app-store-opportunity-research

Prerequisites

• Browser tools for App Store browsing and research
• Web search for Reddit, Google Trends, and indie revenue research
• No API keys required — all research is done through browser and web search

Pipeline Overview

1. Define Category & Goals
2. App Store Charts Research
3. Community & Demand Research
4. Competitor Deep-Dive
5. Revenue Deep-Dive
6. Gap Analysis
7. Score & Rank
8. Top 3 Report
9. Quick Validation (optional)
10. MVP PRD

Step 1: Define the Category & Goals

Ask the user what space they want to explore. Help them narrow down:

• Too broad: "Health apps" (thousands of competitors)
• Good: "Sleep + anxiety apps for consumers" (specific intersection)
• Good: "Habit tracking for fitness beginners" (audience + niche)
• Good: "AI-powered journaling apps" (tech angle + category)

Key questions to ask:

1. What category or problem space interests you?
2. Consumer or B2B? (Consumer is easier to validate quickly)
3. Any budget constraints? (No-AI = cheaper to build, AI = higher ceiling)
4. Target revenue? ($1K/mo side project vs $10K/mo business vs $50K+/mo full-time replacement)
5. What's your timeline? (2-4 week MVP vs 2-3 month polished launch)
6. Do you have domain expertise or personal pain in this area? (Strongest apps come from scratching your own itch)

Step 2: App Store Charts Research

Browse the iOS App Store charts to map the competitive landscape.

Chart URLs

Navigate to: https://apps.apple.com/us/charts/iphone/{category-slug}/{category-id}

Apps:

Games:

International Charts

Check other countries for apps not yet available or localized for the US:

• UK: apps.apple.com/gb/charts/iphone/...
• Germany: apps.apple.com/de/charts/iphone/...
• Japan: apps.apple.com/jp/charts/iphone/...
• Australia: apps.apple.com/au/charts/iphone/...
• Canada: apps.apple.com/ca/charts/iphone/...
• South Korea: apps.apple.com/kr/charts/iphone/...
• Brazil: apps.apple.com/br/charts/iphone/...

What to Document

Record the top 25-50 apps, noting:

• App name and chart position
• Rating count (proxy for install base — see references/revenue-estimation.md)
• Star rating
• Price/monetization model (free, paid, subscription, freemium)
• Brief description
• Last updated date (visible on the app's detail page)

Pattern Recognition

Step 3: Community & Demand Research

Validate that real demand exists outside the App Store. See references/research-sources.md for detailed search patterns and sources.

Reddit & Forum Research

Search Reddit for unmet demand signals in the category. Look for:

• "Is there an app that..." posts with no good answer
• Complaints about existing apps (pain points users will pay to escape)
• Feature requests with high upvotes
• "I switched from X to Y because..." (switching triggers)
• "I'd pay $X for..." (willingness-to-pay signals)

Google Trends Validation

Check Google Trends for the core problem keywords:

• Rising trend = growing demand, may not be saturated
• Declining trend = caution, avoid unless you have a unique angle
• Note seasonal patterns to time your launch (fitness peaks January, etc.)

Web → Mobile Gap Detection

Search for opportunities where demand exists but no quality iOS app serves it:

• Product Hunt: Recently launched web tools in the category without native iOS apps
• AlternativeTo: What users are looking for alternatives to (dissatisfaction signal)
• International apps: Successful apps in other countries without US presence

Indie Revenue Intelligence

Search IndieHackers and Twitter (#buildinpublic) for real revenue data from solo devs and small teams in the category. Real numbers beat estimates. See references/research-sources.md for search patterns.

Step 4: Competitor Deep-Dive

For each promising niche area, deep-dive into 5-8 competitor apps.

Data to Collect Per App