{
  "ticker": {
    "uuid": "73124282-555f-4270-95b3-aafb94110fd1",
    "symbol": "HAYPP",
    "name": "Haypp Group AB (publ)",
    "exchange": "STO",
    "country": "SE",
    "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": "^OMX",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 95.415,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 22.021,
    "architecture_energy": 13.556,
    "architecture_maturity": 41.082,
    "architecture_confidence": 73.873,
    "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": 57.85,
        "rotation_up": 28.4,
        "upward_expansion": 48.71,
        "deceleration": 79.76,
        "rotation_down": 30.84,
        "downward_expansion": 26.71
      },
      "activity_lines": [
        133.76,
        134.810909,
        135.32381,
        132.99484
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 138.199997,
    "trend_reference": 129.300001,
    "distance_from_trend": 0.068832,
    "trend_direction": "Weakening",
    "fair_value": 99.704487,
    "distance_from_fair_value": 0.386096,
    "fair_value_direction": "Weakening",
    "relative_strength": -12.524336,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.208042,
    "excess_performance": 0.146548,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.068832,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.024789,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.386096,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.026211,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.125243,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.029009,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.208042,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.732888,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 91270,
      "relative_activity": 0.537189,
      "balance": 1.732888,
      "dry_up": 0.7722,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.0885,
      "annualized_volatility": 0.37322,
      "from_high_reference": -0.256989,
      "from_low_reference": 0.311195
    },
    "levels": {
      "trend_reference": 129.300001,
      "fair_value_reference": 99.704487,
      "structural_low": 109.199997,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": 0.004132,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": -0.057109,
        "regime_survival": 0.545455,
        "best_return": 0.086956,
        "worst_return": -0.149451,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.01706,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.078785,
        "regime_survival": 0.2,
        "best_return": 0.170051,
        "worst_return": -0.301099,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.135171,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.174113,
        "regime_survival": 0.0,
        "best_return": 0.934884,
        "worst_return": -0.177665,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.923983,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.795542,
        "regime_survival": 0.5,
        "best_return": 0.9875,
        "worst_return": 0.860465,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-06-07",
        "end": "2024-07-19",
        "tenure": "Developing",
        "return": 0.15736,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-26",
        "end": "2024-09-13",
        "tenure": "Developing",
        "return": -0.123984,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-09-20",
        "end": "2024-10-11",
        "tenure": "New",
        "return": -0.156044,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-10-18",
        "end": "2024-11-08",
        "tenure": "New",
        "return": -0.193798,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-15",
        "end": "2025-02-14",
        "tenure": "Established",
        "return": 0.468439,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-02-21",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": -0.006726,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-04-04",
        "end": "2025-08-22",
        "tenure": "Established",
        "return": 0.618421,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-29",
        "end": "2025-09-05",
        "tenure": "New",
        "return": 0.128609,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-12",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": -0.14823,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": -0.133505,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-16",
        "end": "2026-04-10",
        "tenure": "Established",
        "return": 0.047154,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-17",
        "end": "2026-05-22",
        "tenure": "Developing",
        "return": 0.148265,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-05-29",
        "end": "2026-06-26",
        "tenure": "Developing",
        "return": -0.076623,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-03",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.012857,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 225973.45,
        "trend": 135.88,
        "fair_value": 90.596795,
        "relative_strength": -19.452961,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -23.012297,
        "energy": 12.357956,
        "activity_lines": [
          125.933335,
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 226637.3,
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        "fair_value": 91.139103,
        "relative_strength": -20.324884,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 16.703922,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 129.600006,
        "volume": 287214,
        "typical_volume": 234541.5,
        "trend": 133.566667,
        "fair_value": 91.764744,
        "relative_strength": -15.425186,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "direction": -17.107999,
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      },
      {
        "date": "2026-05-15",
        "close": 135.0,
        "volume": 429056,
        "typical_volume": 253707.35,
        "trend": 132.933333,
        "fair_value": 92.417949,
        "relative_strength": -10.924578,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 5.446994,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 342382,
        "typical_volume": 268390.4,
        "trend": 132.593333,
        "fair_value": 93.148718,
        "relative_strength": -7.391518,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 30.463756,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 154.0,
        "volume": 278437,
        "typical_volume": 273471.0,
        "trend": 132.586667,
        "fair_value": 93.905128,
        "relative_strength": -1.986539,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 50.153662,
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      },
      {
        "date": "2026-06-05",
        "close": 137.600006,
        "volume": 64979,
        "typical_volume": 257753.9,
        "trend": 132.426667,
        "fair_value": 94.55,
        "relative_strength": -11.711703,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 31.147616,
        "energy": 54.647917,
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      },
      {
        "date": "2026-06-12",
        "close": 137.0,
        "volume": 55913,
        "typical_volume": 248099.45,
        "trend": 131.813334,
        "fair_value": 95.179487,
        "relative_strength": -11.890408,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 31.39309,
        "energy": 51.382264,
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      },
      {
        "date": "2026-06-19",
        "close": 130.600006,
        "volume": 148327,
        "typical_volume": 238952.55,
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        "fair_value": 95.761539,
        "relative_strength": -17.397626,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 23.596699,
        "energy": 22.824544,
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      },
      {
        "date": "2026-06-26",
        "close": 142.199997,
        "volume": 21787,
        "typical_volume": 229688.6,
        "trend": 131.200001,
        "fair_value": 96.38141,
        "relative_strength": -9.171627,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 45.909425,
        "energy": 23.133866,
        "activity_lines": [
          138.240001,
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          131.317851
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      },
      {
        "date": "2026-07-03",
        "close": 140.0,
        "volume": 15372,
        "typical_volume": 210527.5,
        "trend": 130.720001,
        "fair_value": 96.983334,
        "relative_strength": -12.78732,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 40.38999,
        "energy": 21.725651,
        "activity_lines": [
          138.146667,
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      },
      {
        "date": "2026-07-10",
        "close": 135.399994,
        "volume": 142780,
        "typical_volume": 201952.55,
        "trend": 130.360001,
        "fair_value": 97.548077,
        "relative_strength": -13.130228,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.385717,
        "energy": 18.434646,
        "activity_lines": [
          137.453332,
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      },
      {
        "date": "2026-07-17",
        "close": 132.800003,
        "volume": 191489,
        "typical_volume": 197469.45,
        "trend": 130.120001,
        "fair_value": 98.089103,
        "relative_strength": -13.286103,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.053139,
        "energy": 18.149748,
        "activity_lines": [
          136.039999,
          137.621819,
          135.132382,
          132.344948
        ]
      },
      {
        "date": "2026-07-24",
        "close": 128.800003,
        "volume": 121686,
        "typical_volume": 186302.5,
        "trend": 129.613335,
        "fair_value": 98.600641,
        "relative_strength": -16.670119,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 20.17495,
        "energy": 12.969096,
        "activity_lines": [
          133.573334,
          135.763637,
          134.820002,
          132.259786
        ]
      },
      {
        "date": "2026-07-31",
        "close": 132.0,
        "volume": 120351,
        "typical_volume": 182048.6,
        "trend": 129.193334,
        "fair_value": 99.132692,
        "relative_strength": -15.188254,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 14.301812,
        "energy": 12.818487,
        "activity_lines": [
          132.293334,
          134.600001,
          134.794287,
          132.413765
        ]
      },
      {
        "date": "2026-08-07",
        "close": 138.199997,
        "volume": 91270,
        "typical_volume": 169902.9,
        "trend": 129.300001,
        "fair_value": 99.704487,
        "relative_strength": -12.524336,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 22.021104,
        "energy": 13.555681,
        "activity_lines": [
          133.76,
          134.810909,
          135.32381,
          132.99484
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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."
    }
  }
}