Amazon Marketplace scores product page quality with SageMaker AI
The non-obvious part is the fusion design: instead of relying on a vision-language model alone, OCR readability features feed a CatBoost classifier alongside it, with SHAP explanations attached to every decision. Teams building content-moderation or quality-scoring pipelines can copy this rendering-plus-ML pattern on SageMaker. It also shows how Amazon turns model outputs into seller-facing guidance rather than just internal metrics.