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LoveGoBuy: How to Review Your Yearly Order Data for Smarter Shopping

2026-02-11

An annual data review is your key to long-term shopping efficiency on platforms like TaoBao, Tmall, and 1688.

Why Track Your Yearly Data?

Shopping with an agent like LoveGoBuy involves many small decisions. Without a systematic review, it's difficult to see the bigger picture. An annual analysis of your spreadsheet helps you:

  • Measure True Shopping Efficiency:
  • Identify Trusted Sellers:
  • Optimize Your Budget:
  • Improve QC Decisions:

Structuring Your LoveGoBuy Data Spreadsheet

A well-organized spreadsheet is crucial. We recommend creating these core columns for each order:

Column Purpose
Order Date & ID For chronological tracking and reference.
Seller/Store Name The cornerstone for identifying trusted sellers.
Item & Link Description and URL for future reference.
Price (¥) Item cost, domestic shipping, and total.
QC Status Notes on Quality Control photos (e.g., "Green Light", "Red Light - Flaw", "Exchanged").
Refund Status & Amount Track if a refund was requested and the amount recovered.
Final Outcome Rating A simple score (e.g., 1-5) or label (Great, Okay, Poor) for the overall experience.

Conducting Your Year-End Analysis

At the end of the year, use spreadsheet filters and pivot tables (or simple sorting and counting) to summarize the following key areas:

1. Summarize Total Orders & Spending

Calculate your total number of orders, total amount spentaverage order value. This gives you the baseline for your shopping volume.

2. Analyze Refund Performance

Filter the "Refund Status" column to calculate:
- Refund Rate:- Total Amount Recouped:A high refund rate in a specific category (e.g., electronics, clothing) signals an area requiring more caution or better QC.

3. Evaluate QC Outcomes

Review your "QC Status" column. How many items were "Green Lit" immediately? How many required an exchange or were red-lighted? Correlate this with your "Final Outcome Rating." This reveals how effective your QC scrutiny is in ensuring final satisfaction.

4. Identify Your Trusted Sellers

This is the most valuable step. Filter and sort by "Seller/Store Name."- Their individual refund rate.
- The average "Final Outcome Rating"Shops with a 0% refund rate and high average ratings

Turning Data into Action

Your analysis should guide next year's shopping strategy:

  • Create a "Trusted Sellers" List:
  • Set a Budget Baseline:
  • Refine Your QC Checklist:
  • Identify Risk Categories:

By dedicating a small amount of time to this yearly review, you transform your LoveGoBuy spreadsheet from a simple log into a powerful tool for smarter, more efficient, and more secure shopping. The goal is not just to buy, but to buy better, building a curated list of reliable sellers that save you time, money, and hassle in the long run.