{
  "ticker": {
    "uuid": "d4bd2327-9f8b-4907-beab-cc4ecda0d5b6",
    "symbol": "DV",
    "name": "DoubleVerify Holdings 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": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 81.87,
    "architecture_energy": 60.267,
    "architecture_maturity": 26.0,
    "architecture_confidence": 79.832,
    "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": 30.12,
        "rotation_up": 70.54,
        "upward_expansion": 85.79,
        "deceleration": 46.52,
        "rotation_down": 12.89,
        "downward_expansion": 10.13
      },
      "activity_lines": [
        11.816,
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        10.952429,
        10.724817
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 13.21,
    "trend_reference": 10.502,
    "distance_from_trend": 0.257856,
    "trend_direction": "Improving",
    "fair_value": 19.184936,
    "distance_from_fair_value": -0.311439,
    "fair_value_direction": "Improving",
    "relative_strength": 5.106809,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.414347,
    "excess_performance": 0.288722,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.257856,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.012078,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.311439,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.169882,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.051068,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.248373,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.414347,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.820842,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 49526259,
      "relative_activity": 3.221713,
      "balance": 2.820842,
      "dry_up": 1.261479,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.088103,
      "annualized_volatility": 0.515044,
      "from_high_reference": -0.196472,
      "from_low_reference": 0.729058
    },
    "levels": {
      "trend_reference": 10.502,
      "fair_value_reference": 19.184936,
      "structural_low": 8.6,
      "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": 9,
        "median_return": -0.065807,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.063698,
        "regime_survival": 0.555556,
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        "worst_return": -0.304749,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "regime_survival": 0.2,
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        "worst_return": -0.38497,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
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        "regime_survival": 0.25,
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        "sufficient": false
      },
      {
        "horizon": "Full cycle",
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        "worst_return": -0.569387,
        "sufficient": false
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    ],
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        "date": "2026-07-03",
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        "fair_value": 19.835064,
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      },
      {
        "date": "2026-07-17",
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        "volume": 7832628,
        "typical_volume": 14521180.45,
        "trend": 10.449,
        "fair_value": 19.644231,
        "relative_strength": -8.37305,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 61.15953,
        "energy": 63.722912,
        "activity_lines": [
          11.338,
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 10.56,
        "volume": 8972389,
        "typical_volume": 13958221.35,
        "trend": 10.417667,
        "fair_value": 19.445833,
        "relative_strength": -13.720367,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.185066,
        "energy": 53.485673,
        "activity_lines": [
          11.146,
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      },
      {
        "date": "2026-07-31",
        "close": 11.25,
        "volume": 11237796,
        "typical_volume": 13744874.45,
        "trend": 10.430667,
        "fair_value": 19.303846,
        "relative_strength": -8.055278,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.392561,
        "energy": 40.137692,
        "activity_lines": [
          11.168667,
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          10.691524,
          10.545505
        ]
      },
      {
        "date": "2026-08-07",
        "close": 13.21,
        "volume": 49526259,
        "typical_volume": 15372647.35,
        "trend": 10.502,
        "fair_value": 19.184936,
        "relative_strength": 5.106809,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.86957,
        "energy": 60.26745,
        "activity_lines": [
          11.816,
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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."
    }
  }
}