Home > KAKOBUY: Ranking Sellers by QC Performance Using the KAKOBUY Spreadsheet

KAKOBUY: Ranking Sellers by QC Performance Using the KAKOBUY Spreadsheet

2026-02-28

Maintaining consistent quality and reliable partnerships is crucial in global sourcing. KAKOBUY’s custom spreadsheet provides a powerful, data-driven method for evaluating and ranking suppliers. By focusing on three key performance indicators (KPIs) and assigning weighted scores, businesses can objectively identify top-performing sellers and proactively manage their supply chain.

The Three Core Performance Metrics

Our ranking system is built on measurable criteria that directly impact sourcing success:

  • Inspection Success Rate (Weight: 50%): The percentage of products passing initial quality control (QC) inspection. This is the primary indicator of product quality and manufacturing consistency.
  • Communication Speed (Weight: 30%): The average response time (in hours) to critical queries. This measures reliability and collaboration efficiency.
  • Delivery Punctuality (Weight: 20%): The percentage of orders shipped or delivered by the agreed-upon date. This assesses logistical reliability.

Building the Ranking System in Your Spreadsheet

Follow these steps to implement a weighted scoring model:

  1. Create a Data Table: Set up a table for each seller with columns for:
    • Seller Name/ID
    • Inspection Success Rate (%)
    • Avg. Communication Response Time (Hours)
    • On-Time Delivery Rate (%)
  2. Normalize the Data: Convert all metrics to a 0-100 scale for fair comparison.
    • For Inspection Success RateOn-Time Delivery Rate, the percentage itself is the score (e.g., 95% = 95 points).
    • For Communication Speed, create a scale. For example: Response in <12 hours = 100 points, <24 hours = 80 points, <48 hours = 60 points, and so on.
  3. Calculate the Weighted Score: Use this formula for each seller:

    Weighted Score = (Inspection Rate * 0.50) + (Communication Score * 0.30) + (Delivery Rate * 0.20)

  4. Generate the Ranking: Sort your seller list by the Weighted Score

Practical Example

Consider two suppliers:

Seller QC Rate (50%) Comm Score (30%) Delivery (20%) Weighted Total
Seller A 98% → 98 Fast (<12h) → 100 95% → 95 (98*0.5)+(100*0.3)+(95*0.2) = 98.0
Seller B 85% → 85 Slow (>48h) → 50 99% → 99 (85*0.5)+(50*0.3)+(99*0.2) = 78.8

Despite Seller B's excellent delivery, Seller A's superior quality and communication earn a much higher overall rank.

Benefits and Strategic Application

Implementing this system transforms subjective assessment into objective strategy:

  • Data-Driven Decisions: Allocate more business to top-ranked sellers to reduce risk.
  • Proactive Management: Identify sellers with declining scores for corrective discussions.
  • Performance Benchmarking: Set clear, measurable KPIs for all suppliers during contract negotiations.
  • Process Transparency: The clear scoring methodology ensures fair and consistent evaluation across your team.

Conclusion

The KAKOBUY spreadsheet ranking method empowers buyers to move beyond instinct, using a clear, quantitative framework to evaluate seller performance. By regularly updating and reviewing this scorecard, businesses can foster stronger supplier relationships, minimize quality issues, and build a more resilient and high-performing supply chain.