
        "end": "2024-08-09",
        "tenure": "Developing",
        "return": -0.128769,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-25",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": 0.010951,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": 0.103694,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": 0.010252,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-04",
        "end": "2025-05-09",
        "tenure": "Developing",
        "return": 0.201646,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-07-25",
        "tenure": "Developing",
        "return": 0.221461,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-01",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": 0.049079,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-17",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.044319,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-28",
        "end": "2025-12-05",
        "tenure": "New",
        "return": -0.04466,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-12",
        "end": "2026-07-17",
        "tenure": "Extended",
        "return": -0.428636,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.140816,
        "active": true
      }
    ],
    "chart_path": [
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      {
        "date": "2026-04-10",
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        "fair_value": 3737.960383,
        "relative_strength": -60.993243,
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        "date": "2026-04-17",
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        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
        "close": 3130.0,
        "volume": 10020,
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        "trend": 3526.243994,
        "fair_value": 3762.10378,
        "relative_strength": -34.646811,
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      },
      {
        "date": "2026-05-29",
        "close": 2421.169922,
        "volume": 19508,
        "typical_volume": 3826.95,
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        "fair_value": 3761.245895,
        "relative_strength": -48.842933,
        "stage": 4,
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      },
      {
        "date": "2026-06-05",
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        "trend": 3301.891325,
        "fair_value": 3759.495895,
        "relative_strength": -49.083839,
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        "modifier": "Established contraction",
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        "energy": 27.156444,
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      },
      {
        "date": "2026-06-12",
        "close": 2223.560059,
        "volume": 1424,
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        "fair_value": 3756.557177,
        "relative_strength": -50.778717,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.100224,
        "energy": 43.287596,
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        "date": "2026-06-19",
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        "volume": 0,
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      },
      {
        "date": "2026-06-26",
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        "volume": 167,
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        "relative_strength": -46.223995,
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      },
      {
        "date": "2026-07-03",
        "close": 2578.5,
        "volume": 0,
        "typical_volume": 3823.75,
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        "fair_value": 3752.284742,
        "relative_strength": -38.550043,
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        "energy": 41.560656,
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      },
      {
        "date": "2026-07-10",
        "close": 2445.0,
        "volume": 672,
        "typical_volume": 3798.9,
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        "fair_value": 3752.393716,
        "relative_strength": -40.081743,
        "stage": 4,
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        "gate": "down",
        "direction": -50.23225,
        "energy": 32.027373,
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      },
      {
        "date": "2026-07-17",
        "close": 2530.0,
        "volume": 2727,
        "typical_volume": 3521.15,
        "trend": 2804.52666,
        "fair_value": 3752.207883,
        "relative_strength": -36.981961,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.633705,
        "energy": 15.983377,
        "activity_lines": [
          2458.366667,
          2422.616548,
          2444.985284,
          2543.830448
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      },
      {
        "date": "2026-07-24",
        "close": 2450.0,
        "volume": 3842,
        "typical_volume": 3654.05,
        "trend": 2738.593327,
        "fair_value": 3750.996344,
        "relative_strength": -37.620495,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -28.479636,
        "energy": 17.336399,
        "activity_lines": [
          2477.8,
          2416.765092,
          2442.163142,
          2520.95776
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2596.5,
        "volume": 4155,
        "typical_volume": 3861.3,
        "trend": 2689.409993,
        "fair_value": 3751.646985,
        "relative_strength": -33.187862,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.204212,
        "energy": 11.947266,
        "activity_lines": [
          2522.733333,
          2444.033638,
          2455.540999,
          2511.790449
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      },
      {
        "date": "2026-08-07",
        "close": 2795.0,
        "volume": 731,
        "typical_volume": 3882.75,
        "trend": 2652.57666,
        "fair_value": 3753.570062,
        "relative_strength": -27.006765,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 6.303273,
        "energy": 14.21717,
        "activity_lines": [
          2614.4,
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          2488.245047,
          2518.602707
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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."
    }
  }
}