/competitive-watch          # Full scan
/competitive-watch quick    # Quick news scan only
/competitive-watch deep     # Deep analysis mode

🟢 GREEN  — No new competition, window open
🟡 YELLOW — New entrant detected, monitor closely
🟠 ORANGE — Funded competitor, accelerate timeline
🔴 RED    — Market saturated, consider pivot

Queries to run:
- "slopsquatting detection" site:techcrunch.com OR site:venturebeat.com
- "AI hallucination package" security tool
- "supply chain security" AI new startup
- Socket + Snyk + Endor Labs announcements
- PyPI security new tool

- Crunchbase: supply chain security funding
- TechCrunch: security startup funding
- LinkedIn: DevSecOps company announcements

- ProductHunt: security category
- GitHub Trending: security + python
- HackerNews: security tools

- Socket.dev blog/changelog
- Snyk blog/releases
- Endor Labs announcements
- GitHub Advanced Security updates

# Competitive Scan — YYYY-MM-DD

## Threat Level: [GREEN | YELLOW | ORANGE | RED]

---

## Direct Competitors

### Slopsquatting-Specific Tools
| Name | Status | Funding | Threat |
|:-----|:-------|:--------|:-------|
| [None found] | - | - | - |

### Adjacent Tools (Supply Chain Security)
| Name | Recent Update | Slopsquatting Feature? |
|:-----|:--------------|:-----------------------|
| Socket | [date] | [Yes/No/Partial] |
| Snyk | [date] | [Yes/No/Partial] |
| Endor Labs | [date] | [Yes/No/Partial] |

---

## New Entrants This Week

| Name | Type | Funding | Threat Level |
|:-----|:-----|:--------|:-------------|
| [None] | - | - | - |

---

## News & Announcements

### Relevant Articles
1. [Title](URL) — [Summary]
2. [Title](URL) — [Summary]

### Funding News
- [None this week]

### Product Launches
- [None this week]

---

## Market Window Assessment

**Status**: OPEN / CLOSING / CLOSED

**Reasoning**:
[Analysis of market window]

**Time Remaining**: X months (estimate)

---

## Recommendations

### If GREEN:
- Continue current plan
- No acceleration needed

### If YELLOW:
- Increase scan frequency to 2x/week
- Accelerate MVP timeline if possible

### If ORANGE:
- Consider feature differentiation
- Accelerate to market immediately
- Focus on unique value proposition

### If RED:
- Evaluate pivot options
- Consider acquisition targets
- Reassess project viability

---

## Action Items

| Priority | Action | Deadline |
|:---------|:-------|:---------|
| [P0/P1/P2] | [Action] | [Date] |

---

## Next Scan

Date: [Next week date]

Continue with current roadmap.
Focus on quality and differentiation.
Run weekly scans.

1. Document the new entrant
2. Analyze their approach
3. Identify differentiation opportunities
4. Continue development, no timeline change
5. Increase scan frequency

1. Emergency assessment meeting
2. Cut non-essential features from MVP
3. Focus on fastest path to launch
4. Consider early launch with limited features
5. Prepare differentiation messaging

1. Stop current development
2. Full competitive analysis
3. Evaluate:
   - Can we differentiate enough?
   - Is there an adjacent niche?
   - Should we pivot entirely?
4. Decision within 48 hours
5. Either: Pivot, Partner, or Exit

# .fortress/reports/competitive/SCAN_LOG.md

| Date | Threat Level | Key Finding | Action Taken |
|:-----|:-------------|:------------|:-------------|
| 2025-12-23 | GREEN | No new entrants | Continue |
| ... | ... | ... | ... |

## DIFFERENTIATION MATRIX

| Feature | Phantom Guard | Socket | Snyk | Endor |
|:--------|:--------------|:-------|:-----|:------|
| Hallucination patterns | ✅ Core focus | ❌ | ❌ | ❌ |
| Real-time detection | ✅ | ✅ | ❌ | ❌ |
| pip hook | ✅ | ✅ | ❌ | ❌ |
| OSS core | ✅ | ❌ | ❌ | ❌ |
| AI-focused | ✅ | Partial | ❌ | ✅ |
| Pattern database | ✅ Specialized | ❌ | ❌ | ❌ |