Due to the ongoing online shopping trend, there has been an increasing demand for easy analysis of consumer reviews for a product. AIM Thus, we aim to ease this task by proposing a product aspect ranking framework which identifies the important aspects of a given product and ranks it based on those aspects as per the reviews.