Retail Templates
Retail

Marketplace Seller Grading System

Objective performance evaluation system that scores sellers on delivery, satisfaction, inventory, and compliance metrics to determine marketplace status.

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Solution

This automated grading system objectively evaluates marketplace seller performance using key operational metrics. It scores sellers on four critical dimensions: on-time delivery rate, customer satisfaction ratings, inventory accuracy, and policy compliance. Each metric is assessed against industry-standard thresholds and assigned a 1-5 point score.

The system automatically identifies seller strengths and improvement areas by analyzing performance patterns. Based on the aggregate score calculation, sellers receive a letter grade (A-F), performance status, and specific recommended actions. Top performers gain premium status with enhanced visibility, while underperforming sellers receive targeted improvement plans. This creates a fair, transparent framework that motivates sellers to maintain high standards while giving marketplace administrators clear insights for partner management.

How it works

The decision system follows a structured evaluation process:

  1. Data Collection: Processes seller performance metrics and account information from the marketplace platform.
  2. Individual Metric Scoring: Evaluates each performance indicator against defined thresholds:
    • On-time delivery (≥98% = 5 points, scaling down to <85% = 1 point)
    • Customer satisfaction (≥4.8 = 5 points, scaling down to <3.5 = 1 point)
    • Inventory accuracy (≥99% = 5 points, scaling down to <85% = 1 point)
    • Policy compliance (≥98% = 5 points, scaling down to <85% = 1 point)
  3. Score Aggregation: Calculates the average score across all metrics and identifies specific strengths (scores ≥4) and improvement areas (scores ≤2).
  4. Grade Assignment: Assigns letter grades based on the average score:
    • A grade (≥4.5) = "Outstanding" with premium seller status
    • B grade (≥3.5) = "Good" with featured seller status
    • C grade (≥2.5) = "Satisfactory" with standard privileges
    • D grade (≥1.5) = "Needs Improvement" requiring a performance plan
    • F grade (<1.5) = "Poor" triggering account review

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