{
  "ticker": {
    "uuid": "f278f089-ef86-4bde-9d95-b12aee06e24b",
    "symbol": "POOL",
    "name": "Pool Corporation",
    "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": 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": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -23.181,
    "architecture_energy": 16.299,
    "architecture_maturity": 26.265,
    "architecture_confidence": 64.948,
    "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": 59.33,
        "rotation_up": 31.04,
        "upward_expansion": 18.51,
        "deceleration": 39.66,
        "rotation_down": 21.94,
        "downward_expansion": 56.85
      },
      "activity_lines": [
        3538.8,
        3541.099441,
        3492.113471,
        3559.288395
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 3530.0,
    "trend_reference": 3736.048657,
    "distance_from_trend": -0.055151,
    "trend_direction": "Weakening",
    "fair_value": 5754.415216,
    "distance_from_fair_value": -0.386558,
    "fair_value_direction": "Improving",
    "relative_strength": -20.805061,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.205471,
    "excess_performance": -0.150804,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.055151,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.072012,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.386558,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.019756,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.208051,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.149081,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.205471,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.512,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 0,
      "relative_activity": 0.0,
      "balance": 0.512,
      "dry_up": 0.290832,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.031018,
      "annualized_volatility": 0.478333,
      "from_high_reference": -0.429786,
      "from_low_reference": 0.161184
    },
    "levels": {
      "trend_reference": 3736.048657,
      "fair_value_reference": 5754.415216,
      "structural_low": 3040.0,
      "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": 5,
        "median_return": -0.010881,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.076563,
        "regime_survival": 0.2,
        "best_return": 0.080024,
        "worst_return": -0.06768,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.008312,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.088152,
        "regime_survival": 0.0,
        "best_return": 0.072791,
        "worst_return": -0.270363,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.164483,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.283866,
        "regime_survival": 0.0,
        "best_return": 0.067783,
        "worst_return": -0.39675,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": -0.135777,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.135337,
        "regime_survival": 0.0,
        "best_return": -0.135777,
        "worst_return": -0.135777,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-11-17",
        "end": "2023-12-01",
        "tenure": "New",
        "return": 0.05995,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-12-08",
        "end": "2023-12-15",
        "tenure": "New",
        "return": -0.010546,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-12-22",
        "end": "2024-04-05",
        "tenure": "Established",
        "return": -0.010256,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-04-12",
        "end": "2024-06-14",
        "tenure": "Developing",
        "return": 0.007668,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-21",
        "end": "2024-07-26",
        "tenure": "Developing",
        "return": -0.022134,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-08-02",
        "end": "2024-09-27",
        "tenure": "Developing",
        "return": 0.046937,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-04",
        "end": "2024-12-27",
        "tenure": "Established",
        "return": -0.040021,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-01-03",
        "end": "2025-01-10",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-17",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": -0.048898,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-14",
        "end": "2025-03-21",
        "tenure": "New",
        "return": 0.00395,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-28",
        "end": "2025-08-15",
        "tenure": "Established",
        "return": -0.063349,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-22",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": -0.058161,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-17",
        "end": "2026-07-17",
        "tenure": "Extended",
        "return": -0.345666,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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      {
        "date": "2026-04-03",
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        "date": "2026-04-24",
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        "date": "2026-05-15",
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      {
        "date": "2026-05-22",
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      {
        "date": "2026-05-29",
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        "relative_strength": -38.406951,
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      {
        "date": "2026-06-12",
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      {
        "date": "2026-07-03",
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      {
        "date": "2026-07-10",
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        "energy": 30.356858,
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      },
      {
        "date": "2026-07-17",
        "close": 3530.0,
        "volume": 151,
        "typical_volume": 335.7,
        "trend": 3799.952222,
        "fair_value": 5808.476852,
        "relative_strength": -23.707041,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -18.266141,
        "energy": 29.757709,
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          3592.653971,
          3480.826523,
          3493.402298,
          3607.414401
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      },
      {
        "date": "2026-07-24",
        "close": 3530.0,
        "volume": 0,
        "typical_volume": 322.65,
        "trend": 3778.651034,
        "fair_value": 5791.835416,
        "relative_strength": -22.380983,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -7.678752,
        "energy": 23.532599,
        "activity_lines": [
          3581.231982,
          3509.420526,
          3491.864245,
          3589.998129
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      },
      {
        "date": "2026-07-31",
        "close": 3530.0,
        "volume": 0,
        "typical_volume": 220.55,
        "trend": 3757.349845,
        "fair_value": 5773.128833,
        "relative_strength": -21.881478,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -9.946135,
        "energy": 17.093932,
        "activity_lines": [
          3560.67666,
          3529.105438,
          3491.599222,
          3573.956127
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      },
      {
        "date": "2026-08-07",
        "close": 3530.0,
        "volume": 0,
        "typical_volume": 129.8,
        "trend": 3736.048657,
        "fair_value": 5754.415216,
        "relative_strength": -20.805061,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -23.180502,
        "energy": 16.299383,
        "activity_lines": [
          3538.8,
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          3492.113471,
          3559.288395
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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."
    }
  }
}