{
  "ticker": {
    "uuid": "0aa29d52-fead-4321-9734-5d34356d865a",
    "symbol": "QUAD",
    "name": "Quad Graphics Inc",
    "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": "2c",
    "phase_label": "Stage 2C \u00b7 Late 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": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 86.85,
    "architecture_energy": 93.119,
    "architecture_maturity": 36.0,
    "architecture_confidence": 79.471,
    "architecture_tenure": "Developing",
    "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": 3.33,
        "rotation_up": 84.13,
        "upward_expansion": 97.4,
        "deceleration": 41.93,
        "rotation_down": 8.65,
        "downward_expansion": 21.73
      },
      "activity_lines": [
        9.538,
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        8.357288,
        7.952369
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 10.18,
    "trend_reference": 7.411999,
    "distance_from_trend": 0.373449,
    "trend_direction": "Improving",
    "fair_value": 5.606716,
    "distance_from_fair_value": 0.81568,
    "fair_value_direction": "Improving",
    "relative_strength": 34.966617,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.656797,
    "excess_performance": 0.531172,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.373449,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.14152,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.81568,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.414057,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.349666,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.263468,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.656797,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.43795,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2751080,
      "relative_activity": 2.521374,
      "balance": 1.43795,
      "dry_up": 1.472452,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.068171,
      "annualized_volatility": 0.42971,
      "from_high_reference": -0.086586,
      "from_low_reference": 1.045109
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    "levels": {
      "trend_reference": 7.411999,
      "fair_value_reference": 5.606716,
      "structural_low": 5.852722,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 23,
        "median_return": -0.023546,
        "positive_rate": 0.434783,
        "directional_follow_through": 0.434783,
        "median_excess_return": 0.003308,
        "regime_survival": 0.608696,
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        "worst_return": -0.308029,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
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        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
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        "regime_survival": 0.25,
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        "worst_return": -0.303175,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
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        "sufficient": true
      },
      {
        "horizon": "Full cycle",
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        "worst_return": -0.080851,
        "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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        "regime": "rotation_up",
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        "regime": "upward_expansion",
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      },
      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 968480.05,
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        "fair_value": 5.542934,
        "relative_strength": 17.779598,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 62.999832,
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      },
      {
        "date": "2026-07-31",
        "close": 10.39,
        "volume": 2530637,
        "typical_volume": 1041955.05,
        "trend": 7.27197,
        "fair_value": 5.577349,
        "relative_strength": 43.664712,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 93.916842,
        "energy": 90.526222,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 10.18,
        "volume": 2751080,
        "typical_volume": 1091103.4,
        "trend": 7.411999,
        "fair_value": 5.606716,
        "relative_strength": 34.966617,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 86.85038,
        "energy": 93.118533,
        "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."
    }
  }
}