Customers are having dialogs with chatbots on smartphones. AI assistant support and FAQ concept.

3 ways to adapt usability testing for AI interfaces

Personalization, trust, and adaptability: Key challenges for AI usability As AI-powered systems become increasingly central to our digital experiences, the way we approach usability testing needs to evolve. AI interfaces are dynamic, adapting and learning from user interactions, which means traditional testing methods often fall short. To create products that users trust and enjoy, we…

The difference of Quantitative Data (numerical measurements, statistical analysis) and Qualitative Data (observations and subjective interpretations) icon infographic diagram banner template. Vector.

Why you need both quantitative and qualitative data

Many people rely on only one type of data, usually the numbers. Numbers are helpful, but they don’t always tell you why something is happening. On the other hand, focusing only on user interviews or open-ended feedback might not show you how common an issue really is. By combining both types of data, you’ll see a full picture of how your product or website is performing.

Example of a basic competitive analysis for taxi mobile applications

Competitive analysis importance for B2B products

A competitive analysis provides a direction for B2B products UX designers should conduct competitive analyses to ensure that B2B products remain relevant. Unless you’re operating in the blue ocean, it’s rare that products are alone in a market. To outrun competitors, industries often focus on producing new products, features, or exclusive solutions with latest technology…