{
  "ticker": {
    "uuid": "dbe2ac29-4d41-4920-8350-ba065aceeb8d",
    "symbol": "IBP",
    "name": "Installed Building Products 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": 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": -29.615,
    "architecture_energy": 17.387,
    "architecture_maturity": 68.966,
    "architecture_confidence": 76.375,
    "architecture_tenure": "Developing",
    "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": 42.73,
        "rotation_up": 30.41,
        "upward_expansion": 21.23,
        "deceleration": 43.04,
        "rotation_down": 22.45,
        "downward_expansion": 55.23
      },
      "activity_lines": [
        231.782,
        228.321969,
        229.504021,
        242.163333
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 244.05,
    "trend_reference": 261.124266,
    "distance_from_trend": -0.065388,
    "trend_direction": "Weakening",
    "fair_value": 211.883214,
    "distance_from_fair_value": 0.151814,
    "fair_value_direction": "Improving",
    "relative_strength": -16.924744,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.250921,
    "excess_performance": -0.376546,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.065388,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.050246,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.151814,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.076479,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.169247,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.048662,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.250921,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.882578,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 2058079,
      "relative_activity": 0.986817,
      "balance": 0.882578,
      "dry_up": 0.971974,
      "accumulation_observations": 5,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.079343,
      "annualized_volatility": 0.512474,
      "from_high_reference": -0.29402,
      "from_low_reference": 0.26615
    },
    "levels": {
      "trend_reference": 261.124266,
      "fair_value_reference": 211.883214,
      "structural_low": 192.749617,
      "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": 18,
        "median_return": 0.042247,
        "positive_rate": 0.611111,
        "directional_follow_through": 0.388889,
        "median_excess_return": 0.02899,
        "regime_survival": 0.777778,
        "best_return": 0.251533,
        "worst_return": -0.235702,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.095575,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.057129,
        "regime_survival": 0.333333,
        "best_return": 0.399862,
        "worst_return": -0.167339,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.079554,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": 0.138641,
        "regime_survival": 0.25,
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        "worst_return": -0.255941,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.559178,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.385428,
        "regime_survival": 0.0,
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        "worst_return": -0.166597,
        "sufficient": false
      }
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        "end": "2023-11-24",
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        "return": 0.240725,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2023-12-08",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "tenure": "Developing",
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      },
      {
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-12-20",
        "tenure": "Established",
        "return": -0.257406,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-06-20",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "return": 0.089718,
        "active": false
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      {
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      },
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      },
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        "date": "2026-07-17",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 2105982.8,
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        "fair_value": 210.789913,
        "relative_strength": -19.481978,
        "stage": 4,
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        "modifier": "Established contraction",
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      },
      {
        "date": "2026-07-31",
        "close": 222.94,
        "volume": 1841825,
        "typical_volume": 2092777.25,
        "trend": 262.776536,
        "fair_value": 211.267205,
        "relative_strength": -21.796533,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "direction": -38.80867,
        "energy": 24.411375,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 244.05,
        "volume": 2058079,
        "typical_volume": 2085572.65,
        "trend": 261.124266,
        "fair_value": 211.883214,
        "relative_strength": -16.924744,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -29.614869,
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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."
    }
  }
}