{
  "ticker": {
    "uuid": "2270eba1-96e0-474d-9fb2-95ba4b5dca92",
    "symbol": "PEP",
    "name": "PepsiCo, Inc.",
    "exchange": "MEX",
    "country": "MX",
    "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": "^MXX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -68.09,
    "architecture_energy": 60.233,
    "architecture_maturity": 31.869,
    "architecture_confidence": 95.251,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 9.61,
        "rotation_up": 21.91,
        "upward_expansion": 10.41,
        "deceleration": 51.66,
        "rotation_down": 60.34,
        "downward_expansion": 83.74
      },
      "activity_lines": [
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      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 2383.679932,
    "trend_reference": 2628.297233,
    "distance_from_trend": -0.093071,
    "trend_direction": "Weakening",
    "fair_value": 2858.727724,
    "distance_from_fair_value": -0.166175,
    "fair_value_direction": "Weakening",
    "relative_strength": -12.152201,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.181863,
    "excess_performance": -0.127196,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.093071,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.024078,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.166175,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.076219,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.121522,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.017326,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.181863,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.22316,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3960,
      "relative_activity": 1.714434,
      "balance": 0.22316,
      "dry_up": 2.338731,
      "accumulation_observations": 1,
      "distribution_observations": 6
    },
    "risk": {
      "range_context": 0.034923,
      "annualized_volatility": 0.17401,
      "from_high_reference": -0.193455,
      "from_low_reference": 0.020848
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    "levels": {
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      "fair_value_reference": 2858.727724,
      "structural_low": 2335.0,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 27,
        "median_return": 0.003752,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.444444,
        "median_excess_return": -0.009583,
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        "worst_return": -0.08496,
        "sufficient": true
      },
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        "horizon": "Intermediate",
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        "worst_return": -0.137829,
        "sufficient": true
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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      },
      {
        "date": "2026-07-03",
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      },
      {
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      },
      {
        "date": "2026-07-24",
        "close": 2390.0,
        "volume": 3813,
        "typical_volume": 1979.5,
        "trend": 2636.865674,
        "fair_value": 2868.319727,
        "relative_strength": -12.034177,
        "stage": 4,
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        "modifier": "Early contraction",
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        "energy": 64.144585,
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      },
      {
        "date": "2026-07-31",
        "close": 2421.0,
        "volume": 3650,
        "typical_volume": 2126.45,
        "trend": 2632.566105,
        "fair_value": 2863.384883,
        "relative_strength": -11.226415,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.15891,
        "energy": 59.331064,
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      },
      {
        "date": "2026-08-07",
        "close": 2383.679932,
        "volume": 3960,
        "typical_volume": 2309.8,
        "trend": 2628.297233,
        "fair_value": 2858.727724,
        "relative_strength": -12.152201,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.089997,
        "energy": 60.232683,
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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."
    }
  }
}