Home > Building a Seller Ranking System with the GTBuy Spreadsheet

Building a Seller Ranking System with the GTBuy Spreadsheet

2025-12-16

In decentralized group buying, identifying reliable vendors is key. A structured Seller Ranking SystemQC performance, delivery speed, and response time.

The Foundation: Core Metrics for Ranking

Build your ranking on three pillars critical to a smooth group buy:

  • QC Performance (Quality Control):
  • Delivery Speed:
  • Response Time:

Creating the Scoring Framework

Assign a score out of 100 for each seller, divided among the core metrics. Here is a sample weighting:

Metric Weight Max Score Scoring Criteria (Example)
QC Performance 50% 50 Deduct for defective items, wrong items, or poor packaging.
Delivery Speed 30% 30 Score based on adherence to estimated timeline (e.g., on-time: 30, minor delay: 20, major delay: 10).
Response Time 20% 20 Deduct for slow or unhelpful communication; reward prompt, clear replies.
Total Score 100 The sum highlights overall seller reliability.

Implementing in Your GTBuy Spreadsheet

Create dedicated columns and sheets for dynamic tracking.

1. Seller Master Sheet

This sheet holds the core data for each transaction and seller.

Seller Name | Order ID | QC Score (/50) | Delivery Score (/30) | Response Score (/20) | Total Score | Ranking Tier
------------|----------|-----------------|-----------------------|----------------------|-------------|-------------
Vendor A    | GTB-2024 | 45              | 25                    | 18                   | 88          | A
Vendor B    | GTB-2025 | 30              | 28                    | 15                   | 73          | B

2. Dashboard & Tier Assignment

Use a dashboard sheet

  • Formula for Average Total Score:=AVERAGE('Master Sheet'!F2:F100)
  • Tier Logic (Example):
    • Tier A (Trusted):
    • Tier B (Reliable):
    • Tier C (Needs Review):

3. Visual Highlights

Use conditional formatting

Best Practices for Maintenance

Consistent Data Entry

Define clear standards for scoring each metric and ensure all organizers apply them uniformly.

Regular Review Cycles

Recalculate rankings monthly or quarterly. Allow for score improvement, reflecting a seller's current performance.

Transparent Communication

Share the system's logic with your buying group. Consider publishing tier results to build community trust and incentivize sellers.

Conclusion

By implementing this Seller Ranking Systemhighlights trustworthy vendors, improves group buy outcomes, and fosters a healthier community for all participants.