{
  "ticker": {
    "uuid": "8f731e5e-964f-4d38-8510-c4001f08f8a9",
    "symbol": "AENT",
    "name": "Alliance Entertainment Holding Corporation Class A Common Stock",
    "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": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -49.208,
    "architecture_energy": 28.089,
    "architecture_maturity": 34.811,
    "architecture_confidence": 89.455,
    "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": 44.3,
        "rotation_up": 22.55,
        "upward_expansion": 2.84,
        "deceleration": 52.42,
        "rotation_down": 39.49,
        "downward_expansion": 71.51
      },
      "activity_lines": [
        5.682667,
        5.706545,
        5.964619,
        6.137591
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 5.66,
    "trend_reference": 6.350833,
    "distance_from_trend": -0.108778,
    "trend_direction": "Weakening",
    "fair_value": 4.116371,
    "distance_from_fair_value": 0.374997,
    "fair_value_direction": "Weakening",
    "relative_strength": -23.442602,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.187948,
    "excess_performance": -0.375402,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.108778,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.071606,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.374997,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.462242,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.234426,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.222691,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.187948,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.392799,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 77554,
      "relative_activity": 0.747324,
      "balance": 0.392799,
      "dry_up": 0.704175,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.15418,
      "annualized_volatility": 0.657631,
      "from_high_reference": -0.356818,
      "from_low_reference": 0.298165
    },
    "levels": {
      "trend_reference": 6.350833,
      "fair_value_reference": 4.116371,
      "structural_low": 4.36,
      "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": -0.043752,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.555556,
        "median_excess_return": -0.049502,
        "regime_survival": 0.888889,
        "best_return": 0.785942,
        "worst_return": -0.442211,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.171285,
        "positive_rate": 0.4,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.290389,
        "regime_survival": 0.6,
        "best_return": 0.835237,
        "worst_return": -0.455882,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.068627,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.275672,
        "regime_survival": 0.333333,
        "best_return": 0.967374,
        "worst_return": -0.486146,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.436685,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.011875,
        "regime_survival": 0.0,
        "best_return": 1.39478,
        "worst_return": -0.521411,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-10-18",
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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      },
      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-03-14",
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        "return": -0.446809,
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      {
        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "end": "2025-06-27",
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        "active": false
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      {
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        "regime": "upward_expansion",
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        "active": false
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      {
        "regime": "deceleration",
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        "tenure": "New",
        "return": -0.006231,
        "active": false
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      {
        "regime": "upward_expansion",
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      {
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        "date": "2026-05-01",
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        "fair_value": 3.835397,
        "relative_strength": 15.898406,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-05-22",
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        "energy": 9.358912,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 260412.55,
        "trend": 6.808167,
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      },
      {
        "date": "2026-06-12",
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        "modifier": "Early contraction",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "modifier": "Early contraction",
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        "energy": 65.20727,
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      },
      {
        "date": "2026-07-03",
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        "volume": 60273,
        "typical_volume": 177497.05,
        "trend": 6.670667,
        "fair_value": 4.001403,
        "relative_strength": -19.282889,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.298204,
        "energy": 46.825796,
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      },
      {
        "date": "2026-07-10",
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        "volume": 87909,
        "typical_volume": 145629.55,
        "trend": 6.630667,
        "fair_value": 4.022749,
        "relative_strength": -19.739771,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.431148,
        "energy": 31.794891,
        "activity_lines": [
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          6.229286,
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      },
      {
        "date": "2026-07-17",
        "close": 5.78,
        "volume": 84804,
        "typical_volume": 125833.85,
        "trend": 6.562667,
        "fair_value": 4.045922,
        "relative_strength": -19.20753,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -39.161247,
        "energy": 22.288137,
        "activity_lines": [
          5.834,
          5.773,
          6.16869,
          6.298882
        ]
      },
      {
        "date": "2026-07-24",
        "close": 5.91,
        "volume": 26075,
        "typical_volume": 111162.6,
        "trend": 6.502,
        "fair_value": 4.071884,
        "relative_strength": -15.840914,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -35.949471,
        "energy": 18.888811,
        "activity_lines": [
          5.887333,
          5.782182,
          6.118714,
          6.256774
        ]
      },
      {
        "date": "2026-07-31",
        "close": 5.41,
        "volume": 103872,
        "typical_volume": 105648.7,
        "trend": 6.415333,
        "fair_value": 4.093422,
        "relative_strength": -23.228061,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -46.320588,
        "energy": 25.490399,
        "activity_lines": [
          5.733333,
          5.714818,
          6.0265,
          6.186323
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.66,
        "volume": 77554,
        "typical_volume": 103775.65,
        "trend": 6.350833,
        "fair_value": 4.116371,
        "relative_strength": -23.442602,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.208153,
        "energy": 28.088652,
        "activity_lines": [
          5.682667,
          5.706545,
          5.964619,
          6.137591
        ]
      }
    ],
    "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."
    }
  }
}