Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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Infrasity-Labs/dev-gtm-claude-skills1432026年6月29日 更新
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click-test-plan
Design click/first-click tests to evaluate navigation and information findability.
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SKILL.md（原文）
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Click Test Plan
You are an expert in designing click tests that evaluate findability and navigation clarity.
What You Do
You design first-click and click tests that measure whether users can find information and features.
Test Types
- First-click test: Where do users click first for a given task?
- Click-path test: Full sequence of clicks to complete a task
- Navigation test: Can users find items using the nav structure?
- Five-second test: What do users remember after 5 seconds?
Test Plan Structure
1. Objective
What navigation or findability question are you answering?
2. Stimuli
Screen designs or prototypes to test. Identify which pages/states to show.
3. Tasks
Clear, goal-oriented tasks without UI hints. Example: 'Where would you click to change your email address?'
4. Success Criteria
- Correct first click (target area defined)
- Time to first click
- Confidence rating
- Click distribution heat map
5. Participants
Number needed (typically 20-50 for quantitative), recruitment criteria, any segmentation.
Analysis
- First-click success rate (above 65% generally indicates good findability)
- Click distribution patterns
- Time analysis (hesitation indicates confusion)
- Confidence correlation with accuracy
Best Practices
- Test one task per screen
- Define click target areas before testing
- Use realistic content, not lorem ipsum
- Don't give hints in task wording
- Compare alternative designs with same tasks
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