# App Opportunity Research

> App Opportunity Research Skill

- Skill: `mmcmedia/app-opportunity-research` (Agent Skill)
- Install (CLI): `npx skillmds@latest add mmcmedia/app-opportunity-research`
- Raw SKILL.md: https://api.skillmd.com/api/skills/mmcmedia/app-opportunity-research/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: mmcmedia (https://skillmd.com/u/mmcmedia)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/mmcmedia/app-opportunity-research

---

# App Opportunity Research Skill

**Purpose:** Find profitable app opportunities for McKinzie's audiences through rigorous validation.

**Trigger:** When McKinzie wants to find new app ideas, validate a market, or research competitive gaps.

---

## 🎯 Research Philosophy

**Goal:** Find real pain points with validated demand, not guesswork.

**Key Insight:** McKinzie's superpower isn't existing audience - it's ability to understand and build audiences quickly.

**Success Criteria:**
- Real pain point (50+ mentions, desperate language)
- Growing market (10%+ YoY)
- People PAY for solutions
- McKinzie can understand the audience
- Reachable through channels she can master

---

## 📋 Research Methodology

### Phase 0: Audience Audit (REQUIRED)
**Before researching, understand McKinzie's reach:**

Check:
- Email list segments (which topics get engagement?)
- Blog analytics (top performing content)
- Social demographics per platform
- Previous product launches (what worked?)

**Output:** "McKinzie has strongest reach with X, Y, Z niches + ability to build new audiences in 6 months"

---

### Phase 1: Pain Point Discovery (Breadth)

**Sources to Mine:**
1. **Reddit** (5-10 threads per niche)
   - r/homeschool, r/Parenting, r/mommit
   - r/TwoXChromosomes, r/beyondthebump
   - r/LDS, r/Christianity
   - Niche: r/homesteading, r/Frugal, r/haircare
   
2. **App Store Reviews** (50+ per top 3 apps)
   - 1-star reviews: What makes people rage quit?
   - 5-star reviews: What do they love most?
   - Recent reviews: What's changed?

3. **Facebook Groups** (if accessible)
   - "I wish someone would build..."
   - "Does anyone know an app that..."
   - "I'm so frustrated with..."

4. **Quora / Forums**
   - "What is the best app for..."
   - Common follow-up complaints

**Collection Target:**
- 100+ raw mentions
- 20+ unique pain points
- 5+ "I wish" statements
- 3+ "I'd pay for this"

---

### Phase 2: Pain Point Validation (Depth)

**For EACH candidate pain point, verify:**

| Validation Criteria | Evidence Needed | Threshold |
|--------------------|-----------------|-----------|
| **Frequency** | How often mentioned? | 20+ unique mentions |
| **Intensity** | Desperate vs mild annoyance | "I'm desperate" language |
| **Willingness to Pay** | Paid for workarounds? | 5+ "I'd pay" or workaround mentions |
| **Current Solutions** | Why do existing apps fail? | Specific complaints, not vague |

**Red Flags (Auto-reject):**
- Mentioned <5 times
- "Nice to have" language only
- No one mentions paying
- Solutions exist that people seem happy with

---

### Phase 3: Market Validation

**Quantitative Checks:**

1. **Google Trends**
   - Search: "best [niche] app"
   - Look for: 10%+ YoY growth
   - Seasonality: Spikes predictable?

2. **Reddit Growth**
   - Subscriber growth rate
   - Engagement (comments per post)
   - New user questions

3. **App Store Data**
   - Top apps: Download estimates
   - Revenue: Public data or estimates
   - Age: How long have leaders dominated?

**Thresholds:**
- Market growing: 10%+ YoY minimum
- Active community: 100K+ engaged users
- Revenue signals: Existing paid apps making money

---

### Phase 4: Competitive Reality Check

**Research Questions:**

1. **Why hasn't this been solved?**
   - Incumbents are old/lazy?
   - Market too small?
   - Hard to reach users?
   - Technical complexity?

2. **Competitor Analysis:**
   - Top 3 apps: Age, revenue, last update
   - Pricing: Free tier? Subscription? One-time?
   - Weaknesses: What do reviews consistently hate?
   - **Red flag:** All competitors <2 years old = unstable

3. **Differentiation Opportunity:**
   - What's the angle they missed?
   - Underserved segment?
   - Simpler approach?

---

### Phase 5: Strategic Fit Assessment

**McKinzie's Angle:**

| Factor | Question | Score 1-5 |
|--------|----------|-----------|
| **Audience Understanding** | Can she relate to their pain? | |
| **Reachability** | Can she reach them via SEO/Pinterest/ads/influencers? | |
| **Content Flywheel** | Can blog content drive app downloads? | |
| **Launch Advantage** | Does she have unfair advantage (existing audience, partnerships)? | |
| **Complexity** | Can Dev build MVP in 2-4 weeks? | |
| **Retention Potential** | Daily use or one-time? | |

**Total: /30**

**Scoring:**
- 25-30: Strong fit, recommend build
- 20-24: Good fit, consider build
- 15-19: Marginal, need differentiator
- <15: Skip

---

### Phase 6: Revenue Projection

**Conservative Math:**

```
Addressable Market: X people
McKinzie's Reach (Year 1): X × 0.02 = Y people
Conversion (free→paid): Y × 0.03 = Z paid users
Price: $X/month
Annual Revenue: Z × $X × 12 = $____
```

**Thresholds:**
- Year 1: $10K minimum, $50K ideal
- Year 2: $100K+ for sustainability

---

## 📝 Output Template

### Opportunity Report

```markdown
# App Opportunity: [Name]

## 1. Pain Point
**Problem Statement:** [One sentence]

**Evidence:**
- "[Direct quote from user]" (Reddit r/XXX)
- "[Direct quote from user]" (App Store review)
- [5+ quotes total]

**Frequency:** Mentioned X times across Y sources

**Intensity:** [Desperate / Frustrated / Mildly annoyed]

## 2. Market Validation
- **Google Trends:** X% growth YoY
- **Community Size:** X subscribers (growing Y%/month)
- **Search Volume:** X monthly searches
- **Existing Revenue:** Top app makes $X (estimated)

## 3. Competitive Analysis
| App | Age | Price | Weakness | Users |
|-----|-----|-------|----------|-------|
| [Name] | 5yr | $5/mo | [Specific complaint] | X |
| [Name] | 2yr | Freemium | [Specific complaint] | Y |

**Gap:** [What they're missing]

## 4. Strategic Fit
| Factor | Score | Notes |
|--------|-------|-------|
| Audience Understanding | X/5 | |
| Reachability | X/5 | |
| Content Flywheel | X/5 | |
| Launch Advantage | X/5 | |
| Complexity | X/5 | |
| Retention | X/5 | |
| **TOTAL** | **X/30** | |

## 5. Revenue Projection
- **Year 1:** $X (X users × $X/month × 12)
- **Year 2:** $X (growth assumptions)
- **Break-even:** X months

## 6. Recommendation
**[BUILD / SKIP / RESEARCH MORE]**

**Why:** [2-3 sentences]

**MVP Features:**
1. [Feature]
2. [Feature]
3. [Feature]

**Next Steps:**
- [ ] Validate with 5 potential users
- [ ] Build landing page for interest
- [ ] Competitive teardown
- [ ] Technical feasibility check with Dev
```

---

## 🚀 Quick-Start Commands

### Research a Niche
```
Research app opportunities in [NICHE] for McKinzie.
Follow the validation methodology in SKILL.md.
Deliver 3-5 opportunities with full reports.
```

### Validate Specific Idea
```
Validate if "[IDEA]" is a viable app opportunity.
Check: pain frequency, willingness to pay, competition, strategic fit.
Deliver go/no-go recommendation with evidence.
```

### Competitive Teardown
```
Analyze top 3 apps in [NICHE].
Find their weaknesses and gaps.
Identify differentiation opportunity.
```

---

## ⚠️ Common Mistakes to Avoid

1. **One review = pain point** ❌
   - Need 20+ mentions across multiple sources
   
2. **"I wish" = willingness to pay** ❌
   - Look for actual spending or desperate workarounds
   
3. **Ignoring why competitors haven't won** ❌
   - If no one dominates, ask why. Hard to reach? Low retention?
   
4. **Assuming McKinzie's current audience** ❌
   - She can build new audiences. Focus on reachability, not current list.
   
5. **Skipping market size validation** ❌
   - Small passionate market > Large indifferent market

---

## 📚 Resources

**Tools:**
- Google Trends (trends.google.com)
- Reddit (reddit.com)
- App Store / Google Play reviews
- Sensor Tower / App Annie (if available)

**Research Avenues:**
- r/SideProject (what people are building)
- r/SaaS (business models)
- r/Entrepreneur (validation stories)
- Indie Hackers (revenue transparency)

---

## ✅ Success Metrics

**Quality Research:**
- 3-5 opportunities with full validation
- Each backed by 20+ data points
- Clear go/no-go recommendations
- MVP feature sets ready for Dev

**Timeline:**
- 1 niche: 2-3 hours
- 3 niches: 6-8 hours
- Full report: Deliver within 24 hours of starting

---

*Last updated: Feb 15, 2026*
*Validated with McKinzie's feedback: audience-building advantage, 5% conversion assumption, focus on real pain over perfect fit*