Home > CNFANS: Streamlining Your Monthly Financial Review with Data Export

CNFANS: Streamlining Your Monthly Financial Review with Data Export

2026-02-04

A step-by-step guide to exporting spreadsheet data for actionable insights on refunds, shipping, and seller performance.

Conducting a thorough monthly financial review is crucial for maintaining profitability on CNFANS. By systematically exporting and analyzing your transaction data, you can transform raw numbers into strategic reports. This guide walks you through the process of extracting key data points to build comprehensive reports on refunds, shipping costs, and top-performing sellers.

Before You Begin: Prerequisites

  • Access to your CNFANS Seller Center account with administrative privileges.
  • A spreadsheet application (e.g., Microsoft Excel, Google Sheets).
  • Clear objectives for your review period (e.g., specific month, product line).

The Core Export Process

Step 1: Navigate to the Data Report Section

Log in to your CNFANS Seller Center. Locate the "Data Center""Reports""Transaction Details," "Order Reports,""Financial Statements."

Step 2: Set Your Date Range and Filters

Select the exact date range

  • Order Status:
  • Report Type:

  • Step 3: Generate and Download the Spreadsheet

    Click the "Generate Report""Export".CSV.XLSX

    Creating Actionable Monthly Reports

    Report 1: Refunds and Returns Analysis

    Objective:

    In Your Spreadsheet:

    1. Filter the "Status" or "Transaction Type" column for "Refund."
    2. Create a pivot table to summarize total refund amounts by:
      • Product SKU/Name
      • Refund reason (if available)
    3. Calculate the refund rate: (Total Refund Amount / Total Gross Sales) * 100.

    Report 2: Shipping Cost Breakdown

    Objective:

    In Your Spreadsheet:

    1. Identify columns for "Shipping Fee," "Logistics Cost," or "Seller Shipping Charge."
    2. Sort data by shipping cost to find the highest-cost orders.
    3. Segment shipping costs by:
      • Destination region/country
      • Shipping carrier or method
      • Product category (size/weight tier)
    4. Calculate average shipping cost per order and as a percentage of order value.

    Report 3: Top-Performing Sellers/Products Analysis

    Objective:

    In Your Spreadsheet:

    1. Filter out refunded and cancelled orders to focus on net sales.
    2. Create a pivot table to summarize:
      • Net Revenue
      • Units SoldAverage Selling Price.
    3. Sort the data by Net Revenue in descending order.
    4. Add a calculated column for approximate profit margin

    Pro Tips for Effective Reviews

    • Automate Monthly Exports:
    • Use Consistent Formats:
    • Visualize Data:
    • Cross-Reference Data:

    Conclusion

    Mastering the export and analysis of your CNFANS spreadsheet data is a powerful step toward data-driven decision-making. By methodically creating these monthly reports on refunds, shipping, and seller performance, you gain clarity on your financial health, uncover hidden opportunities, and identify areas requiring immediate attention. Consistent application of this review process forms the bedrock of a sustainable and growing business on the platform.