{
  "ticker": {
    "uuid": "2ec7020a-3d0a-4297-9f4f-c7ab4f531646",
    "symbol": "ATER",
    "name": "Aterian, Inc.",
    "exchange": "MEX",
    "country": "MX",
    "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": "^MXX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 84.422,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -48.34,
    "architecture_energy": 67.511,
    "architecture_maturity": 26.0,
    "architecture_confidence": 88.571,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 21.4,
        "rotation_up": 22.0,
        "upward_expansion": 33.89,
        "deceleration": 48.12,
        "rotation_down": 75.45,
        "downward_expansion": 51.89
      },
      "activity_lines": [
        10.896667,
        15.23,
        17.178619,
        16.233333
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 8.09,
    "trend_reference": 14.940333,
    "distance_from_trend": -0.458513,
    "trend_direction": "Improving",
    "fair_value": 41.385,
    "distance_from_fair_value": -0.804519,
    "fair_value_direction": "Weakening",
    "relative_strength": -50.260614,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.308547,
    "excess_performance": -0.25388,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.458513,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.075411,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.804519,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.25831,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.502606,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.563718,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.308547,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.651591,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 159,
      "relative_activity": 0.701522,
      "balance": 2.651591,
      "dry_up": 0.716964,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.288771,
      "annualized_volatility": 1.715681,
      "from_high_reference": -0.662917,
      "from_low_reference": 0.198519
    },
    "levels": {
      "trend_reference": 14.940333,
      "fair_value_reference": 41.385,
      "structural_low": 6.75,
      "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": 4,
        "median_return": -0.06645,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.061266,
        "regime_survival": 0.5,
        "best_return": 0.138393,
        "worst_return": -0.110741,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": -0.027778,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.02514,
        "regime_survival": 0.0,
        "best_return": 0.25,
        "worst_return": -0.305556,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.109797,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.1381,
        "regime_survival": 0.0,
        "best_return": 0.188889,
        "worst_return": -0.408482,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.037037,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.106602,
        "regime_survival": 0.0,
        "best_return": 0.037037,
        "worst_return": 0.037037,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-07-26",
        "end": "2024-08-09",
        "tenure": "New",
        "return": 0.133657,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-08-16",
        "end": "2024-08-23",
        "tenure": "New",
        "return": 0.005636,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-30",
        "end": "2024-09-06",
        "tenure": "New",
        "return": 0.160507,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-13",
        "end": "2024-09-27",
        "tenure": "New",
        "return": -0.111111,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-04",
        "end": "2024-10-11",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-18",
        "end": "2024-11-15",
        "tenure": "Developing",
        "return": 0.121495,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-22",
        "end": "2024-12-13",
        "tenure": "New",
        "return": -0.157833,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-20",
        "end": "2025-02-14",
        "tenure": "Developing",
        "return": 0.049107,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-21",
        "end": "2025-03-14",
        "tenure": "New",
        "return": -0.054468,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-03-21",
        "end": "2025-03-28",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-04",
        "end": "2026-04-24",
        "tenure": "Extended",
        "return": -0.72475,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-05-01",
        "end": "2026-05-22",
        "tenure": "New",
        "return": 0.162203,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-29",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": 0.095238,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.101111,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 77.279999,
        "volume": 316,
        "typical_volume": 834.2,
        "trend": 164.072,
        "fair_value": 1433.348431,
        "relative_strength": -67.823491,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.525852,
        "energy": 71.121805,
        "activity_lines": [
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      },
      {
        "date": "2023-08-25",
        "close": 75.599998,
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      },
      {
        "date": "2023-09-01",
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      },
      {
        "date": "2023-09-08",
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      },
      {
        "date": "2023-09-15",
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      },
      {
        "date": "2023-09-22",
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          13.936,
          12.300727,
          11.834048,
          12.321785
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      },
      {
        "date": "2026-05-08",
        "close": 22.1,
        "volume": 1466,
        "typical_volume": 298.7,
        "trend": 13.521333,
        "fair_value": 48.700769,
        "relative_strength": 6.111184,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 58.343684,
        "energy": 80.021938,
        "activity_lines": [
          17.048,
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          12.802714,
          12.885441
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      },
      {
        "date": "2026-05-15",
        "close": 22.1,
        "volume": 0,
        "typical_volume": 288.45,
        "trend": 13.679333,
        "fair_value": 48.083974,
        "relative_strength": 11.518852,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 66.850244,
        "energy": 85.848095,
        "activity_lines": [
          19.42,
          16.011455,
          13.725667,
          13.438903
        ]
      },
      {
        "date": "2026-05-22",
        "close": 23.0,
        "volume": 1424,
        "typical_volume": 358.1,
        "trend": 13.819333,
        "fair_value": 47.446795,
        "relative_strength": 17.08575,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 88.460535,
        "energy": 95.900884,
        "activity_lines": [
          21.352667,
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          14.684857,
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      },
      {
        "date": "2026-05-29",
        "close": 21.0,
        "volume": 94,
        "typical_volume": 350.55,
        "trend": 13.892667,
        "fair_value": 46.762179,
        "relative_strength": 8.170729,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.322135,
        "energy": 88.545867,
        "activity_lines": [
          21.819333,
          18.753818,
          15.400238,
          14.503505
        ]
      },
      {
        "date": "2026-06-05",
        "close": 19.0,
        "volume": 12,
        "typical_volume": 215.1,
        "trend": 14.026,
        "fair_value": 46.15859,
        "relative_strength": 3.21834,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.164178,
        "energy": 83.478895,
        "activity_lines": [
          20.953333,
          19.260727,
          15.903238,
          14.833011
        ]
      },
      {
        "date": "2026-06-12",
        "close": 19.0,
        "volume": 0,
        "typical_volume": 213.3,
        "trend": 14.159333,
        "fair_value": 45.571923,
        "relative_strength": 1.742121,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.967072,
        "energy": 65.687016,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 19.0,
        "volume": 0,
        "typical_volume": 211.9,
        "trend": 14.292667,
        "fair_value": 45.074487,
        "relative_strength": 3.495235,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 50.997776,
        "energy": 53.32952,
        "activity_lines": [
          19.533333,
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          16.822095,
          15.466215
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      },
      {
        "date": "2026-06-26",
        "close": 24.0,
        "volume": 0,
        "typical_volume": 196.9,
        "trend": 14.592667,
        "fair_value": 44.670641,
        "relative_strength": 32.648345,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 85.993905,
        "energy": 65.962665,
        "activity_lines": [
          20.8,
          20.768909,
          17.714619,
          16.092495
        ]
      },
      {
        "date": "2026-07-03",
        "close": 23.0,
        "volume": 0,
        "typical_volume": 196.55,
        "trend": 14.859333,
        "fair_value": 44.198846,
        "relative_strength": 29.512502,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 76.865716,
        "energy": 66.773565,
        "activity_lines": [
          21.666667,
          21.314364,
          18.453333,
          16.634903
        ]
      },
      {
        "date": "2026-07-10",
        "close": 23.0,
        "volume": 0,
        "typical_volume": 196.25,
        "trend": 15.126,
        "fair_value": 43.577051,
        "relative_strength": 31.953606,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.565713,
        "energy": 67.077015,
        "activity_lines": [
          22.4,
          21.641818,
          19.137333,
          17.160108
        ]
      },
      {
        "date": "2026-07-17",
        "close": 23.0,
        "volume": 0,
        "typical_volume": 194.45,
        "trend": 15.476,
        "fair_value": 42.955256,
        "relative_strength": 32.644378,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.805848,
        "energy": 66.822047,
        "activity_lines": [
          22.866667,
          21.910909,
          19.766571,
          17.668108
        ]
      },
      {
        "date": "2026-07-24",
        "close": 9.0,
        "volume": 391,
        "typical_volume": 214.0,
        "trend": 15.385667,
        "fair_value": 42.397564,
        "relative_strength": -46.786118,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "up",
        "direction": 5.449533,
        "energy": 11.549364,
        "activity_lines": [
          18.4,
          19.618182,
          18.998238,
          17.250301
        ]
      },
      {
        "date": "2026-07-31",
        "close": 6.75,
        "volume": 100,
        "typical_volume": 219.0,
        "trend": 15.217333,
        "fair_value": 41.840833,
        "relative_strength": -59.437081,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -47.775843,
        "energy": 53.645767,
        "activity_lines": [
          13.85,
          17.154545,
          18.018048,
          16.693161
        ]
      },
      {
        "date": "2026-08-07",
        "close": 8.09,
        "volume": 159,
        "typical_volume": 226.65,
        "trend": 14.940333,
        "fair_value": 41.385,
        "relative_strength": -50.260614,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -48.339846,
        "energy": 67.510819,
        "activity_lines": [
          10.896667,
          15.23,
          17.178619,
          16.233333
        ]
      }
    ],
    "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."
    }
  }
}