Home > The Yearly Review: Mastering Your BaseTao Purchase History with Spreadsheet Analysis

The Yearly Review: Mastering Your BaseTao Purchase History with Spreadsheet Analysis

2025-12-26

Why a Yearly Spreadsheet Review is Essential

For serious users of the BaseTaofull year's purchase dataTotal Orders & Spend, Refund Rates, and QC Success Rates.

Step 1: Exporting and Organizing Your Data

Begin by navigating to your BaseTao account's order history. Utilize the platform's export or filtering tools to compile all transactions from the past year into a structured format (CSV or Excel). Your spreadsheet should ideally include columns for:

  • Order Date & ID
  • Item Name / Store
  • Item Price (¥)
  • Shipping Cost (Domestic & International)
  • Status (Purchased, QC, Shipped, Refunded)
  • QC Result (Passed, Failed - with notes)
  • Final Disposition (Kept, Exchanged, Refunded)

Step 2: Core Metrics for Analysis

1. Total Orders & Expenditure Analysis

Use simple SUM

Total Spend = SUM(Item Prices) + SUM(All Shipping & Fees)

Break this down further:

  • Average Order Value (AOV):
  • Spending by Category/Store:
  • Cost Fluctuation:

2. Refund Rate Analysis

This is a critical efficiency metric. Calculate it as:

Refund Rate = (Number of Successfully Refunded Items / Total Items Ordered) * 100

A high refund rate can indicate:

  • Poor pre-purchase research.
  • Consistently problematic sellers.
  • Ineffective use of BaseTao's pre-order customer service
Analyze why

3. QC (Quality Control) Success Rate

BaseTao's QC photos are your first line of defense. Calculate your annual QC pass rate:

QC Pass Rate = (Number of QC-Approved Items / Number of Items QC'd) * 100

A low pass rate signals potential issues:

  • Need to adjust expectations for a given price point.
  • Specific sellers with consistently poor quality.
  • Gaps in your own QC guidelines provided to the agent.
Correlate this with refund reasons to pinpoint the weakest link in your process.

Step 3: Evaluating Progress and Planning for Efficiency

Compare your Q4 metrics with Q1. Are you improving?

Metric Progress Indicator Action for Improvement
Decreasing Refund Rate You're getting better at vetting sellers and checking stock pre-purchase. Double down on successful research methods; create a "trusted seller" list.
Increasing QC Pass Rate Your ability to select quality items or communicate with sellers is improving. Refine your personal QC checklist; share it explicitly with your BaseTao agent.
Optimized Shipping Costs Lower average cost per gram shipped or smarter parcel consolidation. Plan purchases for batch shipping; experiment with different export lines.

Conclusion: Data-Driven Buying

An annual review of your BaseTao spreadsheettotal orders, refund rates, and QC success, you create a feedback loop that directly enhances future buying efficiency. The goal is not just to see what you bought, but to understand whyhow

Set a calendar reminder for your next yearly review, and start your new buying cycle with the power of data.