{
  "ticker": {
    "uuid": "ce39d66c-693f-4bd1-98d4-81853190121e",
    "symbol": "AEP",
    "name": "American Electric Power Co 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": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "up",
    "architecture_direction": 7.351,
    "architecture_energy": 13.253,
    "architecture_maturity": 21.424,
    "architecture_confidence": 75.392,
    "architecture_tenure": "New",
    "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": 62.19,
        "rotation_up": 21.01,
        "upward_expansion": 50.87,
        "deceleration": 86.96,
        "rotation_down": 37.69,
        "downward_expansion": 25.87
      },
      "activity_lines": [
        129.758667,
        131.778364,
        131.543879,
        131.090129
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 125.73,
    "trend_reference": 129.356107,
    "distance_from_trend": -0.028032,
    "trend_direction": "Improving",
    "fair_value": 98.820502,
    "distance_from_fair_value": 0.272307,
    "fair_value_direction": "Weakening",
    "relative_strength": -10.115783,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.056624,
    "excess_performance": -0.13083,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.028032,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.042069,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.272307,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.109484,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.101158,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.041487,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.056624,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.616935,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 23560034,
      "relative_activity": 1.129857,
      "balance": 0.616935,
      "dry_up": 0.979024,
      "accumulation_observations": 4,
      "distribution_observations": 6
    },
    "risk": {
      "range_context": 0.051443,
      "annualized_volatility": 0.264253,
      "from_high_reference": -0.105634,
      "from_low_reference": 0.21693
    },
    "levels": {
      "trend_reference": 129.356107,
      "fair_value_reference": 98.820502,
      "structural_low": 118.125409,
      "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": 17,
        "median_return": 0.013038,
        "positive_rate": 0.705882,
        "directional_follow_through": 0.705882,
        "median_excess_return": 0.016156,
        "regime_survival": 0.470588,
        "best_return": 0.120868,
        "worst_return": -0.087061,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.022689,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.015997,
        "regime_survival": 0.125,
        "best_return": 0.104954,
        "worst_return": -0.085383,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.082293,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": 0.027528,
        "regime_survival": 0.2,
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        "worst_return": -0.02828,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.201493,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.01881,
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        "best_return": 0.290619,
        "worst_return": -0.034328,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-12-20",
        "tenure": "Developing",
        "return": -0.069969,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-01-24",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.020232,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-02-28",
        "tenure": "New",
        "return": 0.041442,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-05-30",
        "tenure": "Established",
        "return": -0.002013,
        "active": false
      },
      {
        "regime": "balance",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2025-09-19",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-10-10",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": false
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      {
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      {
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      {
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      {
        "regime": "balance",
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        "return": 0.0,
        "active": true
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        "date": "2026-04-10",
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      },
      {
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      },
      {
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        "stage": 2,
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 20896598.3,
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        "fair_value": 97.75326,
        "relative_strength": -1.988507,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 51.834295,
        "energy": 52.309302,
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      },
      {
        "date": "2026-07-24",
        "close": 135.54,
        "volume": 16404770,
        "typical_volume": 20638908.65,
        "trend": 128.544685,
        "fair_value": 98.131751,
        "relative_strength": 2.06837,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 52.433679,
        "energy": 42.296462,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 127.85,
        "volume": 22205135,
        "typical_volume": 20931976.55,
        "trend": 129.003788,
        "fair_value": 98.484942,
        "relative_strength": -4.118616,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 20.678298,
        "energy": 10.117188,
        "activity_lines": [
          132.48,
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      },
      {
        "date": "2026-08-07",
        "close": 125.73,
        "volume": 23560034,
        "typical_volume": 20852219.1,
        "trend": 129.356107,
        "fair_value": 98.820502,
        "relative_strength": -10.115783,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 7.350965,
        "energy": 13.252578,
        "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."
    }
  }
}