Market Research Company VIsion one

Kano Analysis Model Explained

Alex Brown avatar

Kano Analysis Model Explained

An introduction to the Kano Analysis model and why it is used in modern-day market research.

Dr Noriaki Kano, an expert and lecturer in the field of quality management, laid the foundation for the Kano method in the 1970s and 1980s. His efforts worked to show how improving or adding certain types of product attributes and excluding others can reliably produce higher levels of customer satisfaction.

It’s a useful technique for deciding which features you want to include in a product or service. It helps you break away from a profit which minimises the mindset that says you’ve got to have as many features as possible in a product, and helps you think more subtly about the features you include.

When the Kano model is used in surveys and interviews, design teams have a framework for determining and prioritising which product attributes are most important to customers.

It is found that the Kano analysis has three attributes:

  • Threshold/Basic needs, which are what customers expect to be present in a product or service.
  • The performance is not a necessity, but the customer’s enjoyment will increase with the product or service
  • The excitement which customers don’t even know they want but are delighted when they find it.

Threshold attributes affect customers’ satisfaction with the product or service by their absence. If they’re not present, customers are dissatisfied. Even if they’re present, but no other attributes are present, customers aren’t particularly happy.

The Kano analysis helps to identify unspoken needs before prioritisation; it is intended to help prioritise customer needs.

Using this Market Research method will not only help you assign your features to a product attribute category but also help you reassess your product offerings over time. Use it repeatedly, particularly when there are cultural, economic or technological shifts, as these can change customers’ attitudes.

Social and public sector research news

Customer Service

Why Great Customer Service Matters More Than Ever Recent data highlights that UK customer satisfaction (as measured by the UK Customer Satisfaction Index, UKCSI) has reached 77.3 in July 2025, marking a 1.5‑point increase from July 2024 and the highest level since early 2023. This signals a slowly improving landscape—yet challenges remain. In January 2025, service failures still cost UK organisations a staggering £7.3 billion per month, and just 21% of customers reported increasing their spend due to excellent service, according to the Institute of Customer Service. The Business Case for Great Service UK-Specific Snapshot: Who’s Getting It Right—and Where We’re Falling Short AI isn’t the silver bullet: While AI chatbots offer efficiency, 42% of Brits admit to being ruder to AI than human agents, and 57% have abandoned purchases due to poor support. Top performers: John Lewis (recently overtaking M&S), Nationwide, and Timpson recently topped the UKCSI charts according to theInstitute of Customer Service. Twenty-six percent of customers now say positive personal treatment improves their satisfactionInstitute of Customer Service. Lingering frustrations: A Guardian investigation reports that UK adults spend between 28 and 41 minutes per week wrestling with inefficient service systems—particularly across energy, broadband, NHS, and council servicesThe Guardian. In the telecom sector, providers like TalkTalk, Virgin Media, BT, and EE top the complaint charts, while smaller players such…

Why Customer Service Matters More Than Ever