{
  "ticker": {
    "uuid": "464298c2-08e7-4194-874d-353daef32782",
    "symbol": "LZB",
    "name": "La-Z-Boy Incorporated",
    "exchange": "NYSE",
    "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": "SPY",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 68.261,
    "architecture_energy": 42.978,
    "architecture_maturity": 27.857,
    "architecture_confidence": 73.673,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 27.11,
        "rotation_up": 51.62,
        "upward_expansion": 76.08,
        "deceleration": 64.27,
        "rotation_down": 21.26,
        "downward_expansion": 5.08
      },
      "activity_lines": [
        40.412,
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        38.590521,
        37.498719
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 42.14,
    "trend_reference": 36.68616,
    "distance_from_trend": 0.148662,
    "trend_direction": "Improving",
    "fair_value": 36.335379,
    "distance_from_fair_value": 0.159751,
    "fair_value_direction": "Improving",
    "relative_strength": 4.556051,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.100782,
    "excess_performance": -0.024843,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.148662,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.028489,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.159751,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.156303,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.045561,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.167952,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.100782,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.909786,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1785237,
      "relative_activity": 0.784406,
      "balance": 1.909786,
      "dry_up": 0.786785,
      "accumulation_observations": 2,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.074212,
      "annualized_volatility": 0.267517,
      "from_high_reference": -0.06147,
      "from_low_reference": 0.480389
    },
    "levels": {
      "trend_reference": 36.68616,
      "fair_value_reference": 36.335379,
      "structural_low": 31.04378,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 18,
        "median_return": -0.026171,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.030024,
        "regime_survival": 0.555556,
        "best_return": 0.08431,
        "worst_return": -0.14055,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.045913,
        "positive_rate": 0.125,
        "directional_follow_through": 0.125,
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        "regime_survival": 0.25,
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        "worst_return": -0.174126,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
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        "directional_follow_through": 0.666667,
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        "worst_return": -0.175249,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
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        "worst_return": -0.155035,
        "sufficient": false
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        "regime": "rotation_down",
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      {
        "regime": "downward_expansion",
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        "regime": "balance",
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-07-03",
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      },
      {
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      },
      {
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        "direction": 61.094798,
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 2380350.9,
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        "direction": 56.805281,
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      },
      {
        "date": "2026-07-31",
        "close": 39.38,
        "volume": 1490303,
        "typical_volume": 2343914.9,
        "trend": 36.583209,
        "fair_value": 36.25335,
        "relative_strength": 1.083937,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 53.149137,
        "energy": 33.267561,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 42.14,
        "volume": 1785237,
        "typical_volume": 2275909.0,
        "trend": 36.68616,
        "fair_value": 36.335379,
        "relative_strength": 4.556051,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.260794,
        "energy": 42.977763,
        "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."
    }
  }
}