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AI tokens are surging, but are profits?

By Eric December 1, 2025

In the ever-evolving landscape of technology, a new metric has emerged as a favorite among industry leaders and analysts: the “Net Promoter Score” (NPS). This measurement gauges customer loyalty and satisfaction by asking users how likely they are to recommend a product or service to others. While the simplicity of NPS makes it appealing—providing a quick snapshot of customer sentiment—it comes with several caveats that warrant careful consideration. For instance, the score is derived from a single question, which can oversimplify the complexities of customer experience and fail to capture the nuances of user feedback.

Critics of NPS argue that it can lead to a false sense of security for businesses that receive high scores, as it does not account for the reasons behind customer satisfaction or dissatisfaction. For example, a company may score well on NPS due to a single standout feature, while other aspects of the product or service may be lacking. Additionally, the reliance on a numerical score can overshadow the importance of qualitative feedback, which provides deeper insights into customer needs and expectations. In an era where customer experience is paramount, relying solely on NPS may hinder a company’s ability to innovate and improve.

Moreover, the application of NPS can vary significantly across different industries, making it challenging to draw meaningful comparisons. For instance, a high NPS in the software sector may not hold the same weight in the retail industry due to varying customer expectations and engagement levels. As businesses increasingly adopt NPS to drive strategic decisions, it is crucial to complement this metric with other forms of customer feedback and data analysis. This holistic approach allows companies to not only measure satisfaction but also to understand the underlying factors that contribute to customer loyalty, ultimately fostering long-term growth and success in a competitive market.

The tech world’s new favourite measure comes with several caveats

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