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LitBuy: The LitBuy Spreadsheet — Mastering Refund & Seller Analysis

2026-01-13

How to Use Tables and Formulas to Calculate Refund Processing Speeds and Seller Reliability Rates

In the dynamic world of e-commerce, particularly on platforms like LitBuy, tracking your order outcomes is crucial for smart shopping. Two key metrics define your experience: Refund Timeline EfficiencySeller Accuracy Rate. By creating a simple yet powerful spreadsheet, you can transform anecdotal frustration into actionable data, helping you make better purchasing decisions and hold sellers accountable.

Core Concepts: What We Measure

  • Refund Processing Speed:
  • Seller Reliability Rate:

Part 1: Setting Up Your Analysis Spreadsheet

Create a spreadsheet with the following columns. This structure allows for comprehensive tracking and easy formula application.

Order ID Seller Name Order Date Item Received? Refund Request Date Refund Approved Date Refund Received Date Refund Duration (Days) Seller Outcome
LB-2023-58741 TechGadgetsPro 2023-10-05 No 2023-10-20 2023-10-21 2023-10-25 (Calculated) (Calculated)
LB-2023-59233 BookWorld 2023-10-10 Yes N/A N/A N/A N/A OK
LB-2023-60512 TechGadgetsPro 2023-10-15 Yes (Wrong Item) 2023-10-30 2023-11-02 2023-11-05 (Calculated) (Calculated)

Part 2: Key Formulas for Analysis

1. Calculating Refund Processing Speed (Duration)

In cell H2

=IF(ISNUMBER(G2), NETWORKDAYS(E2, G2), "N/A")

Explanation:IF(ISNUMBER(G2), ...)NETWORKDAYS(start_date, end_date)

Average Speed Dashboard:=AVERAGE(H2:H100) // Assuming data up to row 100

2. Calculating Seller Reliability Rate

This requires two steps: classifying orders and then calculating a percentage.

Step 1 — Auto-classify "Seller Outcome" in column I:I2, use a formula to label each order automatically.

=IF(D2="Yes", IF(COUNT(F2,G2)=0, "OK", "Issue"), "Not Received")

Step 2 — Create a Seller Summary Table:

Seller Name Total Orders Successful Orders ("OK") Reliability Rate
TechGadgetsPro 2 0 0.0%
BookWorld 1 1 100.0%

Formulas for Summary Table:

  • Total Orders:=COUNTIF(Sheet1!$B$2:$B$100, A2)(Counts orders for the seller in A2)
  • Successful Orders:=COUNTIFS(Sheet1!$B$2:$B$100, A2, Sheet1!$I$2:$I$100, "OK")
  • Reliability Rate:=IFERROR(C2/B2, 0)(Format as a percentage)

Turning Data into Action

With this LitBuy Spreadsheet, you are no longer shopping in the dark.

  • Identify Slow Refund Periods:
  • Choose Sellers Wisely:
  • Spot Platform Trends:

By systematically analyzing this data, you elevate your role from a passive buyer to an informed consumer, advocating for your own time and money with clear, undeniable records.