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Recommendations

Recommendations

Schema-backed JSON · Evidence and guardrails required · Monitor Only

IDRecommendationScopeConfidenceRiskStatus
rec-001Add negative target for reconnect complaintAccountHighLowGenerated
rec-002Review Travel Mug budget allocationCampaignMediumMediumGenerated
rec-003Increase high-efficiency earbuds bidActionMediumMediumValidated
Policy boundary

Validation only changes the mock recommendation status. It never calls Amazon Ads, changes bids or budgets, or bypasses approval.

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