{
  "ticker": {
    "uuid": "911ae1ad-c415-4bd3-9e99-bcf4caf36825",
    "symbol": "LSPD",
    "name": "Lightspeed Commerce Inc",
    "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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 56.879,
    "architecture_energy": 30.485,
    "architecture_maturity": 14.924,
    "architecture_confidence": 56.737,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 33.12,
        "rotation_up": 48.5,
        "upward_expansion": 71.87,
        "deceleration": 61.04,
        "rotation_down": 20.23,
        "downward_expansion": 7.54
      },
      "activity_lines": [
        10.238,
        10.198727,
        9.86781,
        9.679613
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 10.46,
    "trend_reference": 9.648333,
    "distance_from_trend": 0.084125,
    "trend_direction": "Weakening",
    "fair_value": 12.929679,
    "distance_from_fair_value": -0.191009,
    "fair_value_direction": "Improving",
    "relative_strength": -12.620514,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.12959,
    "excess_performance": 0.003965,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.084125,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.061477,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.191009,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.075444,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.126205,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.084561,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.12959,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.320228,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4046728,
      "relative_activity": 0.767566,
      "balance": 1.320228,
      "dry_up": 0.841177,
      "accumulation_observations": 4,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.095926,
      "annualized_volatility": 0.419863,
      "from_high_reference": -0.237331,
      "from_low_reference": 0.335888
    },
    "levels": {
      "trend_reference": 9.648333,
      "fair_value_reference": 12.929679,
      "structural_low": 7.83,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": -0.048649,
        "positive_rate": 0.363636,
        "directional_follow_through": 0.363636,
        "median_excess_return": -0.062586,
        "regime_survival": 0.636364,
        "best_return": 0.234513,
        "worst_return": -0.279255,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.280651,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.182661,
        "regime_survival": 0.2,
        "best_return": 0.01844,
        "worst_return": -0.579749,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.359979,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.385586,
        "regime_survival": 0.25,
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        "worst_return": -0.571999,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.307354,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.447709,
        "regime_survival": 0.0,
        "best_return": -0.227193,
        "worst_return": -0.751233,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
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        "color": "red",
        "start": "2024-08-09",
        "end": "2024-09-20",
        "tenure": "Developing",
        "return": 0.111022,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": -0.082061,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "return": -0.130335,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-14",
        "end": "2025-06-13",
        "tenure": "Established",
        "return": 0.013915,
        "active": false
      },
      {
        "regime": "balance",
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        "color": "blue",
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      {
        "regime": "rotation_up",
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        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2025-11-21",
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        "active": false
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      {
        "regime": "balance",
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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      },
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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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      },
      {
        "date": "2026-06-12",
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        "stage": 4,
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        "modifier": "Balance after decline",
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      },
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "stage": 1,
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 5166859.3,
        "trend": 9.896667,
        "fair_value": 13.106218,
        "relative_strength": -14.686257,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 21.239045,
        "energy": 39.608716,
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      },
      {
        "date": "2026-07-17",
        "close": 10.4,
        "volume": 2994838,
        "typical_volume": 5154996.45,
        "trend": 9.842667,
        "fair_value": 13.060449,
        "relative_strength": -11.848309,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 33.669647,
        "energy": 51.581619,
        "activity_lines": [
          10.358667,
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          9.665,
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 9.91,
        "volume": 3954485,
        "typical_volume": 5143539.4,
        "trend": 9.760333,
        "fair_value": 13.013654,
        "relative_strength": -14.646185,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 28.732493,
        "energy": 39.894377,
        "activity_lines": [
          10.256,
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          9.711857,
          9.608409
        ]
      },
      {
        "date": "2026-07-31",
        "close": 10.11,
        "volume": 6743225,
        "typical_volume": 5292886.55,
        "trend": 9.706,
        "fair_value": 12.964295,
        "relative_strength": -13.180388,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 24.689436,
        "energy": 19.904523,
        "activity_lines": [
          10.186,
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          9.776143,
          9.630968
        ]
      },
      {
        "date": "2026-08-07",
        "close": 10.46,
        "volume": 4046728,
        "typical_volume": 5272158.2,
        "trend": 9.648333,
        "fair_value": 12.929679,
        "relative_strength": -12.620514,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.878795,
        "energy": 30.484879,
        "activity_lines": [
          10.238,
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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."
    }
  }
}