Understanding the boundaries of DuoScore is critical.

DuoScore Measures:

  • Product information clarity and structure
  • Semantic consistency across product attributes
  • AI-readable product descriptions
  • Completeness and coherence of product data
  • How easily AI systems can extract, summarize, and cite product information

These factors influence whether AI can confidently describe and reference a product.

DuoScore Does NOT Measure:

  • Sales volume
  • Conversion rate
  • Advertising spend
  • Amazon ranking factors
  • Review count or star rating
  • Marketplace authority or endorsement

DuoScore is not a performance metric.

It is a structural and semantic quality signal for AI systems.