Decisions must be based on data. Otherwise, you risk missing vital factors and end up with unsatisfactory results. Use quantitative rankings, charts, and matrices with values directly tied to your customer feedback and product strategy to help you with decision-making.
Scores discard and reiterated assessment over time.