Personas make "who we design for" concrete, and journey maps reveal "where the experience breaks." Applying Nielsen Norman Group's methods, this guide covers the construction steps and application scenarios for both.
Requirements gathering starts with user research. Nielsen Norman Group maps 20 user research methods across attitude/behavior, qualitative/quantitative, and context of use to help you choose the right method at each stage.
Requirements will change. This guide walks through the requirements change management process — receiving and recording change requests, impact assessment, change control, baselining, and how agile teams welcome change without losing control.
Prioritizing requirements is the hardest and most important step in requirements analysis. Based on Product School's framework, this compares MoSCoW, RICE, the Kano model and the value-cost matrix, with selection and pitfall guidance.
Turning "what we think users want" into "what users actually need and can use" requires validation. Applying Nielsen Norman Group's methods, this guide covers prototype, usability, A/B, and interview validation methods.
A product roadmap is the bridge between vision and execution. Applying Aha! Blog's approach, this guide explains the roadmap vs. release plan distinction, themes vs. features, and how to align stakeholders and set a planning rhythm.
Product manager roles differ across companies, but the core skills are shared. Combining Aha! Blog's ten skills with Product School's six-step path, this guide covers what you do, what you need, and where you grow.
A PRD is the hub that connects product goals to engineering delivery. Applying ProductPlan's approach, this guide explains the PRD vs. MRD distinction, the modules a PRD should include, and the full drafting-to-review process.
A good metric system turns "are we doing well" from a feeling into a testable judgment. Applying Mind the Product's approach, this guide covers North Star metrics, AARRR, OKRs, and metric tree construction.
The goal of competitive analysis is not to copy competitors but to find a unique position. Applying Aha! Blog's approach, this guide covers competitor definition, feature matrices, SWOT, and positioning for differentiation.
Business analysts connect business goals with solutions using data and structured methods. Drawing on Coursera's BA career guide, this covers the standard BA workflow, core skills, certifications and career outlook.
Webflow MCP 2.0 lets AI agents read and modify CSS design tokens, build components from screenshots, learn team conventions through skills and rules, and query site traffic in plain language.