{
  "ticker": {
    "uuid": "3963cac3-a260-44a4-9610-d289963d2796",
    "symbol": "SPOT",
    "name": "Spotify Technology SA",
    "exchange": "NYSE",
    "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": "SPY",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 87.712,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 4.162,
    "architecture_energy": 5.801,
    "architecture_maturity": 19.425,
    "architecture_confidence": 73.749,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 74.81,
        "rotation_up": 35.49,
        "upward_expansion": 28.65,
        "deceleration": 39.26,
        "rotation_down": 20.56,
        "downward_expansion": 17.32
      },
      "activity_lines": [
        488.299333,
        483.688364,
        481.711048,
        483.674129
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.166667
    },
    "latest_close": 488.14,
    "trend_reference": 486.262667,
    "distance_from_trend": 0.003861,
    "trend_direction": "Weakening",
    "fair_value": 441.100128,
    "distance_from_fair_value": 0.106642,
    "fair_value_direction": "Improving",
    "relative_strength": -21.934746,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.15506,
    "excess_performance": 0.029435,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.003861,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.067567,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.106642,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.096821,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.219347,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.173113,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.15506,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.700859,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 14317140,
      "relative_activity": 1.473593,
      "balance": 0.700859,
      "dry_up": 1.009865,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.089999,
      "annualized_volatility": 0.498219,
      "from_high_reference": -0.347668,
      "from_low_reference": 0.205284
    },
    "levels": {
      "trend_reference": 486.262667,
      "fair_value_reference": 441.100128,
      "structural_low": 410.2101,
      "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": -0.062879,
        "positive_rate": 0.3,
        "directional_follow_through": 0.3,
        "median_excess_return": -0.030077,
        "regime_survival": 0.4,
        "best_return": 0.280053,
        "worst_return": -0.184871,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.116572,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.162551,
        "regime_survival": 0.0,
        "best_return": 0.366153,
        "worst_return": -0.309073,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.149336,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.226804,
        "regime_survival": 0.0,
        "best_return": 0.124742,
        "worst_return": -0.305418,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.20998,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.188079,
        "regime_survival": 0.0,
        "best_return": 0.183434,
        "worst_return": -0.603394,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-02-03",
        "end": "2023-03-03",
        "tenure": "Developing",
        "return": 0.02121,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-03-10",
        "end": "2023-08-04",
        "tenure": "Established",
        "return": 0.184613,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-08-11",
        "end": "2023-11-10",
        "tenure": "Established",
        "return": 0.23291,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-07-19",
        "tenure": "Extended",
        "return": 0.676172,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-07-26",
        "end": "2024-08-02",
        "tenure": "New",
        "return": 0.027868,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-01-10",
        "tenure": "Established",
        "return": 0.351956,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-01-24",
        "tenure": "New",
        "return": 0.051284,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-31",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": 0.022988,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-05-02",
        "tenure": "Developing",
        "return": 0.279555,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-07-25",
        "tenure": "Developing",
        "return": 0.069186,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-10-03",
        "tenure": "Developing",
        "return": 0.085067,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-11-14",
        "tenure": "Developing",
        "return": -0.072291,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-21",
        "end": "2026-06-05",
        "tenure": "Extended",
        "return": -0.14849,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-12",
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        "tenure": "Developing",
        "return": 0.012739,
        "active": true
      }
    ],
    "chart_path": [
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      },
      {
        "date": "2026-04-24",
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        "date": "2026-05-08",
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        "date": "2026-05-15",
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        "date": "2026-05-29",
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 9709574.0,
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        "stage": 4,
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      },
      {
        "date": "2026-07-24",
        "close": 482.66,
        "volume": 8318111,
        "typical_volume": 9429497.35,
        "trend": 490.472333,
        "fair_value": 436.579103,
        "relative_strength": -20.805975,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -29.813349,
        "energy": 11.882376,
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      },
      {
        "date": "2026-07-31",
        "close": 499.94,
        "volume": 10326075,
        "typical_volume": 9447693.45,
        "trend": 487.970333,
        "fair_value": 438.86,
        "relative_strength": -18.191304,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -8.323825,
        "energy": 6.851233,
        "activity_lines": [
          487.351333,
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      },
      {
        "date": "2026-08-07",
        "close": 488.14,
        "volume": 14317140,
        "typical_volume": 9715802.0,
        "trend": 486.262667,
        "fair_value": 441.100128,
        "relative_strength": -21.934746,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 4.162299,
        "energy": 5.801259,
        "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."
    }
  }
}