AI in NPS Analysis: A Mélange of Quantitative & Qualitative Data
Gone are the days when the net promoter score (NPS) was considered the holy grail of measuring customer satisfaction and, subsequently, company growth. We now know that customer satisfaction alone isn’t enough to achieve customer loyalty. Nor NPS — which acts as a sweeping generalization and cannot identify driving factors behind customers’ responses to questions, provide actionable insights, and capitalize on opportunities — can work by itself. Fortunately, artificial intelligence makes it easy for businesses to analyze NPS and unravel meaningful insights from customer feedback data. In this comprehensive article, we discuss how AI helps with NPS analysis . The NPS Quandry: When Quantitative isn’t Enough NPS can help with understanding why customers are leaving, yet it has some pitfalls. While it may work for small companies with simple offerings, it fails to work for companies with numerous offerings and multiple points of customer interaction and does not provide enough ...