{
  "ticker": {
    "uuid": "96b3e012-ab0c-47fe-851f-3b33efa87183",
    "symbol": "AEHR",
    "name": "Aehr Test Systems",
    "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": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 95.449,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 38.616,
    "architecture_energy": 18.226,
    "architecture_maturity": 48.8,
    "architecture_confidence": 96,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 48.55,
        "rotation_up": 32.12,
        "upward_expansion": 57.49,
        "deceleration": 88.64,
        "rotation_down": 29.38,
        "downward_expansion": 19.15
      },
      "activity_lines": [
        86.595333,
        86.224727,
        88.921,
        80.670323
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 103.07,
    "trend_reference": 67.191667,
    "distance_from_trend": 0.53397,
    "trend_direction": "Improving",
    "fair_value": 27.792019,
    "distance_from_fair_value": 2.708619,
    "fair_value_direction": "Weakening",
    "relative_strength": 91.873279,
    "relative_strength_direction": "Weakening",
    "price_momentum": 2.905646,
    "excess_performance": 2.718192,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.53397,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.495619,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 2.708619,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.386475,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.918733,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.898153,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 2.905646,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.981806,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 10907816,
      "relative_activity": 0.780178,
      "balance": 1.981806,
      "dry_up": 1.218693,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.264084,
      "annualized_volatility": 1.068094,
      "from_high_reference": -0.18599,
      "from_low_reference": 5.29243
    },
    "levels": {
      "trend_reference": 67.191667,
      "fair_value_reference": 27.792019,
      "structural_low": 25.5802,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": -0.000224,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.011821,
        "regime_survival": 0.5,
        "best_return": 0.570364,
        "worst_return": -0.246737,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.013467,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.003289,
        "regime_survival": 0.285714,
        "best_return": 0.425532,
        "worst_return": -0.533695,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.836622,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.674072,
        "regime_survival": 0.25,
        "best_return": 2.580993,
        "worst_return": -0.456902,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.283329,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.183725,
        "regime_survival": 0.0,
        "best_return": 0.580687,
        "worst_return": -0.014029,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-11-24",
        "end": "2024-07-05",
        "tenure": "Extended",
        "return": -0.545857,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-07-12",
        "end": "2024-08-16",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-23",
        "end": "2024-11-22",
        "tenure": "Established",
        "return": -0.166552,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-29",
        "end": "2024-12-20",
        "tenure": "New",
        "return": 0.198486,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.046033,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-01-17",
        "tenure": "New",
        "return": -0.23978,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-02-07",
        "tenure": "New",
        "return": -0.131346,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-14",
        "end": "2025-06-06",
        "tenure": "Established",
        "return": 0.057836,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-06-20",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-10-24",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      {
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        "active": true
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 13371337.8,
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        "fair_value": 27.06266,
        "relative_strength": 68.657587,
        "stage": 2,
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        "modifier": "Recompressing",
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        "direction": 24.830392,
        "energy": 21.958399,
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 76.32,
        "volume": 15991987,
        "typical_volume": 13562336.95,
        "trend": 62.706,
        "fair_value": 27.22984,
        "relative_strength": 58.177635,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.259733,
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        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 79.98,
        "volume": 12300897,
        "typical_volume": 13763286.3,
        "trend": 64.633333,
        "fair_value": 27.424199,
        "relative_strength": 61.09076,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.665107,
        "energy": 12.759692,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 103.07,
        "volume": 10907816,
        "typical_volume": 13981182.25,
        "trend": 67.191667,
        "fair_value": 27.792019,
        "relative_strength": 91.873279,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 38.615748,
        "energy": 18.225921,
        "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."
    }
  }
}