{
  "ticker": {
    "uuid": "b5876108-4c37-4dda-afc6-a00ec226b9ac",
    "symbol": "ZEO",
    "name": "Zeo Energy Corp.",
    "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": 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": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -60.826,
    "architecture_energy": 50.283,
    "architecture_maturity": 32.0,
    "architecture_confidence": 86.357,
    "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": 17.07,
        "rotation_up": 13.62,
        "upward_expansion": 7.64,
        "deceleration": 45.86,
        "rotation_down": 66.78,
        "downward_expansion": 83.31
      },
      "activity_lines": [
        0.550207,
        0.594471,
        0.679452,
        0.730931
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 0.5809,
    "trend_reference": 0.812647,
    "distance_from_trend": -0.285175,
    "trend_direction": "Weakening",
    "fair_value": 3.801086,
    "distance_from_fair_value": -0.847175,
    "fair_value_direction": "Weakening",
    "relative_strength": -53.500427,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.377785,
    "excess_performance": -0.565239,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.285175,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.192141,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.847175,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.038714,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.535004,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.004004,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.377785,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.083935,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3314824,
      "relative_activity": 1.228097,
      "balance": 0.083935,
      "dry_up": 4.02403,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.303918,
      "annualized_volatility": 1.02015,
      "from_high_reference": -0.770395,
      "from_low_reference": 0.604696
    },
    "levels": {
      "trend_reference": 0.812647,
      "fair_value_reference": 3.801086,
      "structural_low": 0.362,
      "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": 21,
        "median_return": -0.073529,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.099344,
        "regime_survival": 0.857143,
        "best_return": 1.540741,
        "worst_return": -0.514959,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.21326,
        "positive_rate": 0.375,
        "directional_follow_through": 0.625,
        "median_excess_return": -0.251837,
        "regime_survival": 0.75,
        "best_return": 0.612403,
        "worst_return": -0.591288,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.261378,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.450933,
        "regime_survival": 0.5,
        "best_return": 0.092093,
        "worst_return": -0.693301,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.56517,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.84587,
        "regime_survival": 0.0,
        "best_return": -0.465283,
        "worst_return": -0.665056,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-01-26",
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        "return": 0.012433,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-02-02",
        "end": "2024-02-23",
        "tenure": "New",
        "return": 0.014109,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-03-01",
        "end": "2024-12-27",
        "tenure": "Extended",
        "return": -0.536232,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-02-07",
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      },
      {
        "regime": "balance",
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        "active": false
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      {
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        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-04-25",
        "tenure": "Developing",
        "return": 0.049383,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-05-02",
        "end": "2025-05-16",
        "tenure": "New",
        "return": -0.098266,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-23",
        "end": "2025-05-23",
        "tenure": "New",
        "return": 0.0,
        "active": false
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      {
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        "label": "Rotation Up",
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        "return": -0.194175,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-08-29",
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        "return": -0.357977,
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        "return": -0.037313,
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        "regime": "balance",
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        "date": "2026-05-08",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "relative_strength": -55.716744,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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      },
      {
        "date": "2026-07-17",
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        "volume": 371752,
        "typical_volume": 638908.0,
        "trend": 0.864397,
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        "relative_strength": -59.779164,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.870538,
        "energy": 71.875879,
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          0.618293,
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          0.737289,
          0.790487
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.54,
        "volume": 162008,
        "typical_volume": 601212.25,
        "trend": 0.851263,
        "fair_value": 3.934602,
        "relative_strength": -57.615757,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.373579,
        "energy": 73.133306,
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          0.584567,
          0.647511,
          0.715961,
          0.769558
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      },
      {
        "date": "2026-07-31",
        "close": 0.5006,
        "volume": 39597348,
        "typical_volume": 2559675.75,
        "trend": 0.82895,
        "fair_value": 3.867587,
        "relative_strength": -59.357242,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.37072,
        "energy": 64.364912,
        "activity_lines": [
          0.54936,
          0.610513,
          0.692807,
          0.746934
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.5809,
        "volume": 3314824,
        "typical_volume": 2699155.7,
        "trend": 0.812647,
        "fair_value": 3.801086,
        "relative_strength": -53.500427,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.825862,
        "energy": 50.28348,
        "activity_lines": [
          0.550207,
          0.594471,
          0.679452,
          0.730931
        ]
      }
    ],
    "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."
    }
  }
}