{
  "ticker": {
    "uuid": "b8938835-8256-42c7-9677-e643d644deb0",
    "symbol": "AZOI34",
    "name": "AutoZone, Inc.",
    "exchange": "SAO",
    "country": "BR",
    "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": "^BVSP",
    "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": -62.045,
    "architecture_energy": 53.073,
    "architecture_maturity": 82.997,
    "architecture_confidence": 92.963,
    "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": 12.55,
        "rotation_up": 21.62,
        "upward_expansion": 8.32,
        "deceleration": 52.59,
        "rotation_down": 57.93,
        "downward_expansion": 81.66
      },
      "activity_lines": [
        69.752666,
        70.713636,
        72.616809,
        75.160709
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 70.989998,
    "trend_reference": 78.817,
    "distance_from_trend": -0.099306,
    "trend_direction": "Weakening",
    "fair_value": 79.879423,
    "distance_from_fair_value": -0.111286,
    "fair_value_direction": "Weakening",
    "relative_strength": -21.220736,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.200653,
    "excess_performance": -0.143605,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.099306,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.06968,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.111286,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.122674,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.212207,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.060826,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.200653,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.913709,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1101,
      "relative_activity": 1.052028,
      "balance": 0.913709,
      "dry_up": 2.601405,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.049931,
      "annualized_volatility": 0.310222,
      "from_high_reference": -0.334053,
      "from_low_reference": 0.052171
    },
    "levels": {
      "trend_reference": 78.817,
      "fair_value_reference": 79.879423,
      "structural_low": 67.470001,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 11,
        "median_return": -0.016575,
        "positive_rate": 0.454545,
        "directional_follow_through": 0.545455,
        "median_excess_return": -0.004681,
        "regime_survival": 0.818182,
        "best_return": 0.069317,
        "worst_return": -0.105721,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "median_return": 0.006207,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.031392,
        "regime_survival": 0.5,
        "best_return": 0.167406,
        "worst_return": -0.084949,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.085409,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
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        "regime_survival": 0.333333,
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        "worst_return": -0.146259,
        "sufficient": false
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      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.327186,
        "positive_rate": 1.0,
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        "worst_return": 0.261977,
        "sufficient": false
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        "end": "2024-09-13",
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        "regime": "deceleration",
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        "end": "2024-10-18",
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        "end": "2025-05-23",
        "tenure": "New",
        "return": 0.028713,
        "active": false
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        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-06-27",
        "tenure": "New",
        "return": -0.017682,
        "active": false
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        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-07-18",
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        "return": 0.032544,
        "active": false
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        "regime": "balance",
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.299811,
        "energy": 49.915707,
        "activity_lines": [
          81.131333,
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          83.395333,
          84.87843
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      },
      {
        "date": "2026-05-08",
        "close": 79.360001,
        "volume": 1012,
        "typical_volume": 1577.5,
        "trend": 86.730667,
        "fair_value": 78.46641,
        "relative_strength": -27.303292,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 45.080946,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "volume": 6,
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        "relative_strength": -28.016387,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -84.025518,
        "energy": 59.003561,
        "activity_lines": [
          78.920667,
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          82.05119,
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      },
      {
        "date": "2026-05-22",
        "close": 78.489998,
        "volume": 1006,
        "typical_volume": 1296.3,
        "trend": 85.452,
        "fair_value": 78.709103,
        "relative_strength": -23.51376,
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.85395,
        "energy": 48.99295,
        "activity_lines": [
          78.500666,
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      },
      {
        "date": "2026-05-29",
        "close": 67.699997,
        "volume": 867,
        "typical_volume": 1043.5,
        "trend": 84.720333,
        "fair_value": 78.793718,
        "relative_strength": -32.388388,
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 89.723992,
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      },
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        "date": "2026-06-05",
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        "volume": 0,
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        "relative_strength": -26.460173,
        "stage": 4,
        "regime": "downward_expansion",
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        "activity_lines": [
          72.698666,
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      },
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        "date": "2026-06-12",
        "close": 71.120003,
        "volume": 0,
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        "trend": 83.381667,
        "fair_value": 79.019744,
        "relative_strength": -26.596607,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -72.719647,
        "energy": 88.414729,
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "volume": 1000,
        "typical_volume": 989.05,
        "trend": 81.895667,
        "fair_value": 79.27109,
        "relative_strength": -23.295491,
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        "gate": "down",
        "direction": -64.797893,
        "energy": 67.614517,
        "activity_lines": [
          72.394,
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          76.596524,
          79.034387
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      },
      {
        "date": "2026-07-03",
        "close": 74.349998,
        "volume": 0,
        "typical_volume": 975.9,
        "trend": 81.223667,
        "fair_value": 79.395897,
        "relative_strength": -22.853064,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.250162,
        "energy": 51.047789,
        "activity_lines": [
          73.377333,
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      },
      {
        "date": "2026-07-10",
        "close": 69.93,
        "volume": 2731,
        "typical_volume": 1111.95,
        "trend": 80.734,
        "fair_value": 79.487051,
        "relative_strength": -28.169992,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -76.326732,
        "energy": 55.034319,
        "activity_lines": [
          72.444,
          72.548909,
          75.258428,
          77.818946
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      },
      {
        "date": "2026-07-17",
        "close": 70.57,
        "volume": 2721,
        "typical_volume": 1235.35,
        "trend": 80.230667,
        "fair_value": 79.595,
        "relative_strength": -24.988823,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.84133,
        "energy": 53.383257,
        "activity_lines": [
          71.793333,
          72.032,
          74.565762,
          77.163204
        ]
      },
      {
        "date": "2026-07-24",
        "close": 67.610001,
        "volume": 5018,
        "typical_volume": 1485.6,
        "trend": 79.582667,
        "fair_value": 79.685705,
        "relative_strength": -27.403114,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.255224,
        "energy": 60.058745,
        "activity_lines": [
          70.192667,
          71.136727,
          73.66219,
          76.348968
        ]
      },
      {
        "date": "2026-07-31",
        "close": 69.360001,
        "volume": 2050,
        "typical_volume": 1008.5,
        "trend": 79.185333,
        "fair_value": 79.780256,
        "relative_strength": -26.27714,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.585624,
        "energy": 56.955715,
        "activity_lines": [
          69.544,
          70.694,
          73.021952,
          75.689441
        ]
      },
      {
        "date": "2026-08-07",
        "close": 70.989998,
        "volume": 1101,
        "typical_volume": 1046.55,
        "trend": 78.817,
        "fair_value": 79.879423,
        "relative_strength": -21.220736,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.045166,
        "energy": 53.073353,
        "activity_lines": [
          69.752666,
          70.713636,
          72.616809,
          75.160709
        ]
      }
    ],
    "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."
    }
  }
}