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ItaoBuy: Ranking Agents by Transparency Using Spreadsheet Data

2026-01-26

A practical guide to building a comparative ranking table for order accuracy, refund speed, and QC verification.

Why Transparency Metrics Matter

In the world of ItaoBuyOrder Accuracy, Refund Speed, and Quality Control (QC) Verification Efficiency. Building a comparative ranking table allows you to make objective, data-driven decisions.

Setting Up Your Spreadsheet Framework

Begin by creating a new spreadsheet with the following column structure to capture essential transparency data points.

Core Data Collection Framework
Agent Name Order Accuracy Rate (%) Avg. Refund Processing (Days) QC Photos Provided (Y/N) QC Verification Time (Hours) Public QC Gallery (Y/N) Notes & Flags
Example Agent A 98.5 1.5 Y 12 Y Excellent communication
Example Agent B 95.0 3.0 Y 24 N Slow on weekends

Building the Ranking Table: Methodology

Transform raw data into a ranked score. Assign a weighted score to each critical category based on your priority (e.g., Accuracy 50%, Refund Speed 30%, QC Efficiency 20%).

Step 1: Normalize the Data

Convert all metrics to a score out of 10. For example:

  • Order Accuracy:Score = (Accuracy Rate) / 10. 98.5% → 9.85
  • Refund Speed:Score = (Fastest Agent's Days / This Agent's Days) * 10.
  • QC Efficiency:

Step 2: Calculate Weighted Total Score

Apply your chosen weights to calculate a final transparency score.

Final Score = (Accuracy_Score * 0.5) + (Refund_Score * 0.3) + (QC_Score * 0.2)

Sample Agent Transparency Ranking Table

Below is a simulated ranking table based on the methodology described.

Comparative Agent Transparency Ranking
Rank Agent Transparency Score Order Accuracy Refund Speed QC Efficiency Overall Verdict
1 Agent Alpha 9.4 9.9 9.0 9.5 Excellent
2 Agent Gamma 8.7 9.5 8.5 7.5 Very Good
3 Agent Beta 8.0 9.0 7.0 8.0 Good
4 Agent Delta 6.5 8.0 6.0 5.0 Needs Caution

Maintaining & Using Your Table

This ranking table is a dynamic tool. Update it regularly with new order data and agent performance reports. Use it to:

  1. Assign orders strategically:
  2. Identify red flags:
  3. Foster accountability:

By leveraging simple spreadsheet data, you transform subjective impressions into a clear, actionable Agent Transparency Leaderboard, empowering your ItaoBuy