cognitive-fluency-psychology
Apply cognitive fluency principles to improve clarity, trust, and conversion. Use when designing landing pages, writing copy, creating interfaces, or optimizing any content for better user comprehension and engagement.
When & Why to Use This Skill
This Claude skill leverages cognitive fluency principles to enhance content clarity, user trust, and conversion rates. By applying the 'psychology of ease,' it provides a structured framework to audit and optimize digital interfaces, marketing copy, and brand messaging, ensuring information is processed effortlessly by the human brain to drive engagement.
Use Cases
- Landing Page Optimization: Simplifying complex value propositions into fluent, high-converting copy that passes the 5-second test.
- UX Writing & Microcopy: Refining interface labels, error messages, and onboarding flows to minimize cognitive load and friction.
- Brand Messaging Audit: Evaluating brand names and slogans for phonetic and conceptual simplicity to improve memorability and trust.
- Readability Enhancement: Applying typography, contrast, and linguistic standards to technical documentation to ensure it feels accessible and authoritative.
- Conversion Funnel Analysis: Identifying and fixing 'fluency killers' like jargon or poor visual hierarchy that cause user drop-offs.
| name | cognitive-fluency-psychology |
|---|
Cognitive Fluency - Psychology of Ease
Cognitive fluency is the ease with which our brains process information. When something feels simple and easy to understand, our minds interpret that simplicity as a signal that it must be true, safe, or worth engaging with. Clarity always beats cleverness.
When to Use This Skill
- Designing landing pages and marketing content
- Writing UI copy and microcopy
- Evaluating brand names and messaging
- Auditing content for readability
- Optimizing conversion funnels
- Creating training materials and documentation
Core Principle
Processing Fluency Impact:
Easy to process → Feels familiar
↓ ↓
Feels trustworthy → Feels valuable
↓ ↓
Higher engagement → Better conversion
The brain's rule: "If it's easy, it must be good."
Key Research Findings
Truth and Repetition
| Finding | Implication |
|---|---|
| Repeated statements feel more true | Use consistent messaging across touchpoints |
| Simple fonts increase perceived truthfulness | Choose clarity over creativity in key areas |
| High contrast increases credibility | Prioritize readability over aesthetics |
| Familiar words feel more accurate | Use everyday language, not jargon |
Task Perception Studies
Font Impact on Task Perception:
Simple, clear font:
├── Estimated task time: 8 minutes
├── Perceived difficulty: Low
└── Likelihood to start: High
Complex, decorative font:
├── Estimated task time: 15+ minutes
├── Perceived difficulty: High
└── Likelihood to start: Low
Same instructions, different perception.
Cognitive Effort Discounting (COGED)
The brain reduces subjective value when tasks require more mental effort:
- Processing difficulty = perceived "cost"
- People avoid cognitive load instinctively
- Fluent experiences create positive emotions
- Effort required transfers to value judgment
Fluency Audit Framework
Step 1: Identify High-Stakes Content
Map where fluency matters most:
Priority Content:
├── Headlines and value propositions (Critical)
├── CTAs and conversion points (Critical)
├── Onboarding instructions (High)
├── Pricing and plans (High)
├── Error messages (Medium)
└── Help documentation (Medium)
Step 2: Apply the 5-Second Test
For each critical element:
- Show to someone unfamiliar with your product
- Give them exactly 5 seconds to read
- Ask them to explain:
- What is this?
- Who is it for?
- What should I do next?
- If they struggle → rewrite for fluency
Step 3: Check Fluency Factors
| Factor | Check | Fix |
|---|---|---|
| Typography | Is font ≥16px for body? | Increase size |
| Contrast | Is ratio ≥4.5:1? | Improve contrast |
| Sentence length | Are sentences <20 words? | Split long sentences |
| Word choice | Would a 12-year-old understand? | Simplify vocabulary |
| Visual hierarchy | Is main point obvious? | Strengthen hierarchy |
| White space | Is content breathing? | Add spacing |
Step 4: Test and Measure
| Metric | What it Shows |
|---|---|
| Time on page | Processing difficulty |
| Scroll depth | Engagement with content |
| Bounce rate | Initial fluency failure |
| Conversion rate | End-to-end fluency |
| Task completion | Instruction clarity |
Common Fluency Killers
Design Problems
❌ Fluency Killers:
Typography:
├── Poor contrast ratios
├── Tiny or decorative fonts
├── Inconsistent sizing
└── ALL CAPS for long text
Layout:
├── Cluttered composition
├── Competing visual elements
├── No clear focal point
└── Walls of text
Content Problems
❌ Content Fluency Killers:
Language:
├── Industry jargon
├── Complex sentences
├── Passive voice overuse
└── Unclear pronouns
Structure:
├── Too many concepts at once
├── Buried key information
├── Missing headings/breaks
└── No logical flow
Output Template
After completing audit, document as:
## Cognitive Fluency Audit
**Page/Content:** [Name]
**Date:** [Date]
### 5-Second Test Results
| Tester | What is it? | Who for? | Next action? | Pass? |
| ------ | ----------- | ---------- | ------------ | ----- |
| [1] | [Response] | [Response] | [Response] | ✅/❌ |
| [2] | [Response] | [Response] | [Response] | ✅/❌ |
### Fluency Score
| Factor | Current | Target | Priority |
| ---------- | ------- | ------- | -------- |
| Typography | [Score] | [Score] | [H/M/L] |
| Contrast | [Score] | [Score] | [H/M/L] |
| Language | [Score] | [Score] | [H/M/L] |
| Structure | [Score] | [Score] | [H/M/L] |
### Recommendations
#### Immediate Fixes
- [Fix 1]
- [Fix 2]
#### Requires Rewrite
- [Item 1]
- [Item 2]
### Before/After Examples
**Before:** [Original text] **After:** [Improved text] **Why:** [Fluency
principle applied]
Real-World Applications
Landing Pages
Before (low fluency):
"Leverage our cutting-edge, AI-powered solution to
optimize your workflow efficiency and drive ROI."
After (high fluency):
"Get more done in less time with AI that actually works."
Changes:
├── Removed jargon (leverage, cutting-edge, optimize)
├── Shortened sentence (13 words → 10 words)
├── Made benefit concrete (workflow efficiency → more done)
└── Added relatability (actually works)
Brand Names
Research shows companies with easy-to-pronounce names:
- Perform better after IPOs
- Are remembered more often
- Get recommended more frequently
- Build trust faster
High Fluency Names: Low Fluency Names:
├── Apple ├── Xobni
├── Google ├── Qwikster
├── Slack ├── Tronc
└── Zoom └── Quibi
Product Interfaces
Fluent Interface Patterns:
Forms:
├── One question per screen (not multi-field)
├── Smart defaults pre-filled
├── Inline validation (not page-level)
└── Progress indicator visible
Navigation:
├── Familiar patterns (hamburger, tabs)
├── Maximum 5-7 top-level items
├── Clear current location indicator
└── Predictable behavior
Integration with Other Methods
| Method | Combined Use |
|---|---|
| Cognitive Load | Fluency reduces extraneous load |
| Progressive Disclosure | Reveal fluent chunks sequentially |
| Hick's Law | Fewer, clearer choices improve fluency |
| Five Whys | Why is content not converting? |
| A/B Testing | Test fluency improvements |
Quick Reference
FLUENCY CHECKLIST
Typography:
□ Font size ≥16px body
□ High contrast (≥4.5:1)
□ Consistent hierarchy
□ Professional, readable font
Language:
□ Short sentences (<20 words)
□ Simple words (everyday vocabulary)
□ Active voice
□ One idea per paragraph
Structure:
□ Clear headings
□ Bullet points for lists
□ Plenty of white space
□ Visual hierarchy guides eye
Testing:
□ 5-second test passed
□ Non-expert can explain
□ Readability score acceptable
□ Key metrics improving