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" |
Note: Bundled scripts ship as Markdown reference (.md) — copy the code out of the .md file to run it.
References
| Document |
Content |
| platform-requirements.md |
iOS and Android metadata specs, visual asset requirements |
| aso-best-practices.md |
Optimization strategies, rating management, launch tactics |
| keyword-research-guide.md |
Research methodology, evaluation framework, tracking |
Assets
| Template |
Purpose |
| aso-audit-template.md |
Structured audit checklist for app store listings |
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.
Creator: Marketing Skill
License: MIT
Source Repo: neekware/dojo-skills
Source Bucket: marketing-skill
Original Path: marketing-skill/app-store-optimization
1---2name: app-store-optimization-23description: App Store Optimization (ASO)4---5# App Store Optimization (ASO)67---89## Keyword Research Workflow1011Discover and evaluate keywords that drive app store visibility.1213### Workflow: Conduct Keyword Research14151. Define target audience and core app functions:16 - Primary use case (what problem does the app solve)17 - Target user demographics18 - Competitive category192. Generate seed keywords from:20 - App features and benefits21 - User language (not developer terminology)22 - App store autocomplete suggestions233. Expand keyword list using:24 - Modifiers (free, best, simple)25 - Actions (create, track, organize)26 - Audiences (for students, for teams, for business)274. Evaluate each keyword:28 - Search volume (estimated monthly searches)29 - Competition (number and quality of ranking apps)30 - Relevance (alignment with app function)315. Score and prioritize keywords:32 - Primary: Title and keyword field (iOS)33 - Secondary: Subtitle and short description34 - Tertiary: Full description only356. Map keywords to metadata locations367. Document keyword strategy for tracking378. **Validation:** Keywords scored; placement mapped; no competitor brand names included; no plurals in iOS keyword field3839### Keyword Evaluation Criteria4041| Factor | Weight | High Score Indicators |42| ----------- | ------ | ----------------------------------- |43| Relevance | 35% | Describes core app function |44| Volume | 25% | 10,000+ monthly searches |45| Competition | 25% | Top 10 apps have <4.5 avg rating |46| Conversion | 15% | Transactional intent ("best X app") |4748### Keyword Placement Priority4950| Location | Search Weight |51| --------------------------- | ------------- |52| App Title | Highest |53| Subtitle (iOS) | High |54| Keyword Field (iOS) | High |55| Short Description (Android) | High |56| Full Description | Medium |5758See: [references/keyword-research-guide.md](references/keyword-research-guide.md)5960---6162## Metadata Optimization Workflow6364Optimize app store listing elements for search ranking and conversion.6566### Workflow: Optimize App Metadata67681. Audit current metadata against platform limits:69 - Title character count and keyword presence70 - Subtitle/short description usage71 - Keyword field efficiency (iOS)72 - Description keyword density732. Optimize title following formula:74 ```75 [Brand Name] - [Primary Keyword] [Secondary Keyword]76 ```773. Write subtitle (iOS) or short description (Android):78 - Focus on primary benefit79 - Include secondary keyword80 - Use action verbs814. Optimize keyword field (iOS only):82 - Remove duplicates from title83 - Remove plurals (Apple indexes both forms)84 - No spaces after commas85 - Prioritize by score865. Rewrite full description:87 - Hook paragraph with value proposition88 - Feature bullets with keywords89 - Social proof section90 - Call to action916. Validate character counts for each field927. Calculate keyword density (target 2-3% primary)938. **Validation:** All fields within character limits; primary keyword in title; no keyword stuffing (>5%); natural language preserved9495### Platform Character Limits9697| Field | Apple App Store | Google Play Store |98| ----------------- | ---------------- | ----------------- |99| Title | 30 characters | 50 characters |100| Subtitle | 30 characters | N/A |101| Short Description | N/A | 80 characters |102| Keywords | 100 characters | N/A |103| Promotional Text | 170 characters | N/A |104| Full Description | 4,000 characters | 4,000 characters |105| What's New | 4,000 characters | 500 characters |106107### Description Structure108109```110PARAGRAPH 1: Hook (50-100 words)111├── Address user pain point112├── State main value proposition113└── Include primary keyword114115PARAGRAPH 2-3: Features (100-150 words)116├── Top 5 features with benefits117├── Bullet points for scanability118└── Secondary keywords naturally integrated119120PARAGRAPH 4: Social Proof (50-75 words)121├── Download count or rating122├── Press mentions or awards123└── Summary of user testimonials124125PARAGRAPH 5: Call to Action (25-50 words)126├── Clear next step127└── Reassurance (free trial, no signup)128```129130See: [references/platform-requirements.md](references/platform-requirements.md)131132---133134## Competitor Analysis Workflow135136Analyze top competitors to identify keyword gaps and positioning opportunities.137138### Workflow: Analyze Competitor ASO Strategy1391401. Identify top 10 competitors:141 - Direct competitors (same core function)142 - Indirect competitors (overlapping audience)143 - Category leaders (top downloads)1442. Extract competitor keywords from:145 - App titles and subtitles146 - First 100 words of descriptions147 - Visible metadata patterns1483. Build competitor keyword matrix:149 - Map which keywords each competitor targets150 - Calculate coverage percentage per keyword1514. Identify keyword gaps:152 - Keywords with <40% competitor coverage153 - High volume terms competitors miss154 - Long-tail opportunities1555. Analyze competitor visual assets:156 - Icon design patterns157 - Screenshot messaging and style158 - Video presence and quality1596. Compare ratings and review patterns:160 - Average rating by competitor161 - Common praise themes162 - Common complaint themes1637. Document positioning opportunities1648. **Validation:** 10+ competitors analyzed; keyword matrix complete; gaps identified with volume estimates; visual audit documented165166### Competitor Analysis Matrix167168| Analysis Area | Data Points |169| ------------- | -------------------------------------- |170| Keywords | Title keywords, description frequency |171| Metadata | Character utilization, keyword density |172| Visuals | Icon style, screenshot count/style |173| Ratings | Average rating, total count, velocity |174| Reviews | Top praise, top complaints |175176### Gap Analysis Template177178| Opportunity Type | Example | Action |179| ---------------- | ------------------------------ | ------------------------ |180| Keyword gap | "habit tracker" (40% coverage) | Add to keyword field |181| Feature gap | Competitor lacks widget | Highlight in screenshots |182| Visual gap | No videos in top 5 | Create app preview |183| Messaging gap | None mention "free" | Test free positioning |184185---186187## App Launch Workflow188189Execute a structured launch for maximum initial visibility.190191### Workflow: Launch App to Stores1921931. Complete pre-launch preparation (4 weeks before):194 - Finalize keywords and metadata195 - Prepare all visual assets196 - Set up analytics (Firebase, Mixpanel)197 - Build press kit and media list1982. Submit for review (2 weeks before):199 - Complete all store requirements200 - Verify compliance with guidelines201 - Prepare launch communications2023. Configure post-launch systems:203 - Set up review monitoring204 - Prepare response templates205 - Configure rating prompt timing2064. Execute launch day:207 - Verify app is live in both stores208 - Announce across all channels209 - Begin review response cycle2105. Monitor initial performance (days 1-7):211 - Track download velocity hourly212 - Monitor reviews and respond within 24 hours213 - Document any issues for quick fixes2146. Conduct 7-day retrospective:215 - Compare performance to projections216 - Identify quick optimization wins217 - Plan first metadata update2187. Schedule first update (2 weeks post-launch)2198. **Validation:** App live in stores; analytics tracking; review responses within 24h; download velocity documented; first update scheduled220221### Pre-Launch Checklist222223| Category | Items |224| ------------- | ------------------------------------------ |225| Metadata | Title, subtitle, description, keywords |226| Visual Assets | Icon, screenshots (all sizes), video |227| Compliance | Age rating, privacy policy, content rights |228| Technical | App binary, signing certificates |229| Analytics | SDK integration, event tracking |230| Marketing | Press kit, social content, email ready |231232### Launch Timing Considerations233234| Factor | Recommendation |235| ----------- | ------------------------------------ |236| Day of week | Tuesday-Wednesday (avoid weekends) |237| Time of day | Morning in target market timezone |238| Seasonal | Align with relevant category seasons |239| Competition | Avoid major competitor launch dates |240241See: [references/aso-best-practices.md](references/aso-best-practices.md)242243---244245## A/B Testing Workflow246247Test metadata and visual elements to improve conversion rates.248249### Workflow: Run A/B Test2502511. Select test element (prioritize by impact):252 - Icon (highest impact)253 - Screenshot 1 (high impact)254 - Title (high impact)255 - Short description (medium impact)2562. Form hypothesis:257 ```258 If we [change], then [metric] will [improve/increase] by [amount]259 because [rationale].260 ```2613. Create variants:262 - Control: Current version263 - Treatment: Single variable change2644. Calculate required sample size:265 - Baseline conversion rate266 - Minimum detectable effect (usually 5%)267 - Statistical significance (95%)2685. Launch test:269 - Apple: Use Product Page Optimization270 - Android: Use Store Listing Experiments2716. Run test for minimum duration:272 - At least 7 days273 - Until statistical significance reached2747. Analyze results:275 - Compare conversion rates276 - Check statistical significance277 - Document learnings2788. **Validation:** Single variable tested; sample size sufficient; significance reached (95%); results documented; winner implemented279280### A/B Test Prioritization281282| Element | Conversion Impact | Test Complexity |283| ----------------- | -------------------- | ---------------------- |284| App Icon | 10-25% lift possible | Medium (design needed) |285| Screenshot 1 | 15-35% lift possible | Medium |286| Title | 5-15% lift possible | Low |287| Short Description | 5-10% lift possible | Low |288| Video | 10-20% lift possible | High |289290### Sample Size Quick Reference291292| Baseline CVR | Impressions Needed (per variant) |293| ------------ | -------------------------------- |294| 1% | 31,000 |295| 2% | 15,500 |296| 5% | 6,200 |297| 10% | 3,100 |298299### Test Documentation Template300301```302TEST ID: ASO-2025-001303ELEMENT: App Icon304HYPOTHESIS: A bolder color icon will increase conversion by 10%305START DATE: [Date]306END DATE: [Date]307308RESULTS:309├── Control CVR: 4.2%310├── Treatment CVR: 4.8%311├── Lift: +14.3%312├── Significance: 97%313└── Decision: Implement treatment314315LEARNINGS:316- Bold colors outperform muted tones in this category317- Apply to screenshot backgrounds for next test318```319320---321322## Before/After Examples323324### Title Optimization325326**Productivity App:**327328| Version | Title | Analysis |329| ------- | ------------------------------- | --------------------------------------- |330| Before | "MyTasks" | No keywords, brand only (8 chars) |331| After | "MyTasks - Todo List & Planner" | Primary + secondary keywords (29 chars) |332333**Fitness App:**334335| Version | Title | Analysis |336| ------- | ----------------------------- | ---------------------------- |337| Before | "FitTrack Pro" | Generic modifier (12 chars) |338| After | "FitTrack: Workout Log & Gym" | Category keywords (27 chars) |339340### Subtitle Optimization (iOS)341342| Version | Subtitle | Analysis |343| ------- | ------------------------------ | --------------------------- |344| Before | "Get Things Done" | Vague, no keywords |345| After | "Daily Task Manager & Planner" | Two keywords, benefit clear |346347### Keyword Field Optimization (iOS)348349**Before (Inefficient - 89 chars, 8 keywords):**350351```352task manager, todo list, productivity app, daily planner, reminder app353```354355**After (Optimized - 97 chars, 14 keywords):**356357```358task,todo,checklist,reminder,organize,daily,planner,schedule,deadline,goals,habit,widget,sync,team359```360361**Improvements:**362363- Removed spaces after commas (+8 chars)364- Removed duplicates (task manager → task)365- Removed plurals (reminders → reminder)366- Removed words in title367- Added more relevant keywords368369### Description Opening370371**Before:**372373```374MyTasks is a comprehensive task management solution designed375to help busy professionals organize their daily activities376and boost productivity.377```378379**After:**380381```382Forget missed deadlines. MyTasks keeps every task, reminder,383and project in one place—so you focus on doing, not remembering.384Trusted by 500,000+ professionals.385```386387**Improvements:**388389- Leads with user pain point390- Specific benefit (not generic "boost productivity")391- Social proof included392- Keywords natural, not stuffed393394### Screenshot Caption Evolution395396| Version | Caption | Issue |397| ------- | ----------------------- | ------------------------------ |398| Before | "Task List Feature" | Feature-focused, passive |399| Better | "Create Task Lists" | Action verb, but still feature |400| Best | "Never Miss a Deadline" | Benefit-focused, emotional |401402---403404## Tools and References405406### Scripts407408| Script | Purpose | Usage |409| -------------------------------------------------------- | ---------------------------------------------- | ----------------------------------------------------------------- |410| [keyword_analyzer.py](scripts/keyword_analyzer.py) | Analyze keywords for volume and competition | `python keyword_analyzer.py --keywords "todo,task,planner"` |411| [metadata_optimizer.py](scripts/metadata_optimizer.py) | Validate metadata character limits and density | `python metadata_optimizer.py --platform ios --title "App Title"` |412| [competitor_analyzer.py](scripts/competitor_analyzer.py) | Extract and compare competitor keywords | `python competitor_analyzer.py --competitors "App1,App2,App3"` |413| [aso_scorer.py](scripts/aso_scorer.py) | Calculate overall ASO health score | `python aso_scorer.py --app-id com.example.app` |414| [ab_test_planner.py](scripts/ab_test_planner.py) | Plan tests and calculate sample sizes | `python ab_test_planner.py --cvr 0.05 --lift 0.10` |415| [review_analyzer.py](scripts/review_analyzer.py) | Analyze review sentiment and themes | `python review_analyzer.py --app-id com.example.app` |416| [launch_checklist.py](scripts/launch_checklist.py) | Generate platform-specific launch checklists | `python launch_checklist.py --platform ios` |417| [localization_helper.py](scripts/localization_helper.py) | Manage multi-language metadata | `python localization_helper.py --locales "en,es,de,ja"` |418419> **Note:** Bundled scripts ship as Markdown reference (`.md`) — copy the code out of the `.md` file to run it.420421### References422423| Document | Content |424| ----------------------------------------------------------------- | ---------------------------------------------------------- |425| [platform-requirements.md](references/platform-requirements.md) | iOS and Android metadata specs, visual asset requirements |426| [aso-best-practices.md](references/aso-best-practices.md) | Optimization strategies, rating management, launch tactics |427| [keyword-research-guide.md](references/keyword-research-guide.md) | Research methodology, evaluation framework, tracking |428429### Assets430431| Template | Purpose |432| ----------------------------------------------------- | ------------------------------------------------- |433| [aso-audit-template.md](assets/aso-audit-template.md) | Structured audit checklist for app store listings |434435---436437## Platform Notes438439| Platform / Constraint | Behavior / Impact |440| ------------------------ | ---------------------------------- |441| iOS keyword changes | Require app submission |442| iOS promotional text | Editable without an app update |443| Android metadata changes | Index in 1-2 hours |444| Android keyword field | None — use description instead |445| Keyword volume data | Estimates only; no official source |446| Competitor data | Public listings only |447448**When not to use this skill:** web apps (use web SEO), enterprise/internal apps, TestFlight-only betas, or paid advertising strategy.449450---451452## Related Skills453454| Skill | Integration Point |455| ---------------------------------------------------------------- | --------------------------- |456| [content-creator](../content-creator/) | App description copywriting |457| [marketing-demand-acquisition](../marketing-demand-acquisition/) | Launch promotion campaigns |458| [marketing-strategy-pmm](../marketing-strategy-pmm/) | Go-to-market planning |459460## Proactive Triggers461462- **No keyword optimization in title** → App title is the #1 ranking factor. Include top keyword.463- **Screenshots don't show value** → Screenshots should tell a story, not show UI.464- **No ratings strategy** → Below 4.0 stars kills conversion. Implement in-app rating prompts.465- **Description keyword-stuffed** → Natural language with keywords beats keyword stuffing.466467## Output Artifacts468469| When you ask for... | You get... |470| --------------------- | ----------------------------------------------------- |471| "ASO audit" | Full app store listing audit with prioritized fixes |472| "Keyword research" | Keyword list with search volume and difficulty scores |473| "Optimize my listing" | Rewritten title, subtitle, description, keyword field |474475## Communication476477All output passes quality verification:478479- Self-verify: source attribution, assumption audit, confidence scoring480- Output format: Bottom Line → What (with confidence) → Why → How to Act481- Results only. Every finding tagged: 🟢 verified, 🟡 medium, 🔴 assumed.482483> **Creator:** Marketing Skill484> **License:** MIT485> **Source Repo:** `neekware/dojo-skills`486> **Source Bucket:** `marketing-skill`487> **Original Path:** `marketing-skill/app-store-optimization`