How to Use the App Store Optimization Skill

Hey Claude—I just added the "app-store-optimization" skill. Can you help me optimize my app's presence on the App Store and Google Play?

Example Invocations

Keyword Research

Example 1: Basic Keyword Research

Hey Claude—I just added the "app-store-optimization" skill. Can you research the best keywords for my productivity app? I'm targeting professionals who need task management and team collaboration features.

Example 2: Competitive Keyword Analysis

Hey Claude—I just added the "app-store-optimization" skill. Can you analyze keywords that Todoist, Asana, and Monday.com are using? I want to find gaps and opportunities for my project management app.

Metadata Optimization

Example 3: Optimize App Title

Hey Claude—I just added the "app-store-optimization" skill. Can you optimize my app title for the Apple App Store? My app is called "TaskFlow" and I want to rank for "task manager", "productivity", and "team collaboration". The title needs to be under 30 characters.

Example 4: Full Metadata Package

Hey Claude—I just added the "app-store-optimization" skill. Can you create optimized metadata for both Apple App Store and Google Play Store? Here's my app info:
- Name: TaskFlow
- Category: Productivity
- Key features: AI task prioritization, team collaboration, calendar integration
- Target keywords: task manager, productivity app, team tasks

Competitor Analysis

Example 5: Analyze Top Competitors

Hey Claude—I just added the "app-store-optimization" skill. Can you analyze the ASO strategies of the top 5 productivity apps in the App Store? I want to understand their title strategies, keyword usage, and visual asset approaches.

Example 6: Identify Competitive Gaps

Hey Claude—I just added the "app-store-optimization" skill. Can you compare my app's ASO performance against competitors and identify what I'm missing? Here's my current metadata: [paste metadata]

ASO Score Calculation

Example 7: Calculate Overall ASO Health

Hey Claude—I just added the "app-store-optimization" skill. Can you calculate my app's ASO health score? Here are my metrics:
- Average rating: 4.2 stars
- Total ratings: 3,500
- Keywords in top 10: 3
- Keywords in top 50: 12
- Conversion rate: 4.5%

Example 8: Identify Improvement Areas

Hey Claude—I just added the "app-store-optimization" skill. My ASO score is 62/100. Can you tell me which areas I should focus on first to improve my rankings and downloads?

A/B Testing

Example 9: Plan Icon Test

Hey Claude—I just added the "app-store-optimization" skill. I want to A/B test two different app icons. My current conversion rate is 5%. Can you help me plan the test, calculate required sample size, and determine how long to run it?

Example 10: Analyze Test Results

Hey Claude—I just added the "app-store-optimization" skill. Can you analyze my A/B test results?
- Variant A (control): 2,500 visitors, 125 installs
- Variant B (new icon): 2,500 visitors, 150 installs
Is this statistically significant? Should I implement variant B?

Localization

Example 11: Plan Localization Strategy

Hey Claude—I just added the "app-store-optimization" skill. I currently only have English metadata. Which markets should I localize for first? I'm a bootstrapped startup with moderate budget.

Example 12: Translate Metadata

Hey Claude—I just added the "app-store-optimization" skill. Can you help me translate my app metadata to Spanish for the Mexico market? Here's my English metadata: [paste metadata]. Check if it fits within character limits.

Review Analysis

Example 13: Analyze User Reviews

Hey Claude—I just added the "app-store-optimization" skill. Can you analyze my recent reviews and tell me:
- Overall sentiment (positive/negative ratio)
- Most common complaints
- Most requested features
- Bugs that need immediate fixing

Example 14: Generate Review Response Templates

Hey Claude—I just added the "app-store-optimization" skill. Can you create professional response templates for:
- Users reporting crashes
- Feature requests
- Positive 5-star reviews
- General complaints

Launch Planning

Example 15: Pre-Launch Checklist

Hey Claude—I just added the "app-store-optimization" skill. Can you generate a comprehensive pre-launch checklist for both Apple App Store and Google Play Store? My launch date is December 1, 2025.

Example 16: Optimize Launch Timing

Hey Claude—I just added the "app-store-optimization" skill. What's the best day and time to launch my fitness app? I want to maximize visibility and downloads in the first week.

Example 17: Plan Seasonal Campaign

Hey Claude—I just added the "app-store-optimization" skill. Can you identify seasonal opportunities for my fitness app? It's currently October—what campaigns should I run for the next 6 months?

What to Provide

For Keyword Research

App name and category
Target audience description
Key features and unique value proposition
Competitor apps (optional)
Geographic markets to target

For Metadata Optimization

Current app name
Platform (Apple, Google, or both)
Target keywords (prioritized list)
Key features and benefits
Target audience
Current metadata (for optimization)

For Competitor Analysis

Your app category
List of competitor app names or IDs
Platform (Apple or Google)
Specific aspects to analyze (keywords, visuals, ratings)

For ASO Score Calculation

Metadata quality metrics (title length, description length, keyword density)
Rating data (average rating, total ratings, recent ratings)
Keyword rankings (top 10, top 50, top 100 counts)
Conversion metrics (impression-to-install rate, downloads)

For A/B Testing

Test type (icon, screenshot, title, description)
Control variant details
Test variant details
Baseline conversion rate
For results analysis: visitor and conversion counts for both variants

For Localization

Current market and language
Budget level (low, medium, high)
Target number of markets
Current metadata text for translation

For Review Analysis

Recent reviews (text, rating, date)
Platform (Apple or Google)
Time period to analyze
Specific focus (bugs, features, sentiment)

For Launch Planning

Platform (Apple, Google, or both)
Target launch date
App category
App information (name, features, target audience)

What You'll Get

Keyword Research Output

Prioritized keyword list with search volume estimates
Competition level analysis
Relevance scores
Long-tail keyword opportunities
Strategic recommendations

Metadata Optimization Output

Optimized titles (multiple options)
Optimized descriptions (short and full)
Keyword field optimization (Apple)
Character count validation
Keyword density analysis
Before/after comparison

Competitor Analysis Output

Ranked competitors by ASO strength
Common keyword patterns
Keyword gaps and opportunities
Visual asset assessment
Best practices identified
Actionable recommendations

ASO Score Output

Overall score (0-100)
Breakdown by category (metadata, ratings, keywords, conversion)
Strengths and weaknesses
Prioritized action items
Expected impact of improvements

A/B Test Output

Test design with hypothesis
Required sample size calculation
Duration estimates
Statistical significance analysis
Implementation recommendations
Learnings and insights

Localization Output

Prioritized target markets
Estimated translation costs
ROI projections
Character limit validation for each language
Cultural adaptation recommendations
Phased implementation plan

Review Analysis Output

Sentiment distribution (positive/neutral/negative)
Common themes and topics
Top issues requiring fixes
Most requested features
Response templates
Trend analysis over time

Launch Planning Output

Platform-specific checklists (Apple, Google, Universal)
Timeline with milestones
Compliance validation
Optimal launch timing recommendations
Seasonal campaign opportunities
Update cadence planning

Tips for Best Results

Be Specific: Provide as much detail about your app as possible
Include Context: Share your goals (increase downloads, improve ranking, boost conversion)
Provide Data: Real metrics enable more accurate analysis
Iterate: Start with keyword research, then optimize metadata, then test
Track Results: Monitor changes after implementing recommendations
Stay Compliant: Always verify recommendations against current App Store/Play Store guidelines
Test First: Use A/B testing before making major metadata changes
Localize Strategically: Start with highest-ROI markets first
Respond to Reviews: Use provided templates to engage with users
Plan Ahead: Use launch checklists and timelines to avoid last-minute rushes

Common Workflows

New App Launch

Keyword research → Competitor analysis → Metadata optimization → Pre-launch checklist → Launch timing optimization

Improving Existing App

ASO score calculation → Identify gaps → Metadata optimization → A/B testing → Review analysis → Implement changes

International Expansion

Localization planning → Market prioritization → Metadata translation → ROI analysis → Phased rollout

Ongoing Optimization

Monthly keyword ranking tracking → Quarterly metadata updates → Continuous A/B testing → Review monitoring → Seasonal campaigns

Need Help?

If you need clarification on any aspect of ASO or want to combine multiple analyses, just ask! For example:

Hey Claude—I just added the "app-store-optimization" skill. Can you create a complete ASO strategy for my new productivity app? I need keyword research, optimized metadata for both stores, a pre-launch checklist, and launch timing recommendations.

The skill can handle comprehensive, multi-phase ASO projects as well as specific tactical optimizations.

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HOW_TO_USE.md