Content Grading – Images

This agent evaluates product listing images based on multiple parameters while allowing sellers to customize compliance and quality requirements. The grading process considers factors such as resolution, white background adherence, lifestyle and infographic inclusion, prohibited verbiage, and overall clarity. Marketplace rules often vary, and sellers can define grading thresholds to align with their specific marketplace strategies. The system provides a comprehensive report highlighting areas of improvement, ensuring that listings maintain both visual appeal and compliance with platform standards.

Our AI-powered image grading agent automates the evaluation of image components in e-commerce product listings. It ensures that images meet marketplace compliance standards, maintain high visual quality, and effectively showcase products to drive discoverability and conversions.

System Overview

The system retrieves and analyzes images associated with a given product listing, assessing them based on multiple criteria to ensure compliance and effectiveness.

Image Grading Parameters

The system evaluates images based on criteria including but not limited to:

• Number of Images: Counts the total images in the listing to ensure a sufficient visual representation.
• Image Resolution: Checks if images meet marketplace resolution requirements for clarity and detail.
• Number of Lifestyle Images: Identifies how many images showcase the product in real-world usage.
• Number of Infographic Images: Assesses how many images include graphics or text to highlight product features.
• Main Image with a White Background: Ensures that the primary product image adheres to marketplace guidelines by having a plain white background.
• Prohibited Verbiage in Images: Detects any text overlays, watermarks, or elements that violate platform policies.

Outputs

• Composite Image Score: The system assigns an overall score based on the evaluated parameters, reflecting the quality and compliance of the images.
• Image Enhancement Recommendations: Provides specific suggestions to improve image quality, compliance, and effectiveness, helping sellers optimize their listings.

By automating the image grading process, this agent ensures that listings maintain a high visual standard, improving marketplace acceptance and engagement.