khadinakbarlabs/expo-mobile-app-builder/competitor-feature-matrix

Competitor Feature Matrix

A grid showing every feature × every competitor. Reveals your wedge fast.

When to build it

• Pre-MVP scoping (find the smallest set of features that competes)
• Mid-build (when adding a new feature, see if competitors have it)
• Pre-launch (verify your differentiation slot is real)

How to build it

Step 1: List features

Brainstorm 30-50 candidate features for the category. Be inclusive — include nice-to-haves and edge cases.

Categories of features to include:

• Core functionality
• Onboarding patterns
• Monetization options
• Personalization
• Sharing / social
• Notifications / engagement
• Data export / portability
• Accessibility
• Offline support
• Sync / multi-device
• Privacy / data control
• Apple ecosystem (Watch, Widgets, Siri, Live Activities, etc.)

Step 2: Pick competitors

5-10 direct competitors. Get them from find-niche or App Store category browse.

Step 3: Score the matrix

For each (feature, competitor) cell:

• ✅ Has it (and works well)
• 🟡 Has it (but broken / hidden / paywalled)
• ❌ Missing
• ⚠️ Has anti-version (e.g., they ban what you'd allow)

Step 4: Find the gaps

• All ❌: nobody offers this. Either nobody wants it (likely) OR you've found a wedge.
• All ✅: table stakes, you must have it
• Mostly 🟡: feature exists but is broken everywhere. Easy wedge if you do it well.
• Most have, you don't: must-add to your scope
• You alone have: your differentiation. Lead with this in marketing.

Output format

CSV or Markdown table:

| Feature | You | CompA | CompB | CompC | CompD | CompE | Gap? |
|---|---|---|---|---|---|---|---|
| Apple Watch app | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | Wedge - 1/5 has |
| Widgets | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | Universal gap! |
| Siri Shortcuts | ❌ | ❌ | 🟡 | ❌ | ❌ | ❌ | Gap |
| Family Sharing | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | 2/5 has |
| Live Activities | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | Wedge |
| Web export | ✅ | ❌ | ❌ | 🟡 | ❌ | ❌ | DIFFERENTIATION |
| Quiz onboarding | 🟡 | ✅ | ✅ | ✅ | ✅ | ❌ | Must add |
| Trial timeline | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | Must add |
| Apple Sign In | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | Win |
| Restore visible | ✅ | 🟡 | 🟡 | ✅ | ❌ | ❌ | Win |
| Affiliate program | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | Wedge |

How to act on it

1. Sort by "Gap?" — universal gaps are interesting (either bad market or wedge)
2. For each must-add: add to MVP scope or punt to v1.1
3. For each wedge: validate with 5 user interviews — gap might be intentional
4. For each differentiation: lead with it in App Store screenshots #1-2

Storage

Save as research/feature-matrix.md — update each time you do new competitor research.

Pair with

• find-niche to discover the competitors first
• position-pitch to frame your wedge into a one-liner
• aso-keywords to map differentiating features to App Store keywords