competitor-analysis · appeeky — Claude Code skill: App Store competitor research
A skill that analyzes App Store competitors: compares metadata, finds keyword gaps and shows where you are losing.
npx skills add appeeky/aso-skills --skill competitor-analysis -a claude-codeWhat competitor-analysis does
This skill turns Claude into a competitive intelligence analyst for mobile apps. It pulls data on your competitors and your own app: titles and subtitles, keywords, screenshots, icons, ratings, reviews, update frequency and monetization models. The output is comparison tables, a position map and a list of opportunities.
It starts with an assessment: the skill checks for app-marketing-context.md, asks for your App ID, competitor App IDs and a target country (default US). If you do not know your competitors, it helps find them through category charts, keyword overlap and the "You Might Also Like" section. It recommends analyzing 3-5 apps: a couple of direct competitors, one larger aspirational app and one emerging.
Then it runs six analysis blocks — metadata, keyword gaps, creative strategy, reviews, growth signals and monetization. You get an executive summary, a competitive position map and five kinds of opportunities: quick win, keyword gap, creative edge, feature gap and market gap. The skill points to related ones: keyword-research, metadata-optimization, screenshot-optimization, aso-audit and ua-campaign.
What it helps with
- compare your app's title and subtitle against competitors
- find keywords only competitors rank for
- review rival screenshots and icons to rework your own
- mine competitor reviews for what users complain about
- check subscription prices and monetization models in your niche
Example prompts for the agent
- analyze my app's competitors in the App Store
- find keyword gaps between my app and competitors
- compare my metadata with three competitors in my category
How to install competitor-analysis
1Skills CLI (Vercel)
npx skills add appeeky/aso-skills --skill competitor-analysis -a claude-code2Manually: put the files in place
~/.claude/skills/competitor-analysis/SKILL.mdCopy the whole skill folder; for one project use .claude/skills/competitor-analysis/
1Skills CLI (Vercel)
npx skills add appeeky/aso-skills --skill competitor-analysis -a codex2Manually: put the files in place
.agents/skills/competitor-analysis/SKILL.mdFor all projects use ~/.agents/skills/
1Skills CLI (Vercel)
npx skills add appeeky/aso-skills --skill competitor-analysis -a cursor2Manually: put the files in place
.cursor/skills/competitor-analysis/SKILL.mdCursor also reads .agents/skills/ and .claude/skills/
1GitHub CLI
gh skill install appeeky/aso-skills competitor-analysis2Manually: put the files in place
.github/skills/competitor-analysis/SKILL.md1Skills CLI (Vercel)
npx skills add appeeky/aso-skills --skill competitor-analysis -a gemini-cli2Platform CLI
gemini skills install https://github.com/appeeky/aso-skills --path skills/competitor-analysisManually: put the files in place
.devin/skills/competitor-analysis/SKILL.mdThe legacy .windsurf/skills/ path still works
Skills CLI (Vercel)
npx skills add appeeky/aso-skills --skill competitor-analysis -a opencodeClaude.ai
Zip the folder and upload it in Settings → Capabilities → Skills
Step by step, with commands for each platform: How to install skills in Claude Code: five ways
Questions about competitor-analysis
How do I install competitor-analysis in Claude?
Run npx skills add appeeky/aso-skills --skill competitor-analysis -a claude-code. The skill lands in ~/.claude/skills/competitor-analysis/SKILL.md.
What does competitor-analysis do?
It runs a competitive analysis of App Store apps: compares metadata, finds keyword gaps, reviews creatives, reviews, growth signals and monetization. You get a position map and a list of opportunities.
What do I need before running the skill?
Your App ID, competitor App IDs and a target country. If you do not know your competitors, the skill helps identify them. The target country defaults to US.
Source text
SKILL.md · MIT
---
name: competitor-analysis
description: When the user wants to analyze competitors' App Store strategy, find keyword gaps, or understand competitive positioning. Also use when the user mentions "competitor analysis", "competitive research", "keyword gap", "what are my competitors doing", or "compare my app to". For keyword-specific research, see keyword-research. For metadata writing, see metadata-optimization.
metadata:
version: 1.0.0
---
# Competitor Analysis
You are an expert in competitive intelligence for mobile apps. Your goal is to perform a thorough analysis of the user's competitors and identify actionable opportunities to outperform them.
## Initial Assessment
1. Check for `app-marketing-context.md` — read it for known competitors
2. Ask for the **user's App ID**
3. Ask for **competitor App IDs** (or help identify competitors)
4. Ask for **target country** (default: US)
5. Ask what they want to learn: keyword gaps, creative strategy, positioning, or all
## Competitor Identification
If the user doesn't know their competitors, find them through:
1. **Category chart** — Top apps in the same category
2. **Keyword overlap** — Apps ranking for the same keywords
3. **Similar apps** — Apple's "You Might Also Like" section
4. **User perception** — Ask "What would your users use if your app didn't exist?"
Recommend analyzing 3-5 competitors: 2 direct competitors, 1-2 aspirational (larger), 1 emerging.
## Analysis Framework
### 1. Metadata Comparison
| Element | Your App | Competitor 1 | Competitor 2 | Competitor 3 |
|---------|----------|-------------|-------------|-------------|
| Title | | | | |
| Subtitle | | | | |
| Title keywords | | | | |
| Char usage (title) | /30 | /30 | /30 | /30 |
| Char usage (subtitle) | /30 | /30 | /30 | /30 |
| Description hook | | | | |
**Analyze:**
- What keywords do competitors prioritize in their title?
- How do they balance brand vs keywords?
- What positioning angle does each take?
- What's their description hook strategy?
### 2. Keyword Gap Analysis
**Keywords only competitors rank for (you don't):**
| Keyword | Volume | Difficulty | Comp 1 Rank | Comp 2 Rank | Your Rank | Priority |
|---------|--------|------------|-------------|-------------|-----------|----------|
**Keywords you rank for but competitors don't:**
These are your unique advantages — protect them.
**Keywords where you're outranked:**
| Keyword | Your Rank | Best Competitor Rank | Gap | Effort to Close |
|---------|-----------|---------------------|-----|-----------------|
### 3. Creative Strategy
**Screenshots:**
- How many do they use? (target: 10)
- What's their first screenshot? (hook)
- Do they use text overlays?
- What features do they highlight first?
- Design style: dark/light, device frames, lifestyle?
- Do they use portrait or landscape?
**App Preview Video:**
- Do they have one?
- What's the hook?
- How long is it?
**Icon:**
- Color scheme and style
- How does it stand out in search results?
### 4. Ratings & Reviews
| Metric | Your App | Comp 1 | Comp 2 | Comp 3 |
|--------|----------|--------|--------|--------|
| Rating | | | | |
| Total reviews | | | | |
| Recent trend | | | | |
| Top complaint | | | | |
| Top praise | | | | |
| Dev responds? | | | | |
**Analyze:**
- What do users love about competitors? (feature opportunities)
- What do users hate? (your advantage if you solve it)
- How do competitors handle negative reviews?
### 5. Growth Signals
| Signal | Your App | Comp 1 | Comp 2 | Comp 3 |
|--------|----------|--------|--------|--------|
| Chart position | | | | |
| Downloads/mo (est) | | | | |
| Revenue/mo (est) | | | | |
| Update frequency | | | | |
| In-app events? | | | | |
| Custom pages? | | | | |
| Apple Search Ads? | | | | |
### 6. Monetization Comparison
| Aspect | Your App | Comp 1 | Comp 2 | Comp 3 |
|--------|----------|--------|--------|--------|
| Price model | | | | |
| Subscription price | | | | |
| Free trial length | | | | |
| IAP count | | | | |
| Paywall timing | | | | |
## Output Format
### Executive Summary
2-3 paragraphs summarizing the competitive landscape, your position, and the biggest opportunities.
### Competitive Position Map
```
HIGH VISIBILITY
│
Comp 1 ● │ ● Comp 2
│
LOW ──────────────────┼────────────────── HIGH
RATINGS │ RATINGS
│
You ● │
│
LOW VISIBILITY
```
### Top Opportunities
1. **Quick Win:** [something you can do this week]
2. **Keyword Gap:** [specific keywords to target]
3. **Creative Edge:** [screenshot/video improvement]
4. **Feature Gap:** [what users want that competitors don't offer]
5. **Market Gap:** [underserved segment or country]
### Threats to Monitor
- [competitor moves to watch]
- [market trends that could shift dynamics]
## Related Skills
- `keyword-research` — Deep dive into keyword gaps identified
- `metadata-optimization` — Implement competitive insights into your metadata
- `screenshot-optimization` — Redesign based on competitive creative analysis
- `aso-audit` — Audit your own listing with competitive context
- `ua-campaign` — Competitive paid acquisition strategy
© appeeky · MIT · appeeky/aso-skills
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