Projects & Competition¶
Real-world projects built on SOL Atlas and competitive comparisons.
Battle-Tested Projects¶
Burning Meme¶
Type: Memecoin Launchpad
Chain: BASE (EVM)
Community Size: 50K+ channel members, 1K+ active in bot
Features: - High-frequency quests and hype loops - Gamified token launches - Leaderboards and competitions - Wallet integration for token gating
Atlas Features Used: - Quest system (BPMN workflows) - Leaderboards - Analytics dashboard - Telegram bot + webchatbot
Results: - High engagement rates - Viral growth loops - Strong community retention
DexGuru¶
Type: DeFi Analytics Platform
Chains: 12 EVM chains, 180+ DEXs
Users: 30K+ MAU, 5K+ bot users
Volume: $1B+ yearly trading volume (2022 peak)
Features: - Real-time DeFi analytics - Token discovery and screening - On-chain data panels - Trading insights
Atlas Features Used: - Webchatbot (intercom-style support) - Knowledge base RAG (token inventory) - On-chain lookups - Workflow scenarios (drive users to swaps)
Results: - Deflected support tickets - Improved user onboarding - Better discoverability
UCOIN App¶
Type: Utility DEX with Staking
Community Size: 47K+ channel members, 3K+ active in bot
Features: - Token trading and staking - Quest-based rewards - Community engagement - Cross-community competitions
Atlas Features Used: - Quest system - Leaderboards - Wallet integration - Analytics
Results: - High retention rates - Strong community engagement - Successful token launches
Competitive Comparison¶
vs. Traditional Chatbots¶
| Feature | SOL Atlas | Traditional Chatbots |
|---|---|---|
| Knowledge Base | Dynamic RAG (self-updating) | Static FAQs |
| Workflows | BPMN orchestration | Simple if/then rules |
| Multi-Interface | Bot + Web + API | Single interface |
| Business Logic | Visual workflows | Hard-coded |
| Deployment | One-click (Kubernetes) | Manual setup |
| Open Source | ✅ Yes | ❌ No |
| Cost | Self-hosted | SaaS pricing |
Advantage: Atlas provides enterprise-grade automation with open-source flexibility.
vs. Enterprise Platforms (Intercom, Zendesk)¶
| Feature | SOL Atlas | Enterprise Platforms |
|---|---|---|
| Cost | Self-hosted (free) | $100s-1000s/month |
| Customization | Full control | Limited |
| Vendor Lock-in | None | High |
| Telegram Integration | Native | Limited |
| Workflow Automation | BPMN (visual) | Basic automation |
| Knowledge Base | Dynamic RAG | Static content |
| Open Source | ✅ Yes | ❌ No |
Advantage: Atlas offers enterprise features without vendor lock-in or high costs.
vs. Low-Code Platforms (Zapier, Make)¶
| Feature | SOL Atlas | Low-Code Platforms |
|---|---|---|
| AI Integration | Native (RAG, LLM) | Limited |
| Telegram Native | ✅ Yes | ❌ No |
| Workflow Complexity | BPMN (unlimited) | Limited |
| Self-Hosted | ✅ Yes | ❌ No |
| Cost | Free (self-hosted) | Per-action pricing |
| Custom Components | Full control | Limited |
Advantage: Atlas provides AI-native automation with Telegram-first design.
vs. Community Platforms (Discord Bots, Telegram Bots)¶
| Feature | SOL Atlas | Other Community Bots |
|---|---|---|
| Workflow Engine | BPMN (visual) | Code-based |
| Knowledge Base | Dynamic RAG | Static |
| Multi-Interface | Bot + Web + API | Bot only |
| Analytics | Built-in | Limited |
| Deployment | One-click | Manual |
| Open Source | ✅ Yes | Varies |
Advantage: Atlas offers professional-grade features with community bot simplicity.
Use Case Comparison¶
Customer Support¶
Traditional Approach: - Intercom/Zendesk: $100s/month, vendor lock-in - Custom solution: Months of development
Atlas Approach: - One-click deployment - Self-hosted (free) - Full customization - Telegram + Web unified
Result: Enterprise features at open-source cost.
Community Engagement¶
Traditional Approach: - Discord bots: Limited features - Telegram bots: Code-heavy, no workflows - Custom platform: Expensive development
Atlas Approach: - Quest system (visual workflows) - Leaderboards and analytics - Knowledge base RAG - One-click deployment
Result: Professional community platform in minutes.
Personal Assistant¶
Traditional Approach: - Generic chatbots: No workflows - Custom development: Expensive - SaaS solutions: Privacy concerns
Atlas Approach: - Personal bot template - Custom routines and workflows - Self-hosted (privacy) - Full control
Result: Personal assistant with enterprise automation.
Market Position¶
Open Source Intercom Alternative¶
Position: Self-hosted, open-source alternative to Intercom
Advantages: - No vendor lock-in - Full customization - Telegram native - Dynamic knowledge base
Target: Teams wanting enterprise features without SaaS costs.
Community Platform for Web3¶
Position: Telegram-native community platform for Solana/Web3 projects
Advantages: - Wallet integration - On-chain data - Quest gamification - Cross-community features
Target: Solana projects building engaged communities.
AI Automation Framework¶
Position: Open-source framework for AI-driven automation
Advantages: - BPMN workflows - Dynamic RAG - Multi-interface support - One-click deployment
Target: Developers building AI-powered applications.
Success Metrics¶
Community Projects¶
- Burning Meme: 50K+ channel, 1K+ bot users
- UCOIN: 47K+ channel, 3K+ bot users
- DexGuru: 30K+ MAU, 5K+ bot users
Engagement Rates¶
- Retention: 50%+ (vs. 10% industry average)
- Active Users: 20%+ daily active
- Quest Completion: 60%+ completion rate
Support Deflection¶
- DexGuru: 70%+ support tickets deflected
- Response Time: < 1 second (vs. minutes for human support)
- User Satisfaction: 4.5+ stars
Getting Started¶
For Community Projects¶
- Launch via wizard — https://atlas.gurunetwork.ai/launcher
- Choose Community Bot template
- Configure quests and leaderboards
- Deploy and grow
For Support Teams¶
- Launch via wizard
- Choose Intercom Bot template
- Connect Telegram support group
- Embed webchatbot on site
For Developers¶
- Fork the repo — https://github.com/evahteev/sol-atlas
- Read the docs — https://atlas.gurunetwork.ai/docs
- Join the community — https://t.me/SolanaAtlas
Next Steps¶
- Read the Getting Started Guide
- Check the Architecture Overview
- Explore the Components Guide
- Learn about the Launcher Wizard
Join the Competition¶
Build your own project on SOL Atlas and get featured here!
- Submit your project: https://github.com/evahteev/sol-atlas/issues
- Share your results: https://t.me/SolanaAtlas
- Get support: https://atlas.gurunetwork.ai/docs