AI Skill Report Card

Applying Design Thinking B2B

A-82·Feb 25, 2026·Source: Web
15 / 15

Start every B2B project with this foundation:

  1. Draft 3 primary buyer personas in 2 minutes
  2. Write one "How Might We..." statement
  3. Set 3 constraints for ideation
  4. Sketch 6 concepts in 6 minutes
  5. Pick validation criteria before choosing direction
Recommendation
Add more concrete input/output examples showing different B2B scenarios (enterprise vs SMB, different industries)
14 / 15

Progress:

  • Empathize: Research buyer personas and pain points
  • Define: Create HMW statements and design brief
  • Ideate: Generate solutions within constraints
  • Prototype: Build wireframe-first concepts
  • Test: Validate with heuristic evaluation

Phase 1: Empathize

Buyer Personas Template:

[Role Title] - [Company Size]
Goals: 3 business objectives
Frustrations: 3 specific pain points
Decision Process: Who else is involved?
Content Preferences: How do they consume info?
Success Metrics: How do they measure wins?

Pain Point Investigation:

  • What keeps them up at night? (emotional)
  • What slows down their process? (functional)
  • What makes them look bad? (social)

Phase 2: Define

HMW Statement Formula: "How might we help [specific persona] [achieve specific goal] while [acknowledging constraint]?"

Design Brief Checklist:

  • Target persona defined
  • Core problem statement (1 sentence)
  • Success metrics identified
  • Business constraints listed
  • Timeline and scope boundaries

Phase 3: Ideate

Constraint-Based Brainstorming: Set exactly 3 constraints before starting:

  1. Channel constraint (email, web, social, etc.)
  2. Resource constraint (budget, time, team size)
  3. Brand constraint (tone, visual limits, compliance)

6-3-1 Method:

  • 6 minutes: Generate ideas individually
  • 3 minutes: Build on others' ideas
  • 1 minute: Select top concepts

Phase 4: Prototype

Wireframe-First Approach:

  1. Sketch user flow (boxes and arrows only)
  2. Define information hierarchy
  3. Add copy/messaging
  4. THEN consider visuals

Lo-Fi Prototype Checklist:

  • Clear value proposition in first 3 seconds
  • Logical information flow
  • Obvious next steps
  • Addresses primary pain point

Phase 5: Test

B2B Heuristic Evaluation:

Clarity:

  • Value prop clear within 5 seconds?
  • Next steps obvious?
  • Jargon minimized?

Credibility:

  • Social proof included?
  • Professional appearance?
  • Contact info accessible?

Relevance:

  • Speaks to persona's goals?
  • Addresses stated pain points?
  • Appropriate for decision stage?
Recommendation
Include specific templates or frameworks for the Design Brief and HMW statements rather than just formulas
18 / 20

Example 1: Input: SaaS company wants new landing page Output:

  • Persona: IT Director at 100-500 person company, frustrated by security compliance overhead
  • HMW: How might we help IT Directors demonstrate compliance readiness while reducing manual audit prep time?
  • Constraint: Must work on mobile, $5K budget, launch in 3 weeks
  • Wireframe: Hero focuses on "compliance dashboard," not product features

Example 2: Input: Need email campaign for product launch Output:

  • Persona: CFO evaluating cost reduction tools, pressured by board for Q4 savings
  • Pain Point: Needs ROI proof before purchase approval
  • HMW: How might we help CFOs confidently present ROI projections to their board?
  • Test: Does email lead with calculator tool rather than product demo?
Recommendation
Provide more detailed validation criteria with specific metrics or benchmarks for the testing phase
  • Validate assumptions weekly - Schedule regular check-ins with actual buyers
  • Problem-first framing - Every design decision should reference user problem
  • Quantify pain - Use specific numbers ("saves 4 hours/week" vs "saves time")
  • Prototype with real content - Use actual copy, not Lorem ipsum
  • Test early and often - Get feedback before visual polish
  • Skipping persona research - Assuming you know the buyer
  • Aesthetic-first thinking - Choosing colors before solving problems
  • Solution jumping - Moving to ideation without clear problem definition
  • Feature creep - Adding functionality that doesn't serve core HMW
  • Vanity metrics - Measuring clicks instead of business outcomes
  • Single persona focus - Ignoring buying committee dynamics
0
Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
15/15
Workflow
14/15
Examples
18/20
Completeness
17/20
Format
15/15
Conciseness
13/15