{
  "ticker": {
    "uuid": "212b5eb0-e929-489c-ae7d-86b289ad5210",
    "symbol": "SHOPN",
    "name": "Shopify 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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 62.269,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Structural repair",
    "architecture_gate": "mixed",
    "architecture_direction": 56.42,
    "architecture_energy": 56.488,
    "architecture_maturity": 20.857,
    "architecture_confidence": 72.077,
    "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": 30.44,
        "rotation_up": 67.69,
        "upward_expansion": 57.7,
        "deceleration": 25.29,
        "rotation_down": 20.04,
        "downward_expansion": 20.7
      },
      "activity_lines": [
        2240.777344,
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        2073.623523,
        2071.876859
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 2600.0,
    "trend_reference": 2104.055998,
    "distance_from_trend": 0.235709,
    "trend_direction": "Weakening",
    "fair_value": 1858.689999,
    "distance_from_fair_value": 0.398835,
    "fair_value_direction": "Improving",
    "relative_strength": 4.417957,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.353462,
    "excess_performance": 0.408128,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.235709,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.112248,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.398835,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.347218,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.04418,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.360561,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.353462,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 15.670142,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 48803,
      "relative_activity": 3.993258,
      "balance": 15.670142,
      "dry_up": 1.881891,
      "accumulation_observations": 3,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.075968,
      "annualized_volatility": 0.631217,
      "from_high_reference": -0.221557,
      "from_low_reference": 0.6
    },
    "levels": {
      "trend_reference": 2104.055998,
      "fair_value_reference": 1858.689999,
      "structural_low": 1625.0,
      "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": 0.06,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": 0.001294,
        "regime_survival": 0.2,
        "best_return": 0.327264,
        "worst_return": -0.192814,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.202935,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.132665,
        "regime_survival": 0.0,
        "best_return": 0.508966,
        "worst_return": -0.077844,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.323643,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.220484,
        "regime_survival": 0.0,
        "best_return": 0.632,
        "worst_return": -0.210706,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.522671,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.470615,
        "regime_survival": 0.333333,
        "best_return": 0.842807,
        "worst_return": 0.036655,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-17",
        "end": "2025-01-31",
        "tenure": "New",
        "return": 0.111111,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": -0.174725,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-14",
        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.17251,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-11",
        "end": "2025-05-09",
        "tenure": "Developing",
        "return": 0.062836,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-16",
        "end": "2025-05-23",
        "tenure": "New",
        "return": -0.081457,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-30",
        "end": "2025-07-04",
        "tenure": "Developing",
        "return": 0.04631,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-08-08",
        "tenure": "Developing",
        "return": 0.327264,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-15",
        "end": "2025-11-21",
        "tenure": "Established",
        "return": 0.001741,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-28",
        "end": "2025-12-19",
        "tenure": "New",
        "return": 0.060711,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
        "return": -0.205298,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-01-30",
        "end": "2026-02-13",
        "tenure": "New",
        "return": -0.156195,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-20",
        "end": "2026-07-10",
        "tenure": "Established",
        "return": -0.005287,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": -0.056785,
        "active": false
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      {
        "regime": "rotation_up",
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        "return": 0.0,
        "active": true
      }
    ],
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      },
      {
        "date": "2026-07-24",
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        "volume": 972,
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      },
      {
        "date": "2026-07-31",
        "close": 2041.22998,
        "volume": 30076,
        "typical_volume": 10028.8,
        "trend": 2116.155998,
        "fair_value": 1848.048973,
        "relative_strength": -18.394413,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 11.548918,
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      },
      {
        "date": "2026-08-07",
        "close": 2600.0,
        "volume": 48803,
        "typical_volume": 12221.35,
        "trend": 2104.055998,
        "fair_value": 1858.689999,
        "relative_strength": 4.417957,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 56.41953,
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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."
    }
  }
}