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EastMallBuy: A Simple Seller Reliability Score System

2026-03-29

Managing multiple suppliers on platforms like EastMallBuy can be challenging. This guide will show you how to use a simple spreadsheet to rank sellers based on Quality Control (QC) successShipping Punctuality, creating an easy-reference reliability score for smarter future purchasing.

Why Create a Seller Reliability Score?

Not all sellers are equal. By tracking performance data, you can:

  • Identify top-performing suppliers for repeat orders.
  • Quickly spot sellers with frequent QC failures or delays.
  • Make objective, data-driven sourcing decisions.
  • Save time and reduce risk on future projects.

Setting Up Your EastMallBuy Spreadsheet

Create a spreadsheet with the following columns. This structure is the foundation of your scoring system.

Column HeaderDescriptionSample Data
Seller NameThe store or supplier's name.TechGadgetWorld
Order DateDate order was placed.2023-10-26
QC Passed? (Y/N)Did the product pass your QC check?Y
Days to ShipNumber of days from order to shipment.4
Est. Shipping TimeThe seller's promised shipping duration.3 days
On Time? (Y/N)Shipped within promised time? (Derived from previous two columns)N
Reliability ScoreThe calculated score (see below).75
NotesAny additional comments."Good communication, but slow to ship."

Calculating the Reliability Score

The core of the system is a simple, weighted score. You can adjust the weights based on what's more important to you (e.g., quality vs. speed).

Step 1: Gather Your Data

For each seller, track data over several transactions. For this example, let's evaluate Supplier A

  • QC Success Rate:Success Rate = 80%.
  • Shipping Punctuality Rate:Punctuality Rate = 70%.

Step 2: Apply the Weighting & Calculate

We'll use a 100-point scale. A suggested weighting is 60% for QC40% for Shipping.

Formula: (QC Success Rate * 60) + (Shipping Punctuality Rate * 40) = Total Score

For Supplier A:76

This score makes it easy to compare sellers at a glance.

Implementing & Using the System

You can implement this manually or use spreadsheet formulas for automation.

Using Excel/Google Sheets Formulas

Assume your data is in columns A through H, starting row 2.

  • QC Success Rate:=COUNTIF(C2:C11, "Y")/COUNTA(C2:C11)
  • Shipping Punctuality Rate:=COUNTIF(F2:F11, "Y")/COUNTA(F2:F11).
  • Final Score (in cell G2 for first seller):=((COUNTIF(C2:C11, "Y")/10)*60) + ((COUNTIF(F2:F11, "Y")/10)*40). You can then sort your list by this score column in descending order.

Interpreting & Acting on Scores

  • 90-100:Elite Seller.
  • 70-89:Reliable Seller.
  • 50-69:Caution Advised.
  • Below 50:High-Risk Seller.

Conclusion

By investing a small amount of time to track QC and shipping data in an EastMallBuy spreadsheet, you build a powerful, personalized database of seller reliability. This simple scoring system transforms subjective impressions into clear, actionable metrics, empowering you to streamline your supply chain and minimize sourcing risks. Start tracking your next order, and let data guide your decisions.