Systematically analyze website requirements from goals, users, competitors, and content scope. Use AI prompts and templates to produce actionable PRDs, KPIs, and technology selection conclusions.
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.
A Mind the Product essay argues that in the AI era the PRD as a static document can no longer do the work of a spec, and that a golden evaluation dataset is replacing it as a runnable definition of "good."
Aha! Builder added virtual user testing: define a job to be done and a persona, and an AI virtual user walks through your app, delivers structured feedback, and suggests improvements before launch.