{
  "as_of": "2026-08-10T23:59:59.000Z",
  "budget": 100,
  "currency": "USD",
  "objective": "maximize_expected_incremental_contribution_profit",
  "constraints": {
    "max_product_share": 0.30,
    "scale_pool_share": 0.70,
    "keep_pool_share": 0.10,
    "exploration_pool_share": 0.20,
    "exploration_products": 2
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      "promotion_eligible": true,
      "cost_confidence": "high",
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    },
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      "product_id": "beta",
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      "promotion_eligible": true,
      "cost_confidence": "high",
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      ]
    },
    {
      "product_id": "gamma",
      "name": "Emerging product with little ad evidence",
      "promotion_eligible": true,
      "cost_confidence": "medium",
      "history": [
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        {"timestamp":"2026-08-08T00:00:00.000Z","units":7,"revenue":350,"variable_cost":140,"marketplace_or_payment_fees":35,"promotion_spend":2,"promotion_impressions":250,"promotion_clicks":5,"promotion_orders":0,"promotion_revenue":0}
      ]
    },
    {
      "product_id": "delta",
      "name": "Stale product",
      "promotion_eligible": true,
      "cost_confidence": "medium",
      "history": [
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        {"timestamp":"2026-08-01T00:00:00.000Z","units":0,"revenue":0,"variable_cost":0,"marketplace_or_payment_fees":0,"promotion_spend":12,"promotion_impressions":2500,"promotion_clicks":38,"promotion_orders":0,"promotion_revenue":0}
      ]
    },
    {
      "product_id": "epsilon",
      "name": "New high-margin exploration candidate",
      "promotion_eligible": true,
      "cost_confidence": "low",
      "history": [
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        {"timestamp":"2026-08-09T00:00:00.000Z","units":4,"revenue":320,"variable_cost":88,"marketplace_or_payment_fees":32,"promotion_spend":0}
      ]
    },
    {
      "product_id": "zeta",
      "name": "Ineligible product",
      "promotion_eligible": false,
      "cost_confidence": "high",
      "history": [
        {"timestamp":"2026-08-09T00:00:00.000Z","units":50,"revenue":2500,"variable_cost":1000,"marketplace_or_payment_fees":250}
      ]
    }
  ]
}
