Which AWS service should the developer use to meet this requirement?
AWS Health Dashboard
Amazon Personalize
Amazon Forecast
Amazon Transcribe
Explanations:
AWS Health Dashboard is a service that provides insights into the health of AWS services, not suitable for product recommendations.
Amazon Personalize is specifically designed to provide personalized recommendations using machine learning, making it ideal for real-time product suggestions in a retail application.
Amazon Forecast is used for time series forecasting and demand planning, not for generating personalized product recommendations.
Amazon Transcribe is a speech recognition service that converts audio to text, which is not related to product recommendations.