Summary: A mindful incentive structure can keep diary study participants engaged and responding, without overloading you with low-quality responses. Compared to other UX research studies, diary studies — especially longer ones — are particularly vulnerable to high participant attrition — when participants stop submitting entries or responding. One of the strongest levers against attrition is… Continue reading Incentive Structures for Diary Studies
Tag: approach
Rethinking design with your hands in the AI world
Why design isn’t found in a prompt, but in toil and the creator’s “thinking hand.” In a world of automated perfection, the “thinking hand” reclaims the grit, soul, and human conviction that make design truly come alive. (image source: jonmiura) Lucasfilm and the Art of the Matte Painting For close to 50 years, the same Star… Continue reading Rethinking design with your hands in the AI world
Designing AI Agents: 4 Lessons from China’s Qwen Agent
Summary: A study of Qwen’s AI agent reveals 4 design lessons: support discoverability, reuse familiar patterns, handle personal data carefully, and protect user autonomy. GenAI chatbots have made AI-as-personal-assistant feel within reach — and AI agents are the next step toward making that vision real. In consumer contexts, AI agents could theoretically handle daily requests,… Continue reading Designing AI Agents: 4 Lessons from China’s Qwen Agent
10 Guidelines for Designing Your Site’s AI Chatbots
Summary: Helpful site-specific AI chatbots clearly state their capabilities, offer relevant prompt suggestions, and quickly signal they know what users are looking at. AI chatbots are increasingly becoming a standard feature on many websites. As more sites adopt them, the question is not only whether to have one — it’s how to design one so… Continue reading 10 Guidelines for Designing Your Site’s AI Chatbots
Less Chat, More Answer: Site AI Chatbots Need to Get to the Point
Summary: Users turn to site-specific chatbots for quick answers, not a conversation. Design responses that are direct, scannable, and easy to expand when needed. It’s easy to assume that a friendly, conversational AI chatbot might help build customer relationships or make a brand feel more approachable. However, the reality is that users who land on… Continue reading Less Chat, More Answer: Site AI Chatbots Need to Get to the Point
AI Can Help with Survey Writing, But It Still Requires Human Expertise
Summary: AI can produce polished survey drafts quickly, but experienced human review is still needed to catch subtle survey-design flaws that weaken data quality. Generative AI chatbots are an appealing tool for UX researchers who are under pressure to quickly deploy surveys. When given a clear research objective and prompted to use survey-design best practices,… Continue reading AI Can Help with Survey Writing, But It Still Requires Human Expertise
Beyond the Primary User: 3 Types of Smart-Home Users
Summary: Smart-home devices often serve multiple users with different needs and preferences. Designing for shared use can reduce unnecessary friction and dependency. Smart-home devices, such as smart cameras, thermostats, and lights, are becoming increasingly ubiquitous, with Horowitz Research and Aviva reporting that nearly half of American households and about 80% of adults in the UK… Continue reading Beyond the Primary User: 3 Types of Smart-Home Users
4 Proven Methods to Get the Most Out of ChatGPT-5
[unable to retrieve full-text content] ChatGPT 5 is the latest version of OpenAI’s AI model. This model shows better performance in several areas, including improved accuracy on advanced math and coding tasks, and it has a larger context window for processing long documents. However, despite all the advantages of this new model, it has one… Continue reading 4 Proven Methods to Get the Most Out of ChatGPT-5
Managed-UX Integration: A Team Model for UX Autonomy and Product Alignment
Summary: In the managed-UX integration model, UXers report to UX leadership, stay connected to their peers, and work daily with product teams to drive outcomes. How Should UX Teams Be Structured? As product development grows more complex, so do the questions related to team models and reporting structures: Should UX professionals report to product managers?… Continue reading Managed-UX Integration: A Team Model for UX Autonomy and Product Alignment
Product Validation Testing: Build Products w/ Product-Market Fit in 9 Steps
Key takeaways 🧪 Product validation confirms whether your idea solves a real problem for real users before you invest time and money building it ⚙️ It replaces assumptions through prototyping, interviews, surveys, and A/B tests 💪 Strong validation leads to better adoption, retention, and long-term success 🔎 The process involves defining hypotheses, mapping assumptions, selecting… Continue reading Product Validation Testing: Build Products w/ Product-Market Fit in 9 Steps
5 Image Editing Techniques with Google Nano Banana
[unable to retrieve full-text content] Image generated in Google Nano Banana (prompt: friendly banana in pixelated style of old games). Google Nano Banana is the codename for Gemini 2.5 Flash Image, the latest image generation & editing model from Google. This model has a few notable features that make it stand out, such as advanced image… Continue reading 5 Image Editing Techniques with Google Nano Banana
You need to get started on ADA Title II compliance now: How to strategize funding, slash risk, and ensure ROI
Title II of the Americans with Disabilities Act (ADA) prohibits discrimination against individuals with disabilities by state and local governments, and the ADA Title II compliance clock is ticking. Do you have enough budget set aside? For large entities with populations of 50,000 or more, the deadline is less than nine months away. Fortunately, even… Continue reading You need to get started on ADA Title II compliance now: How to strategize funding, slash risk, and ensure ROI
How to eliminate costly rework and fix accessibility issues early with expert guidance from axe Assistant
Engineering teams today are under pressure to deliver high-quality, accessible code quickly, but these teams often lack an immediate channel to accessibility experts who can validate their work in real time. Without that guidance, issues can slip through that can lead to production delays, costly rework, and broken user experiences. That’s why having a reliable,… Continue reading How to eliminate costly rework and fix accessibility issues early with expert guidance from axe Assistant
21 Creative Typographic Posters with Visual Structure
Typographic posters focus on the use of text as the main visual element. Instead of relying on images or illustrations, the message is shaped through font choice, layout, and visual rhythm. Typography becomes both content and form. These posters often explore contrast, balance, and alignment. Designers experiment with scale, weight, and positioning to lead the… Continue reading 21 Creative Typographic Posters with Visual Structure
How to Know If Your SEO Expert Actually Knows SaaS?
In the digital marketing landscape, search engine optimization (SEO) is vital, especially for software as a service (SaaS) companies. These businesses rely heavily on online visibility to attract potential customers. However, not every SEO expert understands the specific needs of SaaS. This post explores determining if an SEO professional truly grasps the nuances of SaaS.… Continue reading How to Know If Your SEO Expert Actually Knows SaaS?
A tailored digital accessibility plan for your organization—in minutes.
Developing a strategic plan for digital accessibility is one of the most impactful efforts your organization can undertake to create more effective and inclusive customer experiences. Far beyond a legal requirement alone, digital accessibility is a competitive advantage—expanding your reach, improving usability for everyone, and reinforcing your commitment to your customers. With legislation like the… Continue reading A tailored digital accessibility plan for your organization—in minutes.
Whitenoise Celebrates 25 Years with Graphic Design Playing Cards
Belfast’s Whitenoise agency marks 25 years with custom playing cards. Each card features unique graphic design. A celebration of design and play. To celebrate its 25th anniversary, Belfast-based agency Whitenoise created a unique and playful project: a custom deck of playing cards. This initiative showcases the agency’s graphic design talent and its passion for storytelling.… Continue reading Whitenoise Celebrates 25 Years with Graphic Design Playing Cards
How AI Models Are Trained
Summary: Training modern LLMs is a costly process that shapes the model’s outputs and involves unsupervised, supervised, and reinforcement learning. By this point, you’ve undoubtedly heard that the large language model (LLM) behind your favorite AI tool has been “trained on the whole internet.” To some extent, that’s true, but after training hundreds of UX… Continue reading How AI Models Are Trained
Beyond the Model: a systems approach to AI product design
[unable to retrieve full-text content] Integrating AI from technical components to user experience. Source Reading Paz Perez’s “The Rise of the Model Designer” offers a clear and accessible perspective on the current wave in AI product development. She makes an interesting case for why designers should step beyond the interface and help shape the very… Continue reading Beyond the Model: a systems approach to AI product design
No 16. Some AI Learning Resources & Insights
[unable to retrieve full-text content] Since joining Microsoft’s AI team last year, I’ve found myself diving headfirst into the world of artificial intelligence. What began as an overwhelming experience, trying to grasp concepts and frameworks, has now turned into a passion project that I’m eager to share with you. In just six months, I transitioned… Continue reading No 16. Some AI Learning Resources & Insights
Kate Moran about UX Leadership and AI in UX Research
“I think UX professionals are better qualified for leadership roles than they (often) realize. That empathy and passion we have for users is just as important when applied to the business and the people you’re responsible for.” – Kate Meet Kate Moran – a globally recognized UX expert, UX researcher, and a Vice President at… Continue reading Kate Moran about UX Leadership and AI in UX Research
AI Hallucinations: What Designers Need to Know
Summary: Plausible but incorrect AI responses create design challenges and user distrust. Discover evidence-based UI patterns to help users identify fabrications. What Are AI Hallucinations? Generative AIs are well-known for their tendency to produce hallucinations — untruthful answers (or nonsense images). A hallucination occurs when a generative AI system generates output data that seems plausible… Continue reading AI Hallucinations: What Designers Need to Know
Choose Customer Loyalty over Short-Term Profit
Summary: Prioritizing user loyalty over short-term profit maximization leads to sustainable growth by fostering trust, customer retention, and long-term profitability. The most important business goal of most digital products is to maximize user loyalty and the lifetime value of the user’s future visits and purchases. Maximizing the value of a single, specific visit is less… Continue reading Choose Customer Loyalty over Short-Term Profit
Redefine Your Design Skills to Prepare for AI
Summary: Designers must embrace 5 principles as our industry shifts with AI. Generative AI is impacting job markets. According to researchers at Harvard Business School, the German Institute for Economic Research, and the U.K.’s Imperial College London Business School, demand for automation-prone jobs fell 21% eight months after the release of ChatGPT in late 2022.… Continue reading Redefine Your Design Skills to Prepare for AI