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Overview

The Competitor Analysis skill performs thorough competitive intelligence for mobile apps. It analyzes competitors’ metadata, keywords, creative strategy, ratings, and growth signals to identify actionable opportunities to outperform them.
For keyword-specific research, see Keyword Research. For metadata writing, see Metadata Optimization.

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When to Use

Use the Competitor Analysis skill when you need to:
  • Understand the competitive landscape
  • Find keyword gaps vs competitors
  • Analyze competitor positioning strategy
  • Identify underserved market segments
  • Benchmark your performance
  • Discover feature opportunities
  • Track competitor movements

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How It Works

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Initial Assessment

The skill starts by gathering context:
  1. Checks for app-marketing-context.md for known competitors
  2. Asks for your App ID
  3. Asks for competitor App IDs (or helps identify them)
  4. Asks for target country (defaults to US)
  5. Asks what to focus on: keyword gaps, creative strategy, positioning, or all

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Competitor Identification

If you don’t know your competitors, the skill finds them through:
1

Category Chart

Top apps in the same category as yours
2

Keyword Overlap

Apps ranking for the same keywords you target
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?”
Recommended mix: Analyze 3-5 competitors: 2 direct competitors, 1-2 aspirational (larger), 1 emerging threat.

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Analysis Framework

The competitive analysis evaluates competitors across 6 key dimensions:
Compare how competitors position themselves in metadata:
ElementYour AppCompetitor 1Competitor 2Competitor 3
Title
Subtitle
Title keywords
Char usage (title)/30/30/30/30
Char usage (subtitle)/30/30/30/30
Description hook
Analysis Questions:
  • 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?
Keywords only competitors rank for (you don’t):
KeywordVolumeDifficultyComp 1 RankComp 2 RankYour RankPriority
fitness tracker786537—High
workout planner6248512—High
gym app717284—Medium
Keywords you rank for but competitors don’t:These are your unique advantages—protect them.Keywords where you’re outranked:
KeywordYour RankBest Competitor RankGapEffort to Close
fitness app153 (Comp 1)12Medium
workout tracker225 (Comp 2)17High
Screenshots:
  • How many do they use? (target: 10)
  • What’s their first screenshot? (the 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 in the first 3 seconds?
  • How long is it?
  • Does it work without sound?
Icon:
  • Color scheme and style
  • How does it stand out in search results?
  • Does it match category conventions or break them?
MetricYour AppComp 1Comp 2Comp 3
Rating4.64.84.54.7
Total reviews12K85K45K8K
Recent trend↗ Improving→ Stable↘ Declining↗ Improving
Top complaintCrashes on iOS 17ExpensiveLimited featuresPoor support
Top praiseEasy to useGreat contentBeautiful designEffective
Dev responds?Yes (50%)Yes (80%)NoRarely
Analysis:
  • What do users love about competitors? → Feature opportunities
  • What do users hate? → Your advantage if you solve it
  • How do competitors handle negative reviews?
SignalYour AppComp 1Comp 2Comp 3
Chart position#47 Health#12 Health#28 Health#156 Health
Downloads/mo (est)15K120K60K8K
Revenue/mo (est)$12K$180K$85K$5K
Update frequencyMonthlyWeeklyBi-weeklyQuarterly
In-app events?NoYes (3 active)Yes (1 active)No
Custom pages?NoYes (2 pages)NoNo
Apple Search Ads?NoYesYesNo
Track these signals to understand who’s growing and how.
AspectYour AppComp 1Comp 2Comp 3
Price modelFreemiumFreemiumPaid ($4.99)Freemium
Subscription price$9.99/mo$12.99/moN/A$7.99/mo
Free trial length7 days14 daysN/A7 days
IAP count3805
Paywall timingAfter 3 workoutsImmediateN/AAfter signup
Understand how competitors monetize to identify pricing opportunities.

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Output Format

The analysis delivers a comprehensive competitive intelligence report:

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Executive Summary

2-3 paragraphs summarizing:
  • The competitive landscape
  • Your current position
  • The biggest opportunities
Example:
The meditation app market is dominated by Calm (#3 in Health & Fitness) and Headspace (#8), both with 10M+ downloads. Your app ranks #47 with strong ratings (4.6★) but low visibility. Key opportunity: Both leaders under-index on “sleep meditation” and “anxiety relief”—keywords with high search volume where you currently rank better. Your main weakness is creative execution: competitors use video previews and benefit-driven screenshot captions, while yours show plain app screens.

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Competitive Position Map

Visual representation of where you stand: 
                    HIGH VISIBILITY
                         │
            Calm ●       │       ● Headspace
                         │
   LOW ──────────────────┼────────────────── HIGH
   RATINGS               │               RATINGS
                         │
                  You ●  │    ● Insight Timer
                         │
                    LOW VISIBILITY

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Top Opportunities

1. Quick Win

Add app preview video — 3 of 4 competitors have one, you don’t. Studies show 20%+ conversion lift.

2. Keyword Gap

Target “sleep meditation” and “anxiety relief” — High volume (72 & 65), medium difficulty, and you already rank #15 & #22. Competitors rank worse.

3. Creative Edge

Redesign first 3 screenshots with benefit-driven captions — Competitors lead with “Fall asleep in 10 minutes” not “Sleep Stories Feature”.

4. Feature Gap

Add “breathing exercises” feature — Mentioned in 40% of competitor negative reviews (“I wish this had breathing exercises”). You don’t have it, they do.

5. Market Gap

Expand to Spanish market — Calm and Headspace have weak Spanish localization (Google Translate quality). Large underserved audience.

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Threats to Monitor

Competitive threats to watch:
  • Calm is launching custom product pages for “sleep” and “anxiety” audiences next month
  • Headspace is running Apple Search Ads on your top keywords at $2.50 CPI
  • New entrant “Balance” is #156 but growing 300% MoM with strong VC backing
  • Category is shifting toward “mental health” positioning vs generic “meditation”

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Example Usage

User: Analyze my competitors in the meditation app space

Agent: I'll perform a competitive analysis. Let me gather some information:

1. What's your App ID?
2. Do you know your main competitors, or should I help identify them?

[User provides ID and says "help identify"]

Analyzing your category (Health & Fitness - Meditation)...

Top competitors identified:
1. Calm (Apple ID: 571800810) - #3 in category, 10M+ downloads
2. Headspace (Apple ID: 493145008) - #8 in category, 5M+ downloads
3. Insight Timer (Apple ID: 337472899) - #12 in category, 3M+ downloads
4. Balance (Apple ID: 1361356590) - #156 but growing fast (emerging threat)

Recommended mix: Calm (aspirational), Headspace (direct), Insight Timer (direct), Balance (emerging)

Should I analyze all 4, or would you like to focus on specific ones?

[User confirms all 4]

[Agent proceeds with full analysis across all 6 dimensions]

Metadata Comparison:

Calm: "Calm - Sleep & Meditation" (26/30)
- Keywords: calm, sleep, meditation
- Positioning: Sleep-first, then meditation
- Hook: "Join 100M+ people who sleep better"

Headspace: "Headspace: Mindful Meditation" (30/30)
- Keywords: headspace, mindful, meditation
- Positioning: Mindfulness-first
- Hook: "Meditation made simple"

Your App: "Meditation App" (15/30)
- Keywords: meditation, app
- Positioning: Generic
- Hook: "Welcome to our meditation app"

Opportunity: Your title is generic and wastes 15 characters. Neither Calm nor Headspace target "anxiety" or "stress relief" in title—this is your opening.

[Continues with full analysis...]

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

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Best Practices

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Choosing Competitors

  • 2 Direct competitors: Similar size, target audience, and feature set
  • 1-2 Aspirational: Category leaders you aspire to compete with
  • 1 Emerging: Fast-growing newcomers that could disrupt the market
  • Avoid: Don’t just pick the biggest—pick the most relevant

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Analysis Frequency

  • Monthly: Quick check on competitor rankings and chart positions
  • Quarterly: Full analysis of metadata, creative, and keyword strategy
  • After major events: When competitors launch features, get featured, or change pricing
  • Before your updates: Inform your roadmap with competitive intelligence

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Actionable Insights

  • Focus on gaps you can realistically close (don’t chase impossible keywords)
  • Look for patterns across multiple competitors (not just one)
  • Prioritize opportunities where you have existing traction
  • Monitor competitor reviews for feature requests
  • Track competitor update frequency—it signals investment level
Competitive analysis is ongoing. Set up tracking for competitor keywords, rankings, and ratings to catch changes early.

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