Functional Personas With AI: A Lean, Practical Workflow - Smashing Magazine
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Functional Personas With AI: A Lean, Practical Workflow - Smashing Magazine
"Functional personas, on the other hand, focus on what people are trying to do, not who they are on paper. With a simple AI‑assisted workflow, you can build and maintain personas that actually guide design, content, and conversion decisions. Keep users front of mind with task‑driven personas, Skip fragile demographics; center on goals, questions, and blockers, Use AI to process your messy inputs fast and fill research gaps, Validate lightly, ship confidently, and keep them updated."
"Traditional demographic personas look good but quickly get outdated, need constant updating, and rarely offer practical UX guidance. (Large preview) For too long, personas have been something that many of us just created, despite the considerable work that goes into them, only to find they have limited usefulness. I know that many of you may have given up on them entirely, but I am hoping in this post to encourage you that it is possible to create truly useful personas in a lightweight way."
Personas that focus on tasks and goals make decision-making faster and more practical than demographic profiles. Functional personas center on users' goals, questions, blockers, and tasks rather than age, income, or job title. Teams gain a shared lens that reduces debate and helps prioritize work improving the experience. AI can process messy inputs, synthesize research, and fill gaps to create and update lightweight personas quickly. Lightweight validation supports confident shipping while enabling continuous updates. Functional personas guide design, content, and conversion decisions and serve as a quick test for whether a change helps users complete tasks faster and with fewer steps.
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