{
  "ticker": {
    "uuid": "70c2612c-a771-4b4c-a76c-5d0ca40aba7c",
    "symbol": "KBWY",
    "name": "INVESCO KBW PREMIUM YIELD EQUITY REIT ETF",
    "exchange": "NASDAQ",
    "country": "US",
    "assetType": "etf"
  },
  "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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 51.681,
    "architecture_energy": 49.091,
    "architecture_maturity": 82.276,
    "architecture_confidence": 60.899,
    "architecture_tenure": "Established",
    "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": 20.34,
        "rotation_up": 47.1,
        "upward_expansion": 73.89,
        "deceleration": 65.22,
        "rotation_down": 26.24,
        "downward_expansion": 14.89
      },
      "activity_lines": [
        18.484333,
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        17.986261,
        17.440737
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 18.2,
    "trend_reference": 16.81174,
    "distance_from_trend": 0.082577,
    "trend_direction": "Improving",
    "fair_value": 15.470501,
    "distance_from_fair_value": 0.176432,
    "fair_value_direction": "Improving",
    "relative_strength": -0.079845,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.140335,
    "excess_performance": -0.047118,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.082577,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.075397,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.176432,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.050284,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.000798,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.058458,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.140335,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.990812,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 907970,
      "relative_activity": 1.366492,
      "balance": 0.990812,
      "dry_up": 1.144754,
      "accumulation_observations": 3,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.035202,
      "annualized_volatility": 0.179205,
      "from_high_reference": -0.053445,
      "from_low_reference": 0.306364
    },
    "levels": {
      "trend_reference": 16.81174,
      "fair_value_reference": 15.470501,
      "structural_low": 14.704296,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 24,
        "median_return": 0.001325,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.012025,
        "regime_survival": 0.708333,
        "best_return": 0.072266,
        "worst_return": -0.108383,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": 0.018772,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": 0.005288,
        "regime_survival": 0.545455,
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        "worst_return": -0.113832,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.019057,
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        "directional_follow_through": 0.4,
        "median_excess_return": 0.007425,
        "regime_survival": 0.2,
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        "worst_return": -0.111395,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "directional_follow_through": 0.666667,
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        "regime_survival": 0.666667,
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        "worst_return": -0.161323,
        "sufficient": false
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        "color": "amber",
        "start": "2024-02-02",
        "end": "2024-03-01",
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        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "balance",
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      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
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        "regime": "downward_expansion",
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        "end": "2025-06-20",
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      },
      {
        "date": "2026-07-17",
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      },
      {
        "date": "2026-07-24",
        "close": 18.7567,
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        "typical_volume": 638813.4,
        "trend": 16.607862,
        "fair_value": 15.427071,
        "relative_strength": 8.972362,
        "stage": 2,
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        "modifier": "Established expansion",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 18.39,
        "volume": 834034,
        "typical_volume": 653594.9,
        "trend": 16.721231,
        "fair_value": 15.449595,
        "relative_strength": 6.156969,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.792478,
        "energy": 58.964825,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 18.2,
        "volume": 907970,
        "typical_volume": 664453.35,
        "trend": 16.81174,
        "fair_value": 15.470501,
        "relative_strength": -0.079845,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 51.680695,
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        "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."
    }
  }
}