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Optimisation des prévisions de vente

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Optimisation des modèles de prévision des ventes

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As a retail business analyst, please construct a comprehensive sales forecasting plan based on the provided sales records from the past twelve months, the seasonal promotional calendar, and the current market trend report. You need to identify key sales drivers, evaluate the specific impact of promotional activities on sales volume, and consider how macroeconomic indicators might interfere with consumer purchasing power. The final output should include a sales revenue forecast range for the next three months, inventory turnover recommendations, and restocking strategies for high-risk SKUs, ensuring the plan is actionable and aligns with cost control requirements.

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En tant qu'analyste commercial dans le secteur de la vente au détail, veuillez élaborer un plan de prévision des ventes complet basé sur les enregistrements de vente des douze derniers mois, le calendrier des promotions saisonnières et le rapport actuel sur les tendances du marché. Vous devez identifier les principaux moteurs des ventes, évaluer l'impact spécifique des activités promotionnelles sur le volume des ventes et tenir compte de l'interférence potentielle des indicateurs macroéconomiques sur le pouvoir d'achat des consommateurs. La sortie finale doit inclure une fourchette de prévision des revenus des ventes pour les trois prochains mois, des recommandations sur le taux de rotation des stocks et des stratégies de réapprovisionnement pour les SKU à risque élevé, garantissant que le plan est exécutable et conforme aux exigences de contrôle des coûts.

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