{
  "ticker": {
    "uuid": "efd0e529-f2bd-4b2a-bc63-875c871db33d",
    "symbol": "ZETA",
    "name": "Zeta Global Holdings Corp",
    "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": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 80.943,
    "architecture_energy": 63.874,
    "architecture_maturity": 22.0,
    "architecture_confidence": 88.47,
    "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": 23.88,
        "rotation_up": 69.4,
        "upward_expansion": 87.79,
        "deceleration": 44.14,
        "rotation_down": 13.76,
        "downward_expansion": 12.13
      },
      "activity_lines": [
        22.789333,
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        19.675462
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      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 26.64,
    "trend_reference": 18.875,
    "distance_from_trend": 0.411391,
    "trend_direction": "Improving",
    "fair_value": 16.788333,
    "distance_from_fair_value": 0.586816,
    "fair_value_direction": "Improving",
    "relative_strength": 24.564673,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.577265,
    "excess_performance": 0.45164,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.411391,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.031458,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.586816,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.500953,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.245647,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.374771,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.577265,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.564012,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 87832532,
      "relative_activity": 2.0399,
      "balance": 2.564012,
      "dry_up": 1.108987,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.124841,
      "annualized_volatility": 0.713508,
      "from_high_reference": -0.065263,
      "from_low_reference": 0.854507
    },
    "levels": {
      "trend_reference": 18.875,
      "fair_value_reference": 16.788333,
      "structural_low": 14.365,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 18,
        "median_return": 0.049225,
        "positive_rate": 0.611111,
        "directional_follow_through": 0.611111,
        "median_excess_return": 0.010529,
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        "best_return": 0.322414,
        "worst_return": -0.23692,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
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        "regime_survival": 0.5,
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        "worst_return": -0.33405,
        "sufficient": true
      },
      {
        "horizon": "Extended",
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        "sufficient": false
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      {
        "horizon": "Full cycle",
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        "regime": "rotation_down",
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      {
        "regime": "downward_expansion",
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      {
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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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        "typical_volume": 41041560.75,
        "trend": 18.136,
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        "energy": 15.879125,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 41776860.3,
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        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -1.947379,
        "energy": 8.704748,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 40826538.25,
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        "stage": 3,
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        "modifier": "Balance after decline",
        "gate": "mixed",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 41511244.85,
        "trend": 18.383,
        "fair_value": 16.078974,
        "relative_strength": 10.623303,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 35.028683,
        "energy": 54.671237,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 20.21,
        "volume": 36829665,
        "typical_volume": 41474945.5,
        "trend": 18.442,
        "fair_value": 16.150513,
        "relative_strength": 0.479688,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 31.319948,
        "energy": 54.054585,
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      },
      {
        "date": "2026-06-19",
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        "gate": "mixed",
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        "energy": 46.843345,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 41365961.3,
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        "fair_value": 16.284231,
        "relative_strength": -4.388792,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 23.825808,
        "energy": 20.171475,
        "activity_lines": [
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          18.44129
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      },
      {
        "date": "2026-07-03",
        "close": 20.7,
        "volume": 27568783,
        "typical_volume": 40638198.15,
        "trend": 18.575667,
        "fair_value": 16.364872,
        "relative_strength": 1.86251,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 45.664193,
        "energy": 22.776192,
        "activity_lines": [
          19.904,
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      },
      {
        "date": "2026-07-10",
        "close": 21.49,
        "volume": 49413427,
        "typical_volume": 41850528.55,
        "trend": 18.673333,
        "fair_value": 16.443654,
        "relative_strength": 3.903067,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 58.912681,
        "energy": 29.166833,
        "activity_lines": [
          20.346667,
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      },
      {
        "date": "2026-07-17",
        "close": 21.68,
        "volume": 41122201,
        "typical_volume": 40455678.25,
        "trend": 18.796333,
        "fair_value": 16.525385,
        "relative_strength": 6.165312,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 59.387975,
        "energy": 35.011742,
        "activity_lines": [
          20.888,
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          19.515333,
          18.963892
        ]
      },
      {
        "date": "2026-07-24",
        "close": 19.13,
        "volume": 29330726,
        "typical_volume": 39819375.8,
        "trend": 18.744,
        "fair_value": 16.591282,
        "relative_strength": -5.797716,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 50.583214,
        "energy": 30.831847,
        "activity_lines": [
          20.481333,
          20.419818,
          19.562571,
          18.985419
        ]
      },
      {
        "date": "2026-07-31",
        "close": 21.6,
        "volume": 32714311,
        "typical_volume": 39994972.1,
        "trend": 18.800333,
        "fair_value": 16.669936,
        "relative_strength": 4.889752,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 58.279617,
        "energy": 38.415796,
        "activity_lines": [
          20.882667,
          20.623636,
          19.843667,
          19.169677
        ]
      },
      {
        "date": "2026-08-07",
        "close": 26.64,
        "volume": 87832532,
        "typical_volume": 43057280.15,
        "trend": 18.875,
        "fair_value": 16.788333,
        "relative_strength": 24.564673,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 80.942665,
        "energy": 63.87384,
        "activity_lines": [
          22.789333,
          21.692727,
          20.586857,
          19.675462
        ]
      }
    ],
    "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."
    }
  }
}