{
  "ticker": {
    "uuid": "18478021-a5b0-409d-85c1-f756c0734530",
    "symbol": "SONO",
    "name": "Sonos 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": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 49.715,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 17.36,
    "architecture_energy": 15.003,
    "architecture_maturity": 31.788,
    "architecture_confidence": 59.346,
    "architecture_tenure": "Developing",
    "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": 62.16,
        "rotation_up": 48.01,
        "upward_expansion": 38.38,
        "deceleration": 34.96,
        "rotation_down": 22.13,
        "downward_expansion": 15.71
      },
      "activity_lines": [
        15.042,
        14.742727,
        14.764,
        14.649462
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 15.64,
    "trend_reference": 14.678333,
    "distance_from_trend": 0.065516,
    "trend_direction": "Weakening",
    "fair_value": 14.223397,
    "distance_from_fair_value": 0.099597,
    "fair_value_direction": "Improving",
    "relative_strength": -11.561912,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.084309,
    "excess_performance": -0.271763,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.065516,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.062766,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.099597,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.046398,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.115619,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.005243,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.084309,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.870622,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 8203506,
      "relative_activity": 0.964174,
      "balance": 0.870622,
      "dry_up": 1.332073,
      "accumulation_observations": 2,
      "distribution_observations": 5
    },
    "risk": {
      "range_context": 0.099399,
      "annualized_volatility": 0.358966,
      "from_high_reference": -0.210898,
      "from_low_reference": 0.394561
    },
    "levels": {
      "trend_reference": 14.678333,
      "fair_value_reference": 14.223397,
      "structural_low": 12.44,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": 0.011159,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": -0.030606,
        "regime_survival": 0.363636,
        "best_return": 0.343629,
        "worst_return": -0.17821,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.019262,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.084544,
        "regime_survival": 0.166667,
        "best_return": 0.529676,
        "worst_return": -0.257581,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.165517,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.232518,
        "regime_survival": 0.0,
        "best_return": 0.572842,
        "worst_return": -0.463122,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.014201,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.254141,
        "regime_survival": 0.0,
        "best_return": 0.268966,
        "worst_return": -0.431479,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-28",
        "end": "2024-11-08",
        "tenure": "Established",
        "return": -0.062331,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-12-06",
        "tenure": "New",
        "return": 0.126437,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-01-03",
        "tenure": "New",
        "return": 0.035003,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-10",
        "end": "2025-01-24",
        "tenure": "New",
        "return": -0.040634,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-03-07",
        "tenure": "Developing",
        "return": -0.06599,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "tenure": "New",
        "return": -0.247373,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.34125,
        "active": false
      },
      {
        "regime": "balance",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "rotation_up",
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        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2026-01-09",
        "tenure": "Established",
        "return": 0.099141,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2026-03-06",
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        "return": -0.099685,
        "active": false
      },
      {
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      {
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        "active": false
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      {
        "regime": "balance",
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        "color": "blue",
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        "active": true
      }
    ],
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      {
        "date": "2026-04-24",
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      },
      {
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 8081982.35,
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        "fair_value": 14.239295,
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        "stage": 4,
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        "energy": 18.836567,
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      },
      {
        "date": "2026-07-24",
        "close": 14.69,
        "volume": 7871065,
        "typical_volume": 8076733.9,
        "trend": 14.805667,
        "fair_value": 14.224038,
        "relative_strength": -11.920536,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -28.754609,
        "energy": 12.889736,
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 14.66,
        "volume": 15338298,
        "typical_volume": 8453060.05,
        "trend": 14.711333,
        "fair_value": 14.213782,
        "relative_strength": -12.755297,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -16.720674,
        "energy": 9.038423,
        "activity_lines": [
          14.667333,
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          14.649619,
          14.589548
        ]
      },
      {
        "date": "2026-08-07",
        "close": 15.64,
        "volume": 8203506,
        "typical_volume": 8508321.65,
        "trend": 14.678333,
        "fair_value": 14.223397,
        "relative_strength": -11.561912,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 17.360267,
        "energy": 15.002912,
        "activity_lines": [
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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."
    }
  }
}