How to Upload Sales Data

Upload historical sales data to Moselle when you don't have an integration or need to supplement connected data sources.

Overview

Moselle uses your sales history to generate demand forecasts. For best results, upload sales data in daily format.

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Upload Sales Data

1. Navigate to Data Room

2. Click Upload Data

3. Select Sales

4. Upload your file (CSV or Excel) — see File Requirements below for template format

5. Click Upload

Note: Uploaded data can take up to 24 hours to propagate into the system.

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Data Frequency

Daily format is strongly recommended.

Moselle's forecasting models expect a continuous daily time series. When you upload data in larger intervals (weekly, monthly, quarterly), Moselle upsamples it to daily format. This can reduce forecast accuracy because:

• The system distributes aggregated sales across individual days

• AI models may interpret the pattern differently than actual daily sales behavior

• Both top-down and bottom-up forecasts can be affected

If daily data isn't available, contact [email protected] before uploading. Our team can adjust your forecasting configuration to account for the data format.

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File Requirements

• Format: CSV or Excel (.xlsx)

• Required columns: sku, date, quantity, order_#, total_sales

Ensure all column headers remain lowercase exactly as shown. SKUs must match your Moselle catalog for automatic linking.

Template

Copy the table below to start your upload file:

sku	date	quantity	order_#	total_sales
ABC-001	2025-01-15	5	10234	125.00
ABC-002	2025-01-15	2	10234	80.00
ABC-001	2025-01-16	3	10235	75.00