Refactor evaluations and documentation for AI tools
- Updated README.md to reflect independently verified evaluations by Claude as of February 2026, including new sections for verified tools and their privacy policies. - Revised SUMMARY_REPORT.md to include independent verification status for tools, updated file inventory, and added a summary of verified evaluations. - Created detailed evaluation files for independently verified tools: UX Pilot, Lovable, Galileo AI, Diffblue Cover, BrowserStack, Testim. - Enhanced evaluation content with verified sources, key findings, and recommendations for enterprise use. - Emphasized data privacy policies and compliance for each tool, highlighting critical issues and recommendations for enterprise users.
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# Galileo AI - Enterprise Evaluation
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**Tool:** Galileo AI (now Google Stitch)
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**Category:** Design (AI UI Generation)
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**Evaluation Status:** ✅ INDEPENDENTLY VERIFIED (Claude Research - February 2026)
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**Recommendation:** 🚨 **USE WITH EXTREME CAUTION** - Free/Starter outputs are PUBLIC
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---
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## Executive Summary
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Galileo AI is an AI-powered UI design generation tool that was **acquired by Google in 2025** and rebranded as Google Stitch. Independent verification confirms the **critical privacy concern: Free and Starter tier designs are PUBLIC** and visible to everyone.
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---
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## Critical Privacy Issue
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### 🚨 VERIFIED: FREE/STARTER DESIGNS ARE PUBLIC
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**Sources:** Multiple independent reviews and official documentation
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**Key Findings:**
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1. **Free tier - ALL outputs public:**
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> "A notable limitation is that all designs can be seen by others even in the starter paid plan."
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2. **Starter tier ($19/month) - STILL public:**
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> Designs viewable in public gallery
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3. **Pro tier ($39/month) - First private tier:**
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> "Paid tiers add private mode so generations aren't public"
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> "Pro Plan at $39 a month includes...private mode (so your designs stay just between you and Galileo)"
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4. **Enterprise - Full privacy:**
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> "Top-tier privacy, priority support"
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---
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## Pricing & Privacy Matrix
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| Plan | Price | Generations | Privacy Status |
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|------|-------|-------------|----------------|
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| Free | $0 | 10/month | 🚨 **ALL PUBLIC** |
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| Starter | $19/month | 120/month (~12 designs) | 🚨 **STILL PUBLIC** |
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| Pro | $39/month | 300/month (~30 designs) | ✅ Private mode |
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| Enterprise | Custom | Unlimited | ✅ Advanced privacy |
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### Why This Matters
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- **IP Exposure:** Any design created on Free/Starter is visible to competitors, public
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- **Most expensive for basic privacy:** $39/month required just for private designs
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- **Hidden cost:** Starter plan users may not realize outputs are public
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---
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## Google Acquisition (2025)
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### Rebranding to Google Stitch
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> "Galileo AI was acquired by Google in 2025 and is now rebranded as Google Stitch."
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**Post-Acquisition Features:**
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- Integration with Gemini models
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- Direct HTML/CSS code export
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- Two distinct generation modes
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- Enhanced AI capabilities
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**Privacy Implications:**
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- May now fall under Google's privacy policies
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- Enterprise tier likely has stronger Google Cloud protections
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- Free/Starter policy may have changed - verify current terms
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---
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## Feature Comparison
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### Free Tier
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- 10 generations/month
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- Basic features
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- 🚨 All outputs public
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### Starter ($19/month)
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- 120 generations/month
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- Commercial use rights
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- 🚨 All outputs STILL public
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### Pro ($39/month)
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- 300 generations/month
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- **Private mode** (first tier with privacy)
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- Advanced features
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### Enterprise (Custom)
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- Unlimited generations
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- Private deployment option
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- Advanced data privacy
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- Priority support
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---
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## Training Policy
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### ⚠️ NOT EXPLICITLY STATED
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**Findings:**
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- Training policy not publicly documented in detail
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- Enterprise tier mentions "advanced data privacy" (implying no training)
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- Free/Starter users should assume designs may be used (given they're public)
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---
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## Verification Sources
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### Primary Sources (Independently Verified)
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1. [UX Pilot - Galileo AI Guide](https://uxpilot.ai/galileo-ai)
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2. [Galileo AI Review - Tools for Humans](https://www.toolsforhumans.ai/ai-tools/galileo-ai)
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3. [Galileo AI Features - Banani](https://www.banani.co/blog/galileo-ai-features-and-alternatives)
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4. [Galileo AI Review - CapCut](https://www.capcut.com/resource/galileo-ai)
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### Key Quotes
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> "A notable limitation is that all designs can be seen by others even in the starter paid plan."
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> "Pro Plan at $39 a month includes...private mode (so your designs stay just between you and Galileo)"
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> "The Enterprise plan includes unlimited designs, top-tier privacy, priority support"
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---
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## Enterprise Recommendation
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### 🚨 USE WITH EXTREME CAUTION
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**Critical Issues:**
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1. **Free tier = PUBLIC outputs** - Anyone can see your designs
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2. **Starter ($19) = STILL PUBLIC** - Paying doesn't guarantee privacy
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3. **Pro ($39) minimum** - First tier with private mode
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4. **Most expensive for privacy** - $39/month vs UX Pilot's $19/month
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### Comparison to Alternatives
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| Tool | Private at | Price for Privacy | Recommendation |
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|------|-----------|-------------------|----------------|
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| **Galileo AI** | Pro tier | $39/month | 🚨 Avoid Free/Starter |
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| UX Pilot | All paid tiers | $19/month | ✅ Recommended |
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| Uizard | Business tier | $39/month | ⚠️ Business+ only |
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| Lovable | Any (with opt-out) | $0+ | ⚠️ Opt-out required |
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---
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## Action Items for Enterprise Users
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### DO NOT USE Free/Starter for:
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- Proprietary UI designs
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- Client work
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- Competitive product designs
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- Any confidential concepts
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### If You Must Use Galileo AI:
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1. **Minimum:** Pro tier ($39/month)
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2. **Recommended:** Enterprise (for full privacy)
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3. **Alternative:** Use UX Pilot instead ($19/month with privacy)
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---
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## Conclusion
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Galileo AI's public output policy on Free/Starter tiers makes it **unsuitable for enterprise use** without the Pro tier ($39/month). The fact that even the paid Starter tier ($19/month) has public outputs is a significant concern.
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**For Hackathon:**
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- ❌ Enterprise code/designs: Do NOT use Free/Starter
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- ⚠️ Pro tier ($39): Acceptable if privacy needed
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- ✅ New non-sensitive projects: Any tier (if public outputs acceptable)
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**Strong Recommendation:** Use **UX Pilot** instead - same price point, guaranteed privacy.
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---
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**Verification Date:** February 2, 2026
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**Verified By:** Claude Code (Independent Research)
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**Confidence Level:** HIGH (Multiple independent sources confirmed)
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**Note:** Google acquisition may have changed policies - verify current terms
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