Discovery Frameworks

Structured approaches to problem discovery and analysis

Structured Discovery

Frameworks bring structure to discovery. They help you dig deeper, stay systematic, and avoid missing critical insights.

No single framework fits all situations. Learn multiple frameworks and apply the right one for each discovery challenge.

Discovery Frameworks

Discovery Frameworks

❓5 Whys

Dig to the root cause by asking "why" five times

WHEN TO USE

Understanding why a problem exists

STEPS
  1. 1.Observe a problem or symptom
  2. 2.Ask "why does this happen?"
  3. 3.For each answer, ask "why?" again
  4. 4.Repeat 5 times to reach root cause
  5. 5.Address the root, not symptoms
EXAMPLE

Users abandon checkout β†’ Why? Shipping is expensive β†’ Why? Only one carrier β†’ Why? Haven't integrated others β†’ Root: Need more shipping options

OUTPUT: Root cause identification

When to Use Each Framework

Early Discovery

  • β€’ 5 Whys β†’ Root cause analysis
  • β€’ Problem Statement Canvas β†’ Definition
  • β€’ Customer Forces β†’ Understand switching

Mid-Late Discovery

  • β€’ Opportunity Solution Tree β†’ Ideation
  • β€’ Prioritization Matrix β†’ Decision-making
  • β€’ Problem Brief β†’ Documentation

End-to-End Discovery Process

Discovery Process

A 4-phase process for systematic problem discovery

Phase 1: Listen
1-2 weeks

Goal: Understand user context and surface problems

KEY ACTIVITIES
  • β€’10-15 user interviews
  • β€’Support ticket analysis
  • β€’Session recording review
  • β€’Competitor user research
OUTPUT

List of 20-30 potential problems

NEXT STEP

Move to qualification

🧩

Frameworks Are Tools, Not Rules

Don't rigidly follow frameworks. Adapt them to your context, combine them creatively, and focus on learning truthβ€”not checking boxes.

Key Takeaways

  • β€’Use 5 Whys to find root causes, Problem Statement Canvas to define clearly, and Opportunity Solution Tree to generate ideas.
  • β€’Follow a 4-phase process: Listen β†’ Qualify β†’ Validate β†’ Document for systematic discovery.
  • β€’Frameworks bring structure but adapt themβ€”focus on learning, not rigid process adherence.
  • β€’Discovery takes 4-6 weeks total but saves months of building the wrong thing.