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
| 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.
1---2name: app-store-optimization3description: App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklists, and tracking ranking changes.4---5
6# App Store Optimization (ASO)
7
8---
9
10## Keyword Research Workflow
11
12Discover and evaluate keywords that drive app store visibility.
13
14### Workflow: Conduct Keyword Research
15
161. Define target audience and core app functions:
17 - Primary use case (what problem does the app solve)
18 - Target user demographics
19 - Competitive category
202. Generate seed keywords from:
21 - App features and benefits
22 - User language (not developer terminology)
23 - App store autocomplete suggestions
243. Expand keyword list using:
25 - Modifiers (free, best, simple)
26 - Actions (create, track, organize)
27 - Audiences (for students, for teams, for business)
284. Evaluate each keyword:
29 - Search volume (estimated monthly searches)
30 - Competition (number and quality of ranking apps)
31 - Relevance (alignment with app function)
325. Score and prioritize keywords:
33 - Primary: Title and keyword field (iOS)
34 - Secondary: Subtitle and short description
35 - Tertiary: Full description only
366. Map keywords to metadata locations
377. Document keyword strategy for tracking
388. **Validation:** Keywords scored; placement mapped; no competitor brand names included; no plurals in iOS keyword field
39
40### Keyword Evaluation Criteria
41
42| Factor | Weight | High Score Indicators |
43|--------|--------|----------------------|
44| Relevance | 35% | Describes core app function |
45| Volume | 25% | 10,000+ monthly searches |
46| Competition | 25% | Top 10 apps have <4.5 avg rating |
47| Conversion | 15% | Transactional intent ("best X app") |
48
49### Keyword Placement Priority
50
51| Location | Search Weight |
52|----------|---------------|
53| App Title | Highest |
54| Subtitle (iOS) | High |
55| Keyword Field (iOS) | High |
56| Short Description (Android) | High |
57| Full Description | Medium |
58
59See: [references/keyword-research-guide.md](references/keyword-research-guide.md)
60
61---
62
63## Metadata Optimization Workflow
64
65Optimize app store listing elements for search ranking and conversion.
66
67### Workflow: Optimize App Metadata
68
691. Audit current metadata against platform limits:
70 - Title character count and keyword presence
71 - Subtitle/short description usage
72 - Keyword field efficiency (iOS)
73 - Description keyword density
742. Optimize title following formula:
75 ```
76 [Brand Name] - [Primary Keyword] [Secondary Keyword]
77 ```
783. Write subtitle (iOS) or short description (Android):
79 - Focus on primary benefit
80 - Include secondary keyword
81 - Use action verbs
824. Optimize keyword field (iOS only):
83 - Remove duplicates from title
84 - Remove plurals (Apple indexes both forms)
85 - No spaces after commas
86 - Prioritize by score
875. Rewrite full description:
88 - Hook paragraph with value proposition
89 - Feature bullets with keywords
90 - Social proof section
91 - Call to action
926. Validate character counts for each field
937. Calculate keyword density (target 2-3% primary)
948. **Validation:** All fields within character limits; primary keyword in title; no keyword stuffing (>5%); natural language preserved
95
96### Platform Character Limits
97
98| Field | Apple App Store | Google Play Store |
99|-------|-----------------|-------------------|
100| Title | 30 characters | 50 characters |
101| Subtitle | 30 characters | N/A |
102| Short Description | N/A | 80 characters |
103| Keywords | 100 characters | N/A |
104| Promotional Text | 170 characters | N/A |
105| Full Description | 4,000 characters | 4,000 characters |
106| What's New | 4,000 characters | 500 characters |
107
108### Description Structure
109
110```
111PARAGRAPH 1: Hook (50-100 words)
112├── Address user pain point
113├── State main value proposition
114└── Include primary keyword
115
116PARAGRAPH 2-3: Features (100-150 words)
117├── Top 5 features with benefits
118├── Bullet points for scanability
119└── Secondary keywords naturally integrated
120
121PARAGRAPH 4: Social Proof (50-75 words)
122├── Download count or rating
123├── Press mentions or awards
124└── Summary of user testimonials
125
126PARAGRAPH 5: Call to Action (25-50 words)
127├── Clear next step
128└── Reassurance (free trial, no signup)
129```
130
131See: [references/platform-requirements.md](references/platform-requirements.md)
132
133---
134
135## Competitor Analysis Workflow
136
137Analyze top competitors to identify keyword gaps and positioning opportunities.
138
139### Workflow: Analyze Competitor ASO Strategy
140
1411. Identify top 10 competitors:
142 - Direct competitors (same core function)
143 - Indirect competitors (overlapping audience)
144 - Category leaders (top downloads)
1452. Extract competitor keywords from:
146 - App titles and subtitles
147 - First 100 words of descriptions
148 - Visible metadata patterns
1493. Build competitor keyword matrix:
150 - Map which keywords each competitor targets
151 - Calculate coverage percentage per keyword
1524. Identify keyword gaps:
153 - Keywords with <40% competitor coverage
154 - High volume terms competitors miss
155 - Long-tail opportunities
1565. Analyze competitor visual assets:
157 - Icon design patterns
158 - Screenshot messaging and style
159 - Video presence and quality
1606. Compare ratings and review patterns:
161 - Average rating by competitor
162 - Common praise themes
163 - Common complaint themes
1647. Document positioning opportunities
1658. **Validation:** 10+ competitors analyzed; keyword matrix complete; gaps identified with volume estimates; visual audit documented
166
167### Competitor Analysis Matrix
168
169| Analysis Area | Data Points |
170|---------------|-------------|
171| Keywords | Title keywords, description frequency |
172| Metadata | Character utilization, keyword density |
173| Visuals | Icon style, screenshot count/style |
174| Ratings | Average rating, total count, velocity |
175| Reviews | Top praise, top complaints |
176
177### Gap Analysis Template
178
179| Opportunity Type | Example | Action |
180|------------------|---------|--------|
181| Keyword gap | "habit tracker" (40% coverage) | Add to keyword field |
182| Feature gap | Competitor lacks widget | Highlight in screenshots |
183| Visual gap | No videos in top 5 | Create app preview |
184| Messaging gap | None mention "free" | Test free positioning |
185
186---
187
188## App Launch Workflow
189
190Execute a structured launch for maximum initial visibility.
191
192### Workflow: Launch App to Stores
193
1941. Complete pre-launch preparation (4 weeks before):
195 - Finalize keywords and metadata
196 - Prepare all visual assets
197 - Set up analytics (Firebase, Mixpanel)
198 - Build press kit and media list
1992. Submit for review (2 weeks before):
200 - Complete all store requirements
201 - Verify compliance with guidelines
202 - Prepare launch communications
2033. Configure post-launch systems:
204 - Set up review monitoring
205 - Prepare response templates
206 - Configure rating prompt timing
2074. Execute launch day:
208 - Verify app is live in both stores
209 - Announce across all channels
210 - Begin review response cycle
2115. Monitor initial performance (days 1-7):
212 - Track download velocity hourly
213 - Monitor reviews and respond within 24 hours
214 - Document any issues for quick fixes
2156. Conduct 7-day retrospective:
216 - Compare performance to projections
217 - Identify quick optimization wins
218 - Plan first metadata update
2197. Schedule first update (2 weeks post-launch)
2208. **Validation:** App live in stores; analytics tracking; review responses within 24h; download velocity documented; first update scheduled
221
222### Pre-Launch Checklist
223
224| Category | Items |
225|----------|-------|
226| Metadata | Title, subtitle, description, keywords |
227| Visual Assets | Icon, screenshots (all sizes), video |
228| Compliance | Age rating, privacy policy, content rights |
229| Technical | App binary, signing certificates |
230| Analytics | SDK integration, event tracking |
231| Marketing | Press kit, social content, email ready |
232
233### Launch Timing Considerations
234
235| Factor | Recommendation |
236|--------|----------------|
237| Day of week | Tuesday-Wednesday (avoid weekends) |
238| Time of day | Morning in target market timezone |
239| Seasonal | Align with relevant category seasons |
240| Competition | Avoid major competitor launch dates |
241
242See: [references/aso-best-practices.md](references/aso-best-practices.md)
243
244---
245
246## A/B Testing Workflow
247
248Test metadata and visual elements to improve conversion rates.
249
250### Workflow: Run A/B Test
251
2521. Select test element (prioritize by impact):
253 - Icon (highest impact)
254 - Screenshot 1 (high impact)
255 - Title (high impact)
256 - Short description (medium impact)
2572. Form hypothesis:
258 ```
259 If we [change], then [metric] will [improve/increase] by [amount]
260 because [rationale].
261 ```
2623. Create variants:
263 - Control: Current version
264 - Treatment: Single variable change
2654. Calculate required sample size:
266 - Baseline conversion rate
267 - Minimum detectable effect (usually 5%)
268 - Statistical significance (95%)
2695. Launch test:
270 - Apple: Use Product Page Optimization
271 - Android: Use Store Listing Experiments
2726. Run test for minimum duration:
273 - At least 7 days
274 - Until statistical significance reached
2757. Analyze results:
276 - Compare conversion rates
277 - Check statistical significance
278 - Document learnings
2798. **Validation:** Single variable tested; sample size sufficient; significance reached (95%); results documented; winner implemented
280
281### A/B Test Prioritization
282
283| Element | Conversion Impact | Test Complexity |
284|---------|-------------------|-----------------|
285| App Icon | 10-25% lift possible | Medium (design needed) |
286| Screenshot 1 | 15-35% lift possible | Medium |
287| Title | 5-15% lift possible | Low |
288| Short Description | 5-10% lift possible | Low |
289| Video | 10-20% lift possible | High |
290
291### Sample Size Quick Reference
292
293| Baseline CVR | Impressions Needed (per variant) |
294|--------------|----------------------------------|
295| 1% | 31,000 |
296| 2% | 15,500 |
297| 5% | 6,200 |
298| 10% | 3,100 |
299
300### Test Documentation Template
301
302```
303TEST ID: ASO-2025-001
304ELEMENT: App Icon
305HYPOTHESIS: A bolder color icon will increase conversion by 10%
306START DATE: [Date]
307END DATE: [Date]
308
309RESULTS:
310├── Control CVR: 4.2%
311├── Treatment CVR: 4.8%
312├── Lift: +14.3%
313├── Significance: 97%
314└── Decision: Implement treatment
315
316LEARNINGS:
317- Bold colors outperform muted tones in this category
318- Apply to screenshot backgrounds for next test
319```
320
321---
322
323## Before/After Examples
324
325### Title Optimization
326
327**Productivity App:**
328
329| Version | Title | Analysis |
330|---------|-------|----------|
331| Before | "MyTasks" | No keywords, brand only (8 chars) |
332| After | "MyTasks - Todo List & Planner" | Primary + secondary keywords (29 chars) |
333
334**Fitness App:**
335
336| Version | Title | Analysis |
337|---------|-------|----------|
338| Before | "FitTrack Pro" | Generic modifier (12 chars) |
339| After | "FitTrack: Workout Log & Gym" | Category keywords (27 chars) |
340
341### Subtitle Optimization (iOS)
342
343| Version | Subtitle | Analysis |
344|---------|----------|----------|
345| Before | "Get Things Done" | Vague, no keywords |
346| After | "Daily Task Manager & Planner" | Two keywords, benefit clear |
347
348### Keyword Field Optimization (iOS)
349
350**Before (Inefficient - 89 chars, 8 keywords):**
351```
352task manager, todo list, productivity app, daily planner, reminder app
353```
354
355**After (Optimized - 97 chars, 14 keywords):**
356```
357task,todo,checklist,reminder,organize,daily,planner,schedule,deadline,goals,habit,widget,sync,team
358```
359
360**Improvements:**
361- Removed spaces after commas (+8 chars)
362- Removed duplicates (task manager → task)
363- Removed plurals (reminders → reminder)
364- Removed words in title
365- Added more relevant keywords
366
367### Description Opening
368
369**Before:**
370```
371MyTasks is a comprehensive task management solution designed
372to help busy professionals organize their daily activities
373and boost productivity.
374```
375
376**After:**
377```
378Forget missed deadlines. MyTasks keeps every task, reminder,
379and project in one place—so you focus on doing, not remembering.
380Trusted by 500,000+ professionals.
381```
382
383**Improvements:**
384- Leads with user pain point
385- Specific benefit (not generic "boost productivity")
386- Social proof included
387- Keywords natural, not stuffed
388
389### Screenshot Caption Evolution
390
391| Version | Caption | Issue |
392|---------|---------|-------|
393| Before | "Task List Feature" | Feature-focused, passive |
394| Better | "Create Task Lists" | Action verb, but still feature |
395| Best | "Never Miss a Deadline" | Benefit-focused, emotional |
396
397---
398
399## Tools and References
400
401### Scripts
402
403| Script | Purpose | Usage |
404|--------|---------|-------|
405| [keyword_analyzer.py](scripts/keyword_analyzer.py) | Analyze keywords for volume and competition | `python keyword_analyzer.py --keywords "todo,task,planner"` |
406| [metadata_optimizer.py](scripts/metadata_optimizer.py) | Validate metadata character limits and density | `python metadata_optimizer.py --platform ios --title "App Title"` |
407| [competitor_analyzer.py](scripts/competitor_analyzer.py) | Extract and compare competitor keywords | `python competitor_analyzer.py --competitors "App1,App2,App3"` |
408| [aso_scorer.py](scripts/aso_scorer.py) | Calculate overall ASO health score | `python aso_scorer.py --app-id com.example.app` |
409| [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` |
410| [review_analyzer.py](scripts/review_analyzer.py) | Analyze review sentiment and themes | `python review_analyzer.py --app-id com.example.app` |
411| [launch_checklist.py](scripts/launch_checklist.py) | Generate platform-specific launch checklists | `python launch_checklist.py --platform ios` |
412| [localization_helper.py](scripts/localization_helper.py) | Manage multi-language metadata | `python localization_helper.py --locales "en,es,de,ja"` |
413
414### References
415
416| Document | Content |
417|----------|---------|
418| [platform-requirements.md](references/platform-requirements.md) | iOS and Android metadata specs, visual asset requirements |
419| [aso-best-practices.md](references/aso-best-practices.md) | Optimization strategies, rating management, launch tactics |
420| [keyword-research-guide.md](references/keyword-research-guide.md) | Research methodology, evaluation framework, tracking |
421
422### Assets
423
424| Template | Purpose |
425|----------|---------|
426| [aso-audit-template.md](assets/aso-audit-template.md) | Structured audit checklist for app store listings |
427
428---
429
430## Platform Notes
431
432| Platform / Constraint | Behavior / Impact |
433|-----------------------|-------------------|
434| iOS keyword changes | Require app submission |
435| iOS promotional text | Editable without an app update |
436| Android metadata changes | Index in 1-2 hours |
437| Android keyword field | None — use description instead |
438| Keyword volume data | Estimates only; no official source |
439| Competitor data | Public listings only |
440
441**When not to use this skill:** web apps (use web SEO), enterprise/internal apps, TestFlight-only betas, or paid advertising strategy.
442
443---
444
445## Related Skills
446
447| Skill | Integration Point |
448|-------|-------------------|
449| [content-creator](../content-creator/) | App description copywriting |
450| [marketing-demand-acquisition](../marketing-demand-acquisition/) | Launch promotion campaigns |
451| [marketing-strategy-pmm](../marketing-strategy-pmm/) | Go-to-market planning |
452
453## Proactive Triggers
454
455- **No keyword optimization in title** → App title is the #1 ranking factor. Include top keyword.
456- **Screenshots don't show value** → Screenshots should tell a story, not show UI.
457- **No ratings strategy** → Below 4.0 stars kills conversion. Implement in-app rating prompts.
458- **Description keyword-stuffed** → Natural language with keywords beats keyword stuffing.
459
460## Output Artifacts
461
462| When you ask for... | You get... |
463|---------------------|------------|
464| "ASO audit" | Full app store listing audit with prioritized fixes |
465| "Keyword research" | Keyword list with search volume and difficulty scores |
466| "Optimize my listing" | Rewritten title, subtitle, description, keyword field |
467
468## Communication
469
470All output passes quality verification:
471- Self-verify: source attribution, assumption audit, confidence scoring
472- Output format: Bottom Line → What (with confidence) → Why → How to Act
473- Results only. Every finding tagged: 🟢 verified, 🟡 medium, 🔴 assumed.