Content Grading – Text

Unlike generic grading systems, this agent provides a structured evaluation of product text while allowing for seller-defined quality standards. The grading parameters can be adjusted based on industry-specific best practices, brand guidelines, and compliance requirements. Marketplace rules vary across platforms, and the system is designed to assess and score text while ensuring that sellers have the flexibility to fine-tune grading criteria according to their content strategy. The agent also provides recommendations for improvement, helping sellers maintain high-quality, marketplace-ready content while incorporating their preferred adjustments.

Our AI-powered text grading agent ensures that e-commerce listings meet the highest quality standards by analyzing, scoring, and optimizing textual components for clarity, completeness, quality and correctness, compliance, discoverability and conversion potential. This automated system evaluates each aspect of the listing’s text content against industry benchmarks, marketplace requirements, and SEO best practices, ensuring that sellers maximize visibility and engagement.

Advanced Methodology:
Predictive Modeling for Threshold Parameters: The grading thresholds and importance weights for each text field are dynamically determined using predictive modeling, separately for each category. This ensures that the grading criteria are aligned with marketplace performance data, optimizing the text content for higher visibility and conversion rates.

Text Grading Parameters: The system evaluates the text across several listing fields, including but not limited to:

• Title Length: Measures the number of characters in the title.
• Title Does Not Contain Emoji: Ensures that the title is free of emojis, adhering to marketplace guidelines.
• Bullet Point Length and Number: Assesses both the length of individual bullet points and the total number of bullet points.
• Bullet Points Capitalization (First Character): Checks if the first character of each bullet point is capitalized, ensuring consistency and professionalism.
• Bullet Point Format All Words in Cap: Ensures that all words in each bullet point are not capitalized.
• Description Length: Evaluates the length of the product description.
• Spelling and Grammar Check: Detects and flags any spelling and grammatical errors.
• Coherence Score: Assesses the logical flow and connectivity of the text.
• Readability Check: Analyzes the ease with which the text can be read and understood by the target audience.
• Lexical Diversity Score: Measures the variety of vocabulary used in the listing.

Outputs:
a. Composite Text Score: The system aggregates the scores from all text grading parameters to provide an overall text score for the listing. This score helps sellers understand how well the text components of their listing perform relative to marketplace standards.

b. Text Enhancement Recommendations: Based on the grading results, the system offers specific recommendations for improving the text in the listing. These enhancements are tailored to maximize the listing’s overall performance.