mmcmedia 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:
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
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?
Facebook Groups (if accessible)
- "I wish someone would build..."
- "Does anyone know an app that..."
- "I'm so frustrated with..."
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:
Google Trends
- Search: "best [niche] app"
- Look for: 10%+ YoY growth
- Seasonality: Spikes predictable?
Reddit Growth
- Subscriber growth rate
- Engagement (comments per post)
- New user questions
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:
Why hasn't this been solved?
- Incumbents are old/lazy?
- Market too small?
- Hard to reach users?
- Technical complexity?
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
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
# 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
One review = pain point ❌
- Need 20+ mentions across multiple sources
"I wish" = willingness to pay ❌
- Look for actual spending or desperate workarounds
Ignoring why competitors haven't won ❌
- If no one dominates, ask why. Hard to reach? Low retention?
Assuming McKinzie's current audience ❌
- She can build new audiences. Focus on reachability, not current list.
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