{
  "ticker": {
    "uuid": "1d0deaa5-fd20-480f-9093-eda4e296834c",
    "symbol": "RVLV",
    "name": "Revolve Group LLC",
    "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": 72.785,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Value reclamation",
    "architecture_gate": "mixed",
    "architecture_direction": 21.568,
    "architecture_energy": 40.638,
    "architecture_maturity": 5.253,
    "architecture_confidence": 61.537,
    "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": 42.42,
        "rotation_up": 62.6,
        "upward_expansion": 49.18,
        "deceleration": 21.59,
        "rotation_down": 15.09,
        "downward_expansion": 21.85
      },
      "activity_lines": [
        24.696667,
        24.0,
        22.980476,
        23.133957
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.666667
    },
    "latest_close": 24.27,
    "trend_reference": 23.895667,
    "distance_from_trend": 0.015665,
    "trend_direction": "Weakening",
    "fair_value": 22.044808,
    "distance_from_fair_value": 0.10094,
    "fair_value_direction": "Improving",
    "relative_strength": -9.939354,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.09844,
    "excess_performance": -0.224065,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.015665,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.044454,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.10094,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.135603,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.099394,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.113927,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.09844,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.423471,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 7116145,
      "relative_activity": 1.441879,
      "balance": 1.423471,
      "dry_up": 0.92951,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.09103,
      "annualized_volatility": 0.483171,
      "from_high_reference": -0.233902,
      "from_low_reference": 0.398847
    },
    "levels": {
      "trend_reference": 23.895667,
      "fair_value_reference": 22.044808,
      "structural_low": 17.35,
      "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": 4,
        "median_return": -0.062609,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.044204,
        "regime_survival": 0.0,
        "best_return": 0.024948,
        "worst_return": -0.183258,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.218823,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.146945,
        "regime_survival": 0.0,
        "best_return": 0.367568,
        "worst_return": -0.307021,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.050367,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.135411,
        "regime_survival": 0.0,
        "best_return": 0.293139,
        "worst_return": -0.325664,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.234003,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.445169,
        "regime_survival": 0.0,
        "best_return": -0.119335,
        "worst_return": -0.348671,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-17",
        "end": "2025-02-28",
        "tenure": "Developing",
        "return": -0.115256,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-07",
        "end": "2025-04-04",
        "tenure": "Developing",
        "return": -0.21797,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-11",
        "end": "2025-07-04",
        "tenure": "Established",
        "return": 0.066165,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-11",
        "end": "2025-09-05",
        "tenure": "Developing",
        "return": 0.105751,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-09-12",
        "end": "2025-09-19",
        "tenure": "New",
        "return": 0.055058,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-26",
        "end": "2025-10-03",
        "tenure": "New",
        "return": 0.017281,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-10",
        "end": "2025-12-05",
        "tenure": "Developing",
        "return": 0.296555,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-12",
        "end": "2026-02-06",
        "tenure": "Developing",
        "return": -0.053446,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-02-13",
        "end": "2026-03-13",
        "tenure": "Developing",
        "return": -0.086489,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-03-20",
        "end": "2026-04-17",
        "tenure": "Developing",
        "return": 0.234735,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-24",
        "end": "2026-05-15",
        "tenure": "New",
        "return": -0.306373,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-05-22",
        "end": "2026-07-10",
        "tenure": "Developing",
        "return": 0.24441,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-17",
        "end": "2026-07-24",
        "tenure": "New",
        "return": 0.004421,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.033453,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 6859891.6,
        "trend": 20.869,
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      },
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      },
      {
        "date": "2026-05-01",
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        "date": "2026-06-05",
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      },
      {
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 5344249.3,
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        "fair_value": 21.8775,
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        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -13.189448,
        "energy": 20.25321,
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      },
      {
        "date": "2026-07-17",
        "close": 24.88,
        "volume": 3375221,
        "typical_volume": 4928686.75,
        "trend": 24.442667,
        "fair_value": 21.91391,
        "relative_strength": -3.932651,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 7.122031,
        "energy": 22.850663,
        "activity_lines": [
          23.819333,
          22.486,
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          23.033806
        ]
      },
      {
        "date": "2026-07-24",
        "close": 24.99,
        "volume": 3743812,
        "typical_volume": 4800902.3,
        "trend": 24.261667,
        "fair_value": 21.949872,
        "relative_strength": -2.898654,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 25.290666,
        "energy": 29.942543,
        "activity_lines": [
          24.350667,
          23.14,
          22.599,
          23.069118
        ]
      },
      {
        "date": "2026-07-31",
        "close": 25.11,
        "volume": 4114578,
        "typical_volume": 4750760.6,
        "trend": 24.113333,
        "fair_value": 21.998205,
        "relative_strength": -3.538759,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 26.80422,
        "energy": 37.038455,
        "activity_lines": [
          24.708667,
          23.699818,
          22.834952,
          23.123849
        ]
      },
      {
        "date": "2026-08-07",
        "close": 24.27,
        "volume": 7116145,
        "typical_volume": 4935328.5,
        "trend": 23.895667,
        "fair_value": 22.044808,
        "relative_strength": -9.939354,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 21.568489,
        "energy": 40.637552,
        "activity_lines": [
          24.696667,
          24.0,
          22.980476,
          23.133957
        ]
      }
    ],
    "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."
    }
  }
}