{
  "ticker": {
    "uuid": "6f16ac7b-68b6-499e-bb87-4e55475d544f",
    "symbol": "SHOP",
    "name": "Shopify Inc.",
    "exchange": "TOR",
    "country": "CA",
    "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": "^GSPTSE",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 74.969,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Structural repair",
    "architecture_gate": "mixed",
    "architecture_direction": 55.484,
    "architecture_energy": 56.128,
    "architecture_maturity": 22.0,
    "architecture_confidence": 63.471,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 28.18,
        "rotation_up": 66.7,
        "upward_expansion": 57.79,
        "deceleration": 25.21,
        "rotation_down": 20.62,
        "downward_expansion": 20.79
      },
      "activity_lines": [
        180.994664,
        173.800725,
        166.49757,
        165.384494
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 211.369995,
    "trend_reference": 166.837666,
    "distance_from_trend": 0.26692,
    "trend_direction": "Weakening",
    "fair_value": 140.172179,
    "distance_from_fair_value": 0.507931,
    "fair_value_direction": "Improving",
    "relative_strength": -0.675948,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.380962,
    "excess_performance": 0.26054,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.26692,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.0965,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.507931,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.379028,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.006759,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.276421,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.380962,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.81282,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 13669900,
      "relative_activity": 1.645145,
      "balance": 1.81282,
      "dry_up": 1.414649,
      "accumulation_observations": 4,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.086218,
      "annualized_volatility": 0.618339,
      "from_high_reference": -0.164876,
      "from_low_reference": 0.6384
    },
    "levels": {
      "trend_reference": 166.837666,
      "fair_value_reference": 140.172179,
      "structural_low": 129.009995,
      "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": 5,
        "median_return": 0.05828,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": 0.019574,
        "regime_survival": 0.2,
        "best_return": 0.341546,
        "worst_return": -0.068117,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.252468,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.204188,
        "regime_survival": 0.0,
        "best_return": 0.621481,
        "worst_return": 0.069291,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.558157,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.410889,
        "regime_survival": 0.0,
        "best_return": 0.640708,
        "worst_return": -0.191045,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.552878,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.287187,
        "regime_survival": 0.333333,
        "best_return": 0.9573,
        "worst_return": 0.130948,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-24",
        "end": "2025-02-07",
        "tenure": "New",
        "return": 0.085453,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-14",
        "end": "2025-03-21",
        "tenure": "Developing",
        "return": -0.177935,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-28",
        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.208535,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-11",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.330956,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-07-04",
        "tenure": "Developing",
        "return": 0.134399,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-08-01",
        "tenure": "New",
        "return": 0.066549,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-11-21",
        "tenure": "Established",
        "return": 0.011952,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-12-19",
        "tenure": "New",
        "return": 0.047397,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "New",
        "return": -0.063557,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-01-30",
        "tenure": "New",
        "return": -0.054856,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "tenure": "New",
        "return": 0.129557,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-27",
        "end": "2026-07-03",
        "tenure": "Established",
        "return": 0.040991,
        "active": false
      },
      {
        "regime": "balance",
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        "tenure": "New",
        "return": -0.053772,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "return": 0.0,
        "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": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      {
        "date": "2026-06-05",
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      },
      {
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "volume": 1036300,
        "typical_volume": 7784680.0,
        "trend": 175.308333,
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        "relative_strength": -18.70229,
        "stage": 4,
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 7923675.0,
        "trend": 173.553666,
        "fair_value": 137.715,
        "relative_strength": -17.644333,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
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        "energy": 12.546852,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 173.229996,
        "volume": 9578600,
        "typical_volume": 7908170.0,
        "trend": 171.534666,
        "fair_value": 138.269615,
        "relative_strength": -17.288569,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 1.07003,
        "energy": 19.438471,
        "activity_lines": [
          170.49533,
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      },
      {
        "date": "2026-07-24",
        "close": 160.460007,
        "volume": 9812200,
        "typical_volume": 7862230.0,
        "trend": 169.158,
        "fair_value": 138.737948,
        "relative_strength": -23.198669,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -7.041859,
        "energy": 16.920598,
        "activity_lines": [
          168.286,
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          162.87058
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      },
      {
        "date": "2026-07-31",
        "close": 164.179993,
        "volume": 13957900,
        "typical_volume": 8149370.0,
        "trend": 167.426333,
        "fair_value": 139.293461,
        "relative_strength": -20.739189,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -7.108828,
        "energy": 11.186254,
        "activity_lines": [
          166.724665,
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      },
      {
        "date": "2026-08-07",
        "close": 211.369995,
        "volume": 13669900,
        "typical_volume": 8309235.0,
        "trend": 166.837666,
        "fair_value": 140.172179,
        "relative_strength": -0.675948,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 55.484275,
        "energy": 56.127578,
        "activity_lines": [
          180.994664,
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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."
    }
  }
}