Microcopy Optimization Engine
Audit, refine, and test interface microcopy to boost clarity and conversion
What You Can Do
You can conduct comprehensive microcopy audits across your entire product, categorizing copy by type and user journey stage. Claude helps you identify clarity gaps, consistency issues, and conversion blockers, then generates tested alternatives with clear rationale. You'll produce copy guidelines, A/B test frameworks, and localization-ready copy that drives measurable improvements in user completion rates and confidence.
Features
Map and categorize all interface text by touchpoint type (CTAs, error messages, help text, confirmations, etc.)
Identify ambiguous, passive, or hesitant language that creates friction or drops conversion rates
Create multiple tested variations with clear reasoning for each option and predicted impact
Structure copy tests by priority, metric, audience segment, and expected statistical power
Enforce voice, tone, and terminology standards across all microcopy and user flows
Format copy for translation with context, character limits, and cultural considerations
Track which copy variations drive measurable improvements in key metrics
Example Output
Audit Report for Checkout Flow:
- Current: "Add Card" → Refined: "Secure Payment Method" (reduces hesitation, +8% completion)
- Current: "Error: Invalid entry" → Refined: "We couldn't verify that card. Try another or check the number." (specific, actionable, human)
- Current: "Continue" → Refined: "Review & Confirm Order" (reduces uncertainty about next step)
A/B Test Plan:
- Test 1: "Save 30 minutes" vs. "Quick Setup" (friction reduction, week 1)
- Test 2: "Required" vs. "We'll need this to proceed" (tone shift, week 2)
- Expected lift: 5-12% across variants
Localization Snapshot:
| English | Character Limit | Context | Spanish Ready |
|---------|-----------------|---------|----------------|
| Quick Setup | 20 chars | Button label | Configuración Rápida |
| Try Again | 15 chars | Error recovery | Intentar de Nuevo |
What's Included
- SKILL.md instruction file with full audit, refinement, and testing workflow:
- Microcopy Audit Template: Spreadsheet to catalog all interface text by type, user journey stage, and current clarity score
- Copy Variation Framework: Decision matrix for generating and scoring alternative copy with conversion impact predictions
- A/B Test Planning Checklist: Structure for prioritizing tests, defining success metrics, and calculating sample sizes
- Voice & Tone Style Guide: Template for documenting and enforcing consistent microcopy standards across your product
- Localization Prep Sheet: Format for exporting copy with context, character limits, and cultural notes for translators
Who It's For
- UX Writers — systematically optimize all product copy with data-driven frameworks and testing roadmaps
- Product Managers — identify and resolve user friction points caused by unclear or inconsistent language
- Conversion Rate Optimizers — run structured copy A/B tests to improve completion rates and reduce drop-off
- Design Teams — collaborate with writers on copy decisions with supporting rationale and predicted impact
- Localization Managers — prepare and organize copy for translation with proper context and constraints
Best For
- Conducting comprehensive product copy audits and identifying high-impact improvement opportunities
- Writing and testing copy for critical conversion moments (checkout, signup, error states, confirmations)
- Establishing or updating microcopy style guides and voice standards across teams
- Planning and structuring A/B tests for copy variations with success metrics and sample size calculations
- Preparing copy for localization with translation context, character limits, and cultural considerations
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