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CNFANS: Automating Seller Ratings with Spreadsheet Formulas

2026-03-04

Manually tracking supplier performance is time-consuming. This guide shows you how to create a self-calculating seller scorecard using basic spreadsheet formulas, turning raw data on reliability and refunds into an actionable, auto-updating rating.

The Core Concept: The Performance Score

We'll combine two critical metrics into a single, weighted score out of 100:

  • Reliability Ratio (Weight: 70%):
  • Refund Ratio (Weight: 30%):

Building the Automated Spreadsheet

Assume your data starts in Row 2. Columns A-E hold the raw data, while F-H calculate the scores.

A (Seller) B (Total Orders) C (Completed Orders) D (Total Order Value) E (Total Refund Amount) F (Reliability Score) G (Refund Score) H (Total Performance Score)
Supplier ABC 50 48 $5000 $200 Formula 1 Formula 2 Formula 3

Step 1: Calculate Reliability Score (Column F)

In cell F2, enter:

=IFERROR((C2/B2)*100, 0)
This formula calculates the percentage. The IFERROR

Step 2: Calculate Refund Score (Column G)

In cell G2, enter:

=IFERROR((1 - (E2/D2))*100, 100)
This shows the percentage of value notIFERROR

Step 3: Calculate Weighted Total Performance Score (Column H)

In cell H2, enter the core automation formula:

=(F2 * 0.70) + (G2 * 0.30)
This applies the 70% weight to Reliability and 30% to Refund Score. The result is your key automated rating.

Step 4: Add a Rating Tier (Optional Column I)

For quick visual sorting, in I2, use a VLOOKUPIF:

=IF(H2>=90, "Excellent", IF(H2>=80, "Good", IF(H2>=70, "Fair", "Review Needed")))
This automatically categorizes the seller based on the calculated score.

How to Use & Update

  1. Input Raw Data:
  2. Scores Auto-Calculate:
  3. Sort & Decide:

Key Benefits of This Method

  • Efficiency:
  • Objectivity:
  • Actionable Insights:
  • Scalability:

By implementing this simple automated scorecard, CNFANS users can make data-driven sourcing decisions, reward reliable suppliers, and systematically manage risk—all from within a familiar spreadsheet environment.