{
  "ticker": {
    "uuid": "459045ee-56b4-4f3b-b38a-1315d60a9fa7",
    "symbol": "ABG",
    "name": "Asbury Automotive Group 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": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 60.018,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Emerging rotation",
    "architecture_gate": "mixed",
    "architecture_direction": 33.706,
    "architecture_energy": 50.935,
    "architecture_maturity": 8.042,
    "architecture_confidence": 52.577,
    "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": 27.62,
        "rotation_up": 66.82,
        "upward_expansion": 59.9,
        "deceleration": 22.85,
        "rotation_down": 17.65,
        "downward_expansion": 18.24
      },
      "activity_lines": [
        221.787333,
        215.884182,
        207.474762,
        206.109763
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 214.32,
    "trend_reference": 208.986333,
    "distance_from_trend": 0.025522,
    "trend_direction": "Weakening",
    "fair_value": 228.384551,
    "distance_from_fair_value": -0.061583,
    "fair_value_direction": "Improving",
    "relative_strength": -14.42179,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.048355,
    "excess_performance": -0.17398,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.025522,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.038961,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.061583,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.0679,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.144218,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.084648,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.048355,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.139255,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1315903,
      "relative_activity": 1.035464,
      "balance": 2.139255,
      "dry_up": 1.094438,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.080803,
      "annualized_volatility": 0.308598,
      "from_high_reference": -0.18626,
      "from_low_reference": 0.245974
    },
    "levels": {
      "trend_reference": 208.986333,
      "fair_value_reference": 228.384551,
      "structural_low": 172.01,
      "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": 4,
        "median_return": -0.088868,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.071844,
        "regime_survival": 0.25,
        "best_return": 0.158359,
        "worst_return": -0.166959,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.025592,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.043616,
        "regime_survival": 0.0,
        "best_return": 0.298385,
        "worst_return": -0.106983,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.027316,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.066926,
        "regime_survival": 0.0,
        "best_return": 0.19185,
        "worst_return": -0.091833,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.00185,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.07695,
        "regime_survival": 0.0,
        "best_return": 0.198404,
        "worst_return": -0.194704,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": 0.252184,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": -0.132105,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-14",
        "end": "2025-03-28",
        "tenure": "New",
        "return": -0.05505,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-04-25",
        "tenure": "New",
        "return": 0.051557,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-02",
        "end": "2025-06-20",
        "tenure": "Developing",
        "return": 0.068772,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-27",
        "end": "2025-07-04",
        "tenure": "New",
        "return": 0.059517,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-11",
        "end": "2025-08-15",
        "tenure": "Developing",
        "return": -0.086126,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-22",
        "end": "2025-09-12",
        "tenure": "New",
        "return": -0.037743,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-19",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": 0.010531,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-24",
        "end": "2025-11-07",
        "tenure": "New",
        "return": -0.053148,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-14",
        "end": "2025-12-12",
        "tenure": "Developing",
        "return": 0.097033,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-12-19",
        "end": "2026-02-20",
        "tenure": "Developing",
        "return": -0.045251,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-27",
        "end": "2026-07-17",
        "tenure": "Established",
        "return": 0.030779,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.048482,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 221.37,
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        "typical_volume": 995366.2,
        "trend": 219.194667,
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      },
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      },
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      {
        "date": "2023-09-22",
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        "date": "2026-05-01",
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      },
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        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
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        "date": "2026-06-05",
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        "relative_strength": -24.118457,
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      },
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        "date": "2026-06-12",
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      },
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "energy": 17.291709,
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      },
      {
        "date": "2026-07-03",
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        "volume": 1034877,
        "typical_volume": 1232790.85,
        "trend": 212.626333,
        "fair_value": 228.638077,
        "relative_strength": -16.921041,
        "stage": 4,
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        "modifier": "Established contraction",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 1243260.15,
        "trend": 211.570667,
        "fair_value": 228.4375,
        "relative_strength": -14.697237,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": 3.038425,
        "energy": 15.195967,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 220.36,
        "volume": 1075208,
        "typical_volume": 1246348.3,
        "trend": 211.019333,
        "fair_value": 228.360513,
        "relative_strength": -9.538601,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "mixed",
        "direction": 31.852502,
        "energy": 31.407118,
        "activity_lines": [
          211.551333,
          204.587818,
          200.816476,
          203.568774
        ]
      },
      {
        "date": "2026-07-24",
        "close": 225.24,
        "volume": 1208746,
        "typical_volume": 1254520.15,
        "trend": 210.478667,
        "fair_value": 228.394167,
        "relative_strength": -6.593211,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 36.112214,
        "energy": 50.425489,
        "activity_lines": [
          217.301333,
          209.448545,
          203.298381,
          204.486237
        ]
      },
      {
        "date": "2026-07-31",
        "close": 231.7,
        "volume": 1963543,
        "typical_volume": 1283234.85,
        "trend": 210.376667,
        "fair_value": 228.46,
        "relative_strength": -4.661047,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 48.756473,
        "energy": 63.221567,
        "activity_lines": [
          223.325333,
          214.646182,
          206.298095,
          205.855355
        ]
      },
      {
        "date": "2026-08-07",
        "close": 214.32,
        "volume": 1315903,
        "typical_volume": 1270834.55,
        "trend": 208.986333,
        "fair_value": 228.384551,
        "relative_strength": -14.42179,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 33.705911,
        "energy": 50.935233,
        "activity_lines": [
          221.787333,
          215.884182,
          207.474762,
          206.109763
        ]
      }
    ],
    "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."
    }
  }
}