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LoveGoBuy Spreadsheet: Visualize Your QC & Shipping Performance

2026-03-27

Transform your raw Taobao/TMall agent data into clear, actionable insights. By tracking key metrics in a structured spreadsheet, you can optimize your purchasing decisions and agent performance.

1. Setting Up Your Data Foundation

Create a master spreadsheet with the following columns for each order to ensure clean data:

  • Order ID / Item:
  • QC Date:
  • QC Result:
  • Ship-to-Warehouse Date:
  • International Dispatch Date:
  • Delivery Date:
  • Refund Status:
  • Refund Reason:

Consistent data entry is crucial for accurate charting later.

2. Creating Key Performance Charts

Chart A: QC Approval Rate Over Time

Purpose:

How to Build:

  1. Create a summary table counting total orders and "Approved" outcomes per month.
  2. Insert a Line ChartColumn Chart.
  3. Set the horizontal (X) axis to "Month".
  4. Set the vertical (Y) axis to "Approval Rate %" (Calculated as: (Approved Items / Total Items) * 100).

Visual Insight:

Chart B: Average Delivery Time by Month/Quarter

Purpose:

How to Build:

  1. Calculate "Total Transit Days" (Delivery Date - International Dispatch Date) for each delivered order.
  2. Group orders by month and calculate the average transit days.
  3. Insert a Bar ChartLine Chart.
  4. X-axis: "Month". Y-axis: "Average Delivery Time (Days)".

Visual Insight:

Chart C: Refund Percentage by Reason

Purpose:

How to Build:

  1. Tally all refunds, categorizing them by "Refund Reason".
  2. Insert a Pie ChartDonut Chart.
  3. Label each segment with the reason (e.g., Quality, Size) and its percentage.

Visual Insight:

3. Turning Visualization into Action

With these charts, your data analysis becomes straightforward:

  • Agent Accountability:
  • Seller Selection:
  • Personal Spending Habits:
  • Budget Forecasting:

Conclusion

The LoveGoBuy Spreadsheet method moves you from guesswork to data-driven decision-making. By consistently logging data and visualizing it through these essential charts—QC Approval Rates, Delivery Times, and Refund Percentages—you gain powerful insights into your cross-border shopping pipeline. This not only improves your personal shopping efficiency but also empowers you to interact with agents and sellers based on clear performance metrics.

Start your tracking today and transform how you see your shipping performance!