{
  "ticker": {
    "uuid": "b3ba266e-2435-42fd-b0b2-c0df3c4c0d80",
    "symbol": "PUB",
    "name": "Publicis Groupe S.A.",
    "exchange": "PAR",
    "country": "FR",
    "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": "^FCHI",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early 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": 91.752,
    "architecture_energy": 91.101,
    "architecture_maturity": 25.116,
    "architecture_confidence": 80.263,
    "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": 7.3,
        "rotation_up": 85.72,
        "upward_expansion": 98.47,
        "deceleration": 39.32,
        "rotation_down": 9.71,
        "downward_expansion": 20.47
      },
      "activity_lines": [
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 100.0,
    "trend_reference": 80.71351,
    "distance_from_trend": 0.23895,
    "trend_direction": "Improving",
    "fair_value": 85.947448,
    "distance_from_fair_value": 0.163502,
    "fair_value_direction": "Improving",
    "relative_strength": 13.730874,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.268392,
    "excess_performance": 0.21508,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.23895,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.005808,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.163502,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.240601,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.137309,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.212919,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.268392,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 6.587212,
        "read": "Demand-led"
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    ],
    "volume": {
      "latest": 3754974,
      "relative_activity": 1.407949,
      "balance": 6.587212,
      "dry_up": 1.26735,
      "accumulation_observations": 5,
      "distribution_observations": 1
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    "risk": {
      "range_context": 0.05087,
      "annualized_volatility": 0.302294,
      "from_high_reference": -0.008428,
      "from_low_reference": 0.467567
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    "levels": {
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      "fair_value_reference": 85.947448,
      "structural_low": 68.139999,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
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        "horizon": "Near term",
        "sample_count": 30,
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        "directional_follow_through": 0.633333,
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        "worst_return": -0.134879,
        "sufficient": true
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      },
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        "date": "2026-04-24",
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      },
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 2833580.85,
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        "relative_strength": 4.575187,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
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        "direction": 69.996733,
        "energy": 60.756948,
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      },
      {
        "date": "2026-07-24",
        "close": 88.419998,
        "volume": 2490679,
        "typical_volume": 2767203.3,
        "trend": 80.15951,
        "fair_value": 85.584603,
        "relative_strength": 5.032189,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.144889,
        "energy": 67.802541,
        "activity_lines": [
          87.24287,
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      },
      {
        "date": "2026-07-31",
        "close": 93.139999,
        "volume": 3403935,
        "typical_volume": 2760527.2,
        "trend": 80.342177,
        "fair_value": 85.741477,
        "relative_strength": 8.772185,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.789616,
        "energy": 78.289378,
        "activity_lines": [
          89.499999,
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      },
      {
        "date": "2026-08-07",
        "close": 100.0,
        "volume": 3754974,
        "typical_volume": 2666980.65,
        "trend": 80.71351,
        "fair_value": 85.947448,
        "relative_strength": 13.730874,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 91.752387,
        "energy": 91.100617,
        "activity_lines": [
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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."
    }
  }
}