App Store Optimization (ASO)
Keyword Research Workflow
Discover and evaluate keywords that drive app store visibility.
Workflow: Conduct Keyword Research
- Define target audience and core app functions:
- Primary use case (what problem does the app solve)
- Target user demographics
- Competitive category
- Generate seed keywords from:
- App features and benefits
- User language (not developer terminology)
- App store autocomplete suggestions
- Expand keyword list using:
- Modifiers (free, best, simple)
- Actions (create, track, organize)
- Audiences (for students, for teams, for business)
- Evaluate each keyword:
- Search volume (estimated monthly searches)
- Competition (number and quality of ranking apps)
- Relevance (alignment with app function)
- Score and prioritize keywords:
- Primary: Title and keyword field (iOS)
- Secondary: Subtitle and short description
- Tertiary: Full description only
- Map keywords to metadata locations
- Document keyword strategy for tracking
-
Validation: Keywords scored; placement mapped; no competitor brand names included; no plurals in iOS keyword field
Keyword Evaluation Criteria
| Factor |
Weight |
High Score Indicators |
| Relevance |
35% |
Describes core app function |
| Volume |
25% |
10,000+ monthly searches |
| Competition |
25% |
Top 10 apps have <4.5 avg rating |
| Conversion |
15% |
Transactional intent ("best X app") |
Keyword Placement Priority
| Location |
Search Weight |
| App Title |
Highest |
| Subtitle (iOS) |
High |
| Keyword Field (iOS) |
High |
| Short Description (Android) |
High |
| Full Description |
Medium |
See: references/keyword-research-guide.md
Metadata Optimization Workflow
Optimize app store listing elements for search ranking and conversion.
Workflow: Optimize App Metadata
- Audit current metadata against platform limits:
- Title character count and keyword presence
- Subtitle/short description usage
- Keyword field efficiency (iOS)
- Description keyword density
- Optimize title following formula:
[Brand Name] - [Primary Keyword] [Secondary Keyword]
- Write subtitle (iOS) or short description (Android):
- Focus on primary benefit
- Include secondary keyword
- Use action verbs
- Optimize keyword field (iOS only):
- Remove duplicates from title
- Remove plurals (Apple indexes both forms)
- No spaces after commas
- Prioritize by score
- Rewrite full description:
- Hook paragraph with value proposition
- Feature bullets with keywords
- Social proof section
- Call to action
- Validate character counts for each field
- Calculate keyword density (target 2-3% primary)
-
Validation: All fields within character limits; primary keyword in title; no keyword stuffing (>5%); natural language preserved
Platform Character Limits
| Field |
Apple App Store |
Google Play Store |
| Title |
30 characters |
50 characters |
| Subtitle |
30 characters |
N/A |
| Short Description |
N/A |
80 characters |
| Keywords |
100 characters |
N/A |
| Promotional Text |
170 characters |
N/A |
| Full Description |
4,000 characters |
4,000 characters |
| What's New |
4,000 characters |
500 characters |
Description Structure
PARAGRAPH 1: Hook (50-100 words)
├── Address user pain point
├── State main value proposition
└── Include primary keyword
PARAGRAPH 2-3: Features (100-150 words)
├── Top 5 features with benefits
├── Bullet points for scanability
└── Secondary keywords naturally integrated
PARAGRAPH 4: Social Proof (50-75 words)
├── Download count or rating
├── Press mentions or awards
└── Summary of user testimonials
PARAGRAPH 5: Call to Action (25-50 words)
├── Clear next step
└── Reassurance (free trial, no signup)
See: references/platform-requirements.md
Competitor Analysis Workflow
Analyze top competitors to identify keyword gaps and positioning opportunities.
Workflow: Analyze Competitor ASO Strategy
- Identify top 10 competitors:
- Direct competitors (same core function)
- Indirect competitors (overlapping audience)
- Category leaders (top downloads)
- Extract competitor keywords from:
- App titles and subtitles
- First 100 words of descriptions
- Visible metadata patterns
- Build competitor keyword matrix:
- Map which keywords each competitor targets
- Calculate coverage percentage per keyword
- Identify keyword gaps:
- Keywords with <40% competitor coverage
- High volume terms competitors miss
- Long-tail opportunities
- Analyze competitor visual assets:
- Icon design patterns
- Screenshot messaging and style
- Video presence and quality
- Compare ratings and review patterns:
- Average rating by competitor
- Common praise themes
- Common complaint themes
- Document positioning opportunities
-
Validation: 10+ competitors analyzed; keyword matrix complete; gaps identified with volume estimates; visual audit documented
Competitor Analysis Matrix
| Analysis Area |
Data Points |
| Keywords |
Title keywords, description frequency |
| Metadata |
Character utilization, keyword density |
| Visuals |
Icon style, screenshot count/style |
| Ratings |
Average rating, total count, velocity |
| Reviews |
Top praise, top complaints |
Gap Analysis Template
| Opportunity Type |
Example |
Action |
| Keyword gap |
"habit tracker" (40% coverage) |
Add to keyword field |
| Feature gap |
Competitor lacks widget |
Highlight in screenshots |
| Visual gap |
No videos in top 5 |
Create app preview |
| Messaging gap |
None mention "free" |
Test free positioning |
App Launch Workflow
Execute a structured launch for maximum initial visibility.
Workflow: Launch App to Stores
- Complete pre-launch preparation (4 weeks before):
- Finalize keywords and metadata
- Prepare all visual assets
- Set up analytics (Firebase, Mixpanel)
- Build press kit and media list
- Submit for review (2 weeks before):
- Complete all store requirements
- Verify compliance with guidelines
- Prepare launch communications
- Configure post-launch systems:
- Set up review monitoring
- Prepare response templates
- Configure rating prompt timing
- Execute launch day:
- Verify app is live in both stores
- Announce across all channels
- Begin review response cycle
- Monitor initial performance (days 1-7):
- Track download velocity hourly
- Monitor reviews and respond within 24 hours
- Document any issues for quick fixes
- Conduct 7-day retrospective:
- Compare performance to projections
- Identify quick optimization wins
- Plan first metadata update
- Schedule first update (2 weeks post-launch)
-
Validation: App live in stores; analytics tracking; review responses within 24h; download velocity documented; first update scheduled
Pre-Launch Checklist
| Category |
Items |
| Metadata |
Title, subtitle, description, keywords |
| Visual Assets |
Icon, screenshots (all sizes), video |
| Compliance |
Age rating, privacy policy, content rights |
| Technical |
App binary, signing certificates |
| Analytics |
SDK integration, event tracking |
| Marketing |
Press kit, social content, email ready |
Launch Timing Considerations
| Factor |
Recommendation |
| Day of week |
Tuesday-Wednesday (avoid weekends) |
| Time of day |
Morning in target market timezone |
| Seasonal |
Align with relevant category seasons |
| Competition |
Avoid major competitor launch dates |
See: references/aso-best-practices.md
A/B Testing Workflow
Test metadata and visual elements to improve conversion rates.
Workflow: Run A/B Test
- Select test element (prioritize by impact):
- Icon (highest impact)
- Screenshot 1 (high impact)
- Title (high impact)
- Short description (medium impact)
- Form hypothesis:
If we [change], then [metric] will [improve/increase] by [amount]
because [rationale].
- Create variants:
- Control: Current version
- Treatment: Single variable change
- Calculate required sample size:
- Baseline conversion rate
- Minimum detectable effect (usually 5%)
- Statistical significance (95%)
- Launch test:
- Apple: Use Product Page Optimization
- Android: Use Store Listing Experiments
- Run test for minimum duration:
- At least 7 days
- Until statistical significance reached
- Analyze results:
- Compare conversion rates
- Check statistical significance
- Document learnings
-
Validation: Single variable tested; sample size sufficient; significance reached (95%); results documented; winner implemented
A/B Test Prioritization
| Element |
Conversion Impact |
Test Complexity |
| App Icon |
10-25% lift possible |
Medium (design needed) |
| Screenshot 1 |
15-35% lift possible |
Medium |
| Title |
5-15% lift possible |
Low |
| Short Description |
5-10% lift possible |
Low |
| Video |
10-20% lift possible |
High |
Sample Size Quick Reference
| Baseline CVR |
Impressions Needed (per variant) |
| 1% |
31,000 |
| 2% |
15,500 |
| 5% |
6,200 |
| 10% |
3,100 |
Test Documentation Template
TEST ID: ASO-2025-001
ELEMENT: App Icon
HYPOTHESIS: A bolder color icon will increase conversion by 10%
START DATE: [Date]
END DATE: [Date]
RESULTS:
├── Control CVR: 4.2%
├── Treatment CVR: 4.8%
├── Lift: +14.3%
├── Significance: 97%
└── Decision: Implement treatment
LEARNINGS:
- Bold colors outperform muted tones in this category
- Apply to screenshot backgrounds for next test
Before/After Examples
Title Optimization
Productivity App:
| Version |
Title |
Analysis |
| Before |
"MyTasks" |
No keywords, brand only (8 chars) |
| After |
"MyTasks - Todo List & Planner" |
Primary + secondary keywords (29 chars) |
Fitness App:
| Version |
Title |
Analysis |
| Before |
"FitTrack Pro" |
Generic modifier (12 chars) |
| After |
"FitTrack: Workout Log & Gym" |
Category keywords (27 chars) |
Subtitle Optimization (iOS)
| Version |
Subtitle |
Analysis |
| Before |
"Get Things Done" |
Vague, no keywords |
| After |
"Daily Task Manager & Planner" |
Two keywords, benefit clear |
Keyword Field Optimization (iOS)
Before (Inefficient - 89 chars, 8 keywords):
task manager, todo list, productivity app, daily planner, reminder app
After (Optimized - 97 chars, 14 keywords):
task,todo,checklist,reminder,organize,daily,planner,schedule,deadline,goals,habit,widget,sync,team
Improvements:
- Removed spaces after commas (+8 chars)
- Removed duplicates (task manager → task)
- Removed plurals (reminders → reminder)
- Removed words in title
- Added more relevant keywords
Description Opening
Before:
MyTasks is a comprehensive task management solution designed
to help busy professionals organize their daily activities
and boost productivity.
After:
Forget missed deadlines. MyTasks keeps every task, reminder,
and project in one place—so you focus on doing, not remembering.
Trusted by 500,000+ professionals.
Improvements:
- Leads with user pain point
- Specific benefit (not generic "boost productivity")
- Social proof included
- Keywords natural, not stuffed
Screenshot Caption Evolution
| Version |
Caption |
Issue |
| Before |
"Task List Feature" |
Feature-focused, passive |
| Better |
"Create Task Lists" |
Action verb, but still feature |
| Best |
"Never Miss a Deadline" |
Benefit-focused, emotional |
Tools and References
Scripts
| Script |
Purpose |
Usage |
| keyword_analyzer.py |
Analyze keywords for volume and competition |
python keyword_analyzer.py --keywords "todo,task,planner" |
| metadata_optimizer.py |
Validate metadata character limits and density |
python metadata_optimizer.py --platform ios --title "App Title" |
| competitor_analyzer.py |
Extract and compare competitor keywords |
python competitor_analyzer.py --competitors "App1,App2,App3" |
| aso_scorer.py |
Calculate overall ASO health score |
python aso_scorer.py --app-id com.example.app |
| ab_test_planner.py |
Plan tests and calculate sample sizes |
python ab_test_planner.py --cvr 0.05 --lift 0.10 |
| review_analyzer.py |
Analyze review sentiment and themes |
python review_analyzer.py --app-id com.example.app |
| launch_checklist.py |
Generate platform-specific launch checklists |
python launch_checklist.py --platform ios |
| localization_helper.py |
Manage multi-language metadata |
python localization_helper.py --locales "en,es,de,ja" |
References
Assets
Platform Notes
| Platform / Constraint |
Behavior / Impact |
| iOS keyword changes |
Require app submission |
| iOS promotional text |
Editable without an app update |
| Android metadata changes |
Index in 1-2 hours |
| Android keyword field |
None — use description instead |
| Keyword volume data |
Estimates only; no official source |
| Competitor data |
Public listings only |
When not to use this skill: web apps (use web SEO), enterprise/internal apps, TestFlight-only betas, or paid advertising strategy.
Related Skills
Proactive Triggers
-
No keyword optimization in title → App title is the #1 ranking factor. Include top keyword.
-
Screenshots don't show value → Screenshots should tell a story, not show UI.
-
No ratings strategy → Below 4.0 stars kills conversion. Implement in-app rating prompts.
-
Description keyword-stuffed → Natural language with keywords beats keyword stuffing.
Output Artifacts
| When you ask for... |
You get... |
| "ASO audit" |
Full app store listing audit with prioritized fixes |
| "Keyword research" |
Keyword list with search volume and difficulty scores |
| "Optimize my listing" |
Rewritten title, subtitle, description, keyword field |
Communication
All output passes quality verification:
- Self-verify: source attribution, assumption audit, confidence scoring
- Output format: Bottom Line → What (with confidence) → Why → How to Act
- Results only. Every finding tagged: 🟢 verified, 🟡 medium, 🔴 assumed.