{
  "ticker": {
    "uuid": "263b0950-6f2b-4d40-9b0a-a8395d9430bc",
    "symbol": "1AZ",
    "name": "Audience Analytics Limited",
    "exchange": "SES",
    "country": "SG",
    "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": "^STI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 71.123,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -63.229,
    "architecture_energy": 69.171,
    "architecture_maturity": 6.553,
    "architecture_confidence": 89.701,
    "architecture_tenure": "New",
    "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": 20.02,
        "rotation_up": 12.27,
        "upward_expansion": 16.13,
        "deceleration": 37.42,
        "rotation_down": 69.93,
        "downward_expansion": 91.79
      },
      "activity_lines": [
        0.235,
        0.236727,
        0.241359,
        0.242361
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 0.235,
    "trend_reference": 0.242745,
    "distance_from_trend": -0.031907,
    "trend_direction": "Weakening",
    "fair_value": 0.234179,
    "distance_from_fair_value": 0.003505,
    "fair_value_direction": "Weakening",
    "relative_strength": -19.509325,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.0036,
    "excess_performance": -0.158435,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.031907,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.004719,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.003505,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.145047,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.195093,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.117927,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.0036,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.0,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 153800,
      "relative_activity": 1.825736,
      "balance": 0.0,
      "dry_up": 1.806149,
      "accumulation_observations": 0,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.02455,
      "annualized_volatility": 0.221032,
      "from_high_reference": -0.196452,
      "from_low_reference": 0.083044
    },
    "levels": {
      "trend_reference": 0.242745,
      "fair_value_reference": 0.234179,
      "structural_low": 0.216981,
      "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": 10,
        "median_return": 0.0,
        "positive_rate": 0.3,
        "directional_follow_through": 0.3,
        "median_excess_return": -0.018082,
        "regime_survival": 0.8,
        "best_return": 0.35519,
        "worst_return": -0.076923,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.034393,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.053026,
        "regime_survival": 0.5,
        "best_return": 0.208333,
        "worst_return": -0.038462,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.124075,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.018949,
        "regime_survival": 0.0,
        "best_return": 0.267758,
        "worst_return": -0.019608,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.287355,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.047219,
        "regime_survival": 0.0,
        "best_return": 0.287355,
        "worst_return": 0.287355,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-12",
        "end": "2024-05-31",
        "tenure": "Developing",
        "return": -0.009287,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-06-07",
        "end": "2024-08-23",
        "tenure": "Developing",
        "return": -0.047618,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-30",
        "end": "2024-12-20",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-12-27",
        "end": "2025-01-10",
        "tenure": "New",
        "return": 0.140847,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-02-28",
        "tenure": "Developing",
        "return": -0.064516,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-05-02",
        "tenure": "Developing",
        "return": 0.145628,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "end": "2025-07-25",
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        "return": 0.070176,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-08-08",
        "tenure": "New",
        "return": 0.016393,
        "active": false
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        "regime": "rotation_down",
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        "end": "2025-09-19",
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        "return": 0.037736,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-10-10",
        "tenure": "New",
        "return": 0.0,
        "active": false
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        "regime": "downward_expansion",
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        "end": "2026-02-20",
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        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "active": false
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        "active": true
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        ]
      },
      {
        "date": "2026-05-01",
        "close": 0.25,
        "volume": 64500,
        "typical_volume": 75485.0,
        "trend": 0.241981,
        "fair_value": 0.230161,
        "relative_strength": -13.22106,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 53.703221,
        "energy": 24.148696,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 0.265,
        "volume": 304900,
        "typical_volume": 86095.0,
        "trend": 0.242638,
        "fair_value": 0.230725,
        "relative_strength": -7.716658,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 68.379734,
        "energy": 38.969096,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 0.25,
        "volume": 80600,
        "typical_volume": 77690.0,
        "trend": 0.242953,
        "fair_value": 0.231119,
        "relative_strength": -13.470836,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 50.64293,
        "energy": 42.737536,
        "activity_lines": [
          0.252428,
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          0.245944,
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        ]
      },
      {
        "date": "2026-05-22",
        "close": 0.25,
        "volume": 155600,
        "typical_volume": 83275.0,
        "trend": 0.243425,
        "fair_value": 0.231493,
        "relative_strength": -14.183741,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 49.072285,
        "energy": 42.42213,
        "activity_lines": [
          0.252686,
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          0.244766
        ]
      },
      {
        "date": "2026-05-29",
        "close": 0.25,
        "volume": 83400,
        "typical_volume": 87420.0,
        "trend": 0.243896,
        "fair_value": 0.231805,
        "relative_strength": -12.996978,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 49.221278,
        "energy": 36.441382,
        "activity_lines": [
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          0.247036,
          0.24519
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      },
      {
        "date": "2026-06-05",
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        "volume": 60000,
        "typical_volume": 88135.0,
        "trend": 0.243267,
        "fair_value": 0.232096,
        "relative_strength": -12.365547,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 44.970353,
        "energy": 21.597501,
        "activity_lines": [
          0.251,
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      },
      {
        "date": "2026-06-12",
        "close": 0.245,
        "volume": 0,
        "typical_volume": 88035.0,
        "trend": 0.243258,
        "fair_value": 0.232479,
        "relative_strength": -12.82583,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 28.743798,
        "energy": 13.427292,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 0.24,
        "volume": 14000,
        "typical_volume": 87910.0,
        "trend": 0.243239,
        "fair_value": 0.232686,
        "relative_strength": -16.373316,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 12.078534,
        "energy": 11.294623,
        "activity_lines": [
          0.245333,
          0.248026,
          0.24708,
          0.245486
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      },
      {
        "date": "2026-06-26",
        "close": 0.24,
        "volume": 5700,
        "typical_volume": 83470.0,
        "trend": 0.24322,
        "fair_value": 0.232893,
        "relative_strength": -15.372539,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -15.986418,
        "energy": 16.610422,
        "activity_lines": [
          0.243,
          0.246551,
          0.246576,
          0.245277
        ]
      },
      {
        "date": "2026-07-03",
        "close": 0.24,
        "volume": 0,
        "typical_volume": 81845.0,
        "trend": 0.243201,
        "fair_value": 0.23312,
        "relative_strength": -15.272088,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -17.548475,
        "energy": 23.166329,
        "activity_lines": [
          0.241333,
          0.245,
          0.246053,
          0.245069
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      },
      {
        "date": "2026-07-10",
        "close": 0.235,
        "volume": 26500,
        "typical_volume": 77030.0,
        "trend": 0.243487,
        "fair_value": 0.233316,
        "relative_strength": -19.498928,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -27.205673,
        "energy": 38.045786,
        "activity_lines": [
          0.238667,
          0.242636,
          0.245057,
          0.24454
        ]
      },
      {
        "date": "2026-07-17",
        "close": 0.235,
        "volume": 206600,
        "typical_volume": 78360.0,
        "trend": 0.243774,
        "fair_value": 0.233511,
        "relative_strength": -19.196614,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -27.933773,
        "energy": 45.743005,
        "activity_lines": [
          0.237,
          0.240545,
          0.244087,
          0.243992
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.235,
        "volume": 175900,
        "typical_volume": 80535.0,
        "trend": 0.243431,
        "fair_value": 0.233809,
        "relative_strength": -19.591345,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -64.133109,
        "energy": 62.276528,
        "activity_lines": [
          0.236,
          0.239,
          0.243189,
          0.243426
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.235,
        "volume": 72300,
        "typical_volume": 78745.0,
        "trend": 0.243088,
        "fair_value": 0.233984,
        "relative_strength": -19.348969,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.965478,
        "energy": 64.845808,
        "activity_lines": [
          0.235333,
          0.237727,
          0.242272,
          0.242882
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.235,
        "volume": 153800,
        "typical_volume": 84240.0,
        "trend": 0.242745,
        "fair_value": 0.234179,
        "relative_strength": -19.509325,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.228872,
        "energy": 69.170535,
        "activity_lines": [
          0.235,
          0.236727,
          0.241359,
          0.242361
        ]
      }
    ],
    "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."
    }
  }
}