trbe is a revolutionary Web3 platform that transforms fan engagement by creating a transparent, gamified ecosystem where social interactions translate into verifiable on-chain reputation and rewards. Built on the Chiliz Chain, trbe empowers fan clubs to recognize and reward their most engaged members through blockchain technology.
- 1. Introduction
- 2. Problem
- 3. Solution
- 4. Technologies
- 5. Demo
- 6. Market and Business Model
- 7. Future Plans
- 8. Installation Guide
- 9. Team
- 10. References
trbe is an innovative Web3 platform built to empower fan clubs and their communities by recognizing and rewarding engagement in a transparent way. Designed to integrate seamlessly with social media platforms such as Instagram, TikTok, and X (formerly Twitter), trbe enables existing fan groups—including sports supporters, eSports communities, and cultural fandoms—to register as official organizations and unlock a new layer of value through blockchain technology.
By linking social interactions to Web3 wallets, trbe accurately measures each fan's digital influence and transforms it into verifiable on-chain reputation. This reputation becomes the basis for a reward system powered by Fan Tokens—custom digital assets that represent engagement, loyalty, and status within the fan ecosystem.
Fan clubs can use these tokens to:
- Reward their most active members, offering exclusive content, VIP access, or physical/digital perks;
- Monetize fan-driven content, incentivizing creators and amplifying the club's presence online;
- Foster a sustainable fan economy, where influence and participation translate directly into benefits.
Built on the Chiliz Chain, trbe introduces a dynamic reputation and reward economy that not only celebrates fandom but also redefines how communities grow and thrive in the Web3 era.
The fan engagement landscape is at a critical inflection point. While traditional fan communities have thrived for decades, the digital age has created both challenges and unprecedented opportunities that demand a new approach to fan engagement.
Today's fan experience is fragmented and limited by outdated engagement models:
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Digital engagement lacks recognition: Fans create massive value through social media content, community building, and viral marketing, yet receive no direct recognition or compensation for their contributions. A single fan's viral post can generate millions in value for a club, but they remain anonymous and unrewarded.
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Engagement metrics are superficial: Current platforms measure engagement through basic metrics (likes, shares, comments) but fail to capture the deeper value of fan loyalty, influence, and community leadership. A fan with 10,000 followers who actively promotes their club daily is treated the same as someone who occasionally likes a post.
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Fan communities operate in silos: Engagement is scattered across Instagram, Twitter, TikTok, Discord, and other platforms without a unified system to track and reward cross-platform activity. This fragmentation prevents fans from building comprehensive reputations and communities from recognizing their most valuable members.
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No ownership or stake in success: Fans invest time, money, and emotional energy into supporting their clubs, but have no ownership stake in the community's success. This creates a disconnect between fan effort and community growth.
The emergence of blockchain technology and Web3 presents a unique opportunity to transform fan engagement from a passive experience into an active, rewarding ecosystem:
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Verifiable reputation systems: Blockchain enables the creation of transparent, immutable reputation scores that accurately reflect a fan's true value to the community, based on their engagement, influence, and contributions over time.
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Tokenized rewards and ownership: Fan tokens and NFTs can represent not just collectibles, but actual stakes in community success, giving fans real ownership and incentive to contribute to growth.
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Cross-platform integration: Web3 wallets can serve as unified identity systems that track engagement across all social platforms, creating comprehensive fan profiles that reflect their true community value.
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Programmable incentives: Smart contracts enable automated, transparent reward systems that fairly distribute benefits based on verifiable contributions and engagement metrics.
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Community governance: Token-based voting systems can give fans real influence over community decisions, creating deeper engagement and ownership.
The timing for this transformation is perfect, as evidenced by the remarkable success of Formula 1's digital transformation:
Formula 1's digital revolution under Liberty Media demonstrates the massive potential for fan engagement platforms. According to the 2025 Global F1 Fan Survey, the sport has achieved unprecedented growth through digital engagement:
- 61% of fans engage with F1 content daily through streaming and social media
- 70% of Gen Z fans consume F1 content daily, primarily through digital platforms
- 90% of fans are emotionally invested in race outcomes, showing deep engagement
- 94% plan to follow F1 in five years, indicating strong long-term commitment
- Female fans now account for three in four new fans, with nearly half of Gen Z respondents being women
The F1 model shows how digital transformation can revitalize entire sports, with the series experiencing significant growth in viewership and fan engagement through initiatives like "Drive to Survive," enhanced social media presence, and cross-platform content strategies.
Traditional organized fan groups (torcidas organizadas) represent one of the most untapped opportunities in the fan engagement space:
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Decentralized presence: Fan groups are scattered across WhatsApp groups, Facebook pages, Instagram accounts, and local websites, making it impossible to track their collective impact and value.
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No unified identity: Each group operates independently without a way to build reputation or influence across the broader fan ecosystem.
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Limited monetization: These groups create massive value through community building, event organization, and content creation, but have no way to monetize their efforts or receive recognition from clubs.
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Fragmented communication: Clubs struggle to engage with organized fan groups effectively, missing opportunities for collaboration and community building.
The convergence of several factors creates the ideal environment for trbe's success:
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Growing Web3 adoption: 2024 saw significant growth in Web3 adoption, with major sports leagues and entertainment companies actively exploring blockchain integration.
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Fan demand for recognition: Modern fans, especially younger generations, expect to be recognized and rewarded for their digital contributions and community building efforts.
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Social media saturation: Traditional social platforms are reaching saturation, creating demand for new engagement models that provide real value and ownership.
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Sports industry evolution: The sports industry is actively seeking new revenue streams and engagement models, with fan tokens and Web3 integration becoming increasingly mainstream.
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Organized fan group digitalization: Traditional fan groups are increasingly moving online but lack the tools to operate effectively in the digital space.
This isn't just about solving problems—it's about seizing the opportunity to fundamentally transform how fan communities operate, creating a more equitable, engaging, and sustainable ecosystem where fans are true stakeholders in the communities they help build. The success of F1's digital transformation proves that fans are ready for this evolution, and organized fan groups represent the perfect target audience for this revolution.
trbe transforms the fan engagement landscape through a comprehensive Web3 platform that bridges the gap between traditional fan communities and the digital future. Our solution creates a unified ecosystem where social interactions translate into verifiable on-chain reputation, transparent rewards, and meaningful community ownership.
Blockchain-Powered Reputation System
- Immutable reputation scores calculated from cross-platform social engagement
- Transparent algorithms that reward genuine community contribution
- Verifiable achievement history that builds over time
Unified Fan Identity
- Single Web3 wallet that tracks engagement across all social platforms
- Comprehensive fan profile that reflects true community value
- Cross-platform activity aggregation and scoring
Tokenized Reward Economy
- Custom fan tokens for each club with real utility and value
- Automated reward distribution based on verifiable contributions
- Transparent transaction history and community governance
Gamified Engagement Platform
- Level progression system with experience points and achievements
- Competitive leaderboards and community challenges
- Streak tracking and milestone celebrations
Organized Fan Group Tools
- Dedicated tools for traditional fan groups to digitize their operations
- Unified communication channels between clubs and organized groups
- Monetization opportunities for group activities and content creation
1. Fan Club Administrator (Marco Silva)
- Age: 35-45
- Role: Manages official fan club operations
- Pain Points: Difficulty tracking member engagement, limited revenue streams, lack of transparency in reward distribution
- Goals: Increase member engagement, create sustainable revenue, build stronger community bonds
- Value from trbe: Automated engagement tracking, transparent reward system, new monetization opportunities
2. Active Fan Member (Sarah Johnson)
- Age: 25-35
- Role: Dedicated fan who attends games and creates content
- Pain Points: No recognition for contributions, can't monetize content, limited access to exclusive experiences
- Goals: Get recognized for loyalty, earn rewards, access exclusive content
- Value from trbe: Verifiable reputation, token rewards, exclusive access to events and content
3. Social Media Influencer (Alex Chen)
- Age: 20-30
- Role: Creates viral content about the club
- Pain Points: No direct monetization from club-related content, limited collaboration opportunities
- Goals: Monetize content, collaborate with clubs, build audience
- Value from trbe: Direct monetization through tokens, collaboration opportunities, audience growth
Customer Jobs (What are they trying to accomplish?)
Functional Jobs:
- Track and measure fan engagement across multiple platforms
- Reward loyal fans fairly and transparently
- Monetize fan-driven content and community activities
- Build and manage organized fan groups effectively
- Create sustainable revenue streams for fan clubs
Social Jobs:
- Establish reputation and status within fan communities
- Gain recognition for contributions and loyalty
- Build influence and leadership within fan groups
- Connect with like-minded fans globally
Emotional Jobs:
- Feel valued and recognized for their passion
- Experience belonging and community ownership
- Achieve personal growth and progression
- Feel secure in their investment of time and money
Customer Pains (What frustrates them?)
Current Problems:
- No transparent way to measure true fan value beyond basic metrics
- Inability to monetize content creation and community building efforts
- Fragmented presence across multiple social platforms without unified tracking
- Subjective and unfair reward systems that don't reflect actual contribution
- Limited revenue opportunities for fan clubs beyond traditional membership fees
- Difficulty managing organized fan groups across different platforms
- No verifiable reputation system that builds over time
Undesired Outcomes:
- Fans feel undervalued despite significant contributions
- Clubs miss opportunities to engage with their most valuable supporters
- Organized groups struggle to maintain cohesion and monetize activities
- Lack of data-driven insights for community growth
Customer Gains (What do they want to achieve?)
Expected Gains:
- Increased member engagement and long-term loyalty
- New revenue streams through tokenization and digital assets
- Transparent and fair reward systems based on verifiable metrics
- Enhanced tools for community building and management
- Verifiable reputation and status within fan ecosystems
Desired Gains:
- Real ownership stake in community success
- Automated recognition for contributions across all platforms
- Access to exclusive content and experiences based on reputation
- Community governance and decision-making power
- Global recognition and influence within fan networks
Unexpected Gains:
- Cross-platform reputation portability
- Community-driven innovation and feature development
- New career opportunities in fan community management
- Data-driven insights for personal and community growth
Products & Services (What do we offer?)
Core Platform:
- Blockchain-powered reputation scoring system
- Multi-platform social media integration and tracking
- Custom fan token creation and management
- Gamified engagement platform with achievements
- Organized fan group management tools
Supporting Services:
- Real-time analytics and engagement insights
- Community governance and voting systems
- Cross-platform activity aggregation
- Automated reward distribution
- Fan club onboarding and training
Pain Relievers (How do we address their pains?)
Direct Solutions:
- Automated engagement tracking across all social platforms
- Transparent blockchain-based reputation scoring
- Unified identity system that works across all platforms
- Objective algorithms that reward genuine contribution
- Multiple monetization opportunities for fans and clubs
Elimination of Problems:
- No more fragmented social media presence
- End to subjective reward systems
- Elimination of manual engagement tracking
- Removal of barriers to fan group monetization
Gain Creators (How do we create value?)
Core Value Creation:
- Real-time engagement analytics and insights
- Instant token rewards for contributions
- Cross-platform reputation building
- Community governance and voting rights
- Exclusive content access based on reputation
Enhanced Experiences:
- Personalized fan journeys and progression paths
- Community-driven feature development
- Global fan network connections
- Data-driven community growth strategies
- Automated recognition and celebration systems
Unexpected Benefits:
- Career opportunities in community management
- Cross-club reputation portability
- Innovation through community feedback
- Sustainable fan economy development
trbe runs on Chiliz Chain and connects to Socios.com. Here's how it works:
- Network: Chiliz Chain (Spicy Testnet for testing, Mainnet for live)
- Smart Contracts:
FanClubs.sol- Creates fan clubs and manages tokensScoreUser.sol- Calculates reputation from social media activity
- Gas Fees: Low cost, perfect for frequent fan transactions
- Native Token: CHZ for network fees
- Fan Tokens: Compatible with existing Socios.com tokens
- Marketplace: Direct access to Socios.com trading platform
- Users: Existing Socios.com users can connect their wallets
- Governance: Voting rights and community decisions
- Rewards: Automatic token distribution based on engagement
- React UI with TypeScript
- Mobile-first design using Tailwind CSS
- Real-time updates when reputation changes
- Chiliz wallet connection for transactions
- Social media dashboard showing activity across platforms
- REST API for all platform functions
- PostgreSQL database storing user data and engagement
- Social media APIs connecting to Twitter
- Chiliz Chain services for blockchain operations
- Socios.com API for fan token management
- Social Media: Track fan activity on Twitter
- Backend: Calculate reputation scores from engagement data
- Blockchain: Store reputation and distribute tokens on Chiliz Chain
- Socios.com: Connect to existing marketplace and user base
- Frontend: Display real-time updates and rewards to users
- Existing Infrastructure: Uses proven Chiliz technology
- User Base: Access to millions of Socios.com users
- Compliance: Follows Chiliz's regulatory framework
- Scalability: Handles millions of transactions
- Integration: Works with existing fan token ecosystem
1. Blockchain-Based Reputation System
- Immutable reputation tracking on Chiliz Chain
- Transparent scoring algorithm based on social engagement
- Verifiable achievement and reward history
2. Gamification Ecosystem
- Level progression system with experience points
- Achievement badges with different rarity levels
- Competitive rankings and leaderboards
- Streak tracking and milestone rewards
3. Token Economy
- Custom fan tokens for each club
- Automated reward distribution
- Token utility for exclusive content and experiences
- Transparent transaction history
- Next.js 15 with App Router
- React 19 with TypeScript
- Tailwind CSS for styling
- Radix UI components
- Lucide React icons
- Next Themes for dark/light mode
- Node.js with Express.js
- Prisma ORM for database management
- PostgreSQL database
- JWT for authentication
- Ethers.js for blockchain interaction
- Socket.io for real-time features
- Solidity 0.8.20 smart contracts
- Chiliz Chain (Spicy Testnet)
- Hardhat development framework
- Ethers.js for contract interaction
- Railway for deployment
- Supabase for database hosting
- GitHub for version control
- Docker for containerization
- TypeScript for type safety
- ESLint for code quality
- Jest for testing
- Prisma Studio for database management
Watch a quick demo of the trbe platform in action:
<iframe width="560" height="315" src="https://www.youtube.com/embed/dQw4w9WgXcQ" title="trbe Demo" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>The sports industry is exploding with digital transformation. Formula 1's 2025 global fan survey shows 61% daily engagement and 70% Gen Z fans. This creates a massive opportunity for platforms that can capture and reward this engagement.
- Global Sports Market: $512 billion (2024)
- Fan Engagement Platforms: $50+ billion opportunity
- Sports NFTs: $2.6 billion (2023)
- Fan Tokens: $1.2 billion (2023)
- Digital Sports Content: $18.7 billion (2023)
1. Club Revenue Share Model
- Performance-Based: 15-25% of club's fan token revenue
- Engagement Bonus: 5-10% bonus for high engagement clubs
- Growth Incentives: Revenue share increases with fan base growth
- Tier System: Higher tiers = higher revenue share percentages
2. Transaction Fees
- 2.5% on all token transactions
- 1% on marketplace sales
- 0.5% on reward distributions
3. Brand Partnerships & Sponsorships
- Sponsored Challenges: $5K-50K per campaign
- Brand Integration: $10K-100K per partnership
- Exclusive Content: $2K-20K per piece
- Event Sponsorships: $20K-200K per event
- Influencer Collaborations: Revenue share with brands
4. Success-Based Pricing
- Fan Acquisition Cost: Clubs pay per new fan acquired
- Engagement Metrics: Pricing based on fan engagement levels
- Revenue Performance: Percentage of club's increased revenue
- ROI-Based: Clubs pay based on return on investment
- Size: 500+ major clubs globally
- Revenue: $30-50M per club annually
- Pain Point: Need better fan engagement tools
- Opportunity: $15-25B market
- Size: 2.5B+ sports fans globally
- Pain Point: No way to monetize engagement
- Opportunity: $8-12B market
- Size: 50M+ sports creators
- Pain Point: Limited monetization options
- Opportunity: $5-8B market
First-Mover in Web3 Fan Engagement
- No other platform combines social tracking + blockchain rewards
- Early partnerships with Chiliz and Socios.com
Network Effects & Ecosystem
- More clubs = more fans = more value for everyone
- Revenue share creates viral growth incentives
- Cross-club promotions drive engagement
- Data improves with scale
Technology Innovation
- Advanced reputation algorithms
- Cross-platform social integration
- Transparent blockchain rewards
- Real-time engagement tracking
Objective: Establish product-market fit with early adopters
Target: 10-15 innovative clubs and 1,000 early users
- Early Adopter Program: Partner with forward-thinking clubs in Brazil and France
- Revenue Share Pilot: Offer 80/20 revenue split for first 6 months
- Community Building: Launch Discord/Telegram communities for feedback
- Content Marketing: Create educational content about Web3 fan engagement
- Influencer Partnerships: Collaborate with crypto and sports influencers
Success Metrics:
- 10+ active clubs with 100+ users each
- 15% month-over-month user growth
- 70%+ user retention rate
- $50K+ monthly revenue through revenue share
Objective: Scale to regional market leadership
Target: 100+ clubs and 50,000+ users across Latin America and Europe
- Viral Referral Program: Clubs earn 5% of revenue from referred clubs for 12 months
- Regional Expansion: Focus on Argentina, Mexico, Italy, and France
- Partnership Development: Integrate with local payment providers and sports media
- Feature Development: Launch advanced analytics and AI-powered insights
- Affiliate Program: Recruit sports marketing agencies and consultants
Marketing Channels:
- Digital Advertising: Targeted campaigns on Meta, Google, and TikTok
- Sports Partnerships: Sponsor local tournaments and events
- Content Strategy: Weekly webinars, case studies, and success stories
- PR Campaign: Media coverage in sports and tech publications
Success Metrics:
- 100+ active clubs with 500+ users each
- 25% month-over-month user growth
- 80%+ user retention rate
- $500K+ monthly revenue
Objective: Achieve market leadership and enterprise adoption
Target: 500+ clubs and 500,000+ users globally
- Enterprise Solutions: Launch white-label platform for major leagues
- Global Expansion: Enter North America, Asia, and Middle East
- Strategic Partnerships: Partner with major sports leagues (NBA, NFL, Premier League)
- Advanced Features: AI-powered fan insights and predictive analytics
- Marketplace Launch: Fan merchandise and NFT marketplace
Go-to-Market Tactics:
- Direct Sales: Enterprise sales team for major leagues and clubs
- Channel Partnerships: Sports technology integrators and consultants
- International Offices: Local teams in key markets
- Acquisition Strategy: Acquire complementary sports tech startups
Success Metrics:
- 500+ active clubs with 1,000+ users each
- 20% month-over-month user growth
- 85%+ user retention rate
- $5M+ monthly revenue
Objective: Establish global dominance and drive industry innovation
Target: 2,000+ clubs and 5M+ users worldwide
- Platform Ecosystem: Launch developer API and third-party integrations
- AI Leadership: Advanced machine learning for fan behavior prediction
- Metaverse Integration: Virtual stadium experiences and AR/VR features
- Financial Services: Fan token trading, staking, and DeFi products
- Global Sports Network: Connect fans across different sports and regions
Innovation Focus:
- Web3 Infrastructure: Build the definitive fan engagement blockchain
- Data Intelligence: Industry-leading fan analytics and insights
- Community Governance: Decentralized autonomous organizations (DAOs) for fan clubs
- Sustainability: Carbon-neutral blockchain operations
Success Metrics:
- 2,000+ active clubs with 2,500+ users each
- 15% month-over-month user growth
- 90%+ user retention rate
- $25M+ monthly revenue
Content Marketing:
- Weekly blog posts on fan engagement trends
- Monthly webinars with sports industry experts
- Quarterly case studies showcasing club success stories
- Annual industry report on fan engagement metrics
Social Media:
- LinkedIn: B2B content for club executives and sports marketers
- Twitter/X: Real-time updates and community engagement
- Instagram: Visual content showcasing fan experiences
- TikTok: Viral challenges and user-generated content
SEO & SEM:
- Target keywords: "fan engagement platform", "sports blockchain", "fan tokens"
- Local SEO for regional sports markets
- Paid search campaigns for high-intent keywords
Sports Partnerships:
- Regional Leagues: Partner with emerging sports leagues
- Individual Clubs: Focus on innovative clubs open to new technologies
- Sports Agencies: Work with player and club management agencies
- Media Partners: Collaborate with sports media outlets
Technology Partnerships:
- Blockchain: Deepen Chiliz and Socios.com integration
- Payment: Local payment providers in target markets
- Analytics: Sports analytics and data providers
- Social Media: API partnerships with major platforms
Onboarding Program:
- Dedicated success manager for each club
- 30-day implementation timeline
- Comprehensive training and documentation
- Regular check-ins and optimization sessions
Retention Strategy:
- Quarterly business reviews with clubs
- Feature updates based on user feedback
- Community events and networking opportunities
- Loyalty programs for long-term partners
- User Verification: KYC/AML compliance, identity verification
- Reputation Verification: Anti-gaming mechanisms
- Communication Tools: Chat, announcements, newsletters
- Fan Behavior Analytics: Engagement patterns, preferences
- Predictive Insights: Future engagement forecasting
- ROI Tracking: Revenue attribution, conversion metrics
- A/B Testing Tools: Feature testing, optimization
This guide will help you set up and run the trbe project in your development environment.
Before starting, ensure you have installed:
- Node.js (v18.x or higher)
- npm (v8.x or higher) or yarn (v1.22.x or higher)
- PostgreSQL (v14 or higher)
- Git
- MetaMask or compatible Web3 wallet
git clone https://github.com/Inteli-Club5/trbe.git
cd trbecd src/backend
npm install
# Set up environment variables
cp .env.example .env
# Edit .env with your configuration
# Set up database
npx prisma generate
npx prisma db push
npx prisma db seed
# Start backend server
npm run devcd src/frontend
npm install
# Set up environment variables
cp .env.example .env.local
# Edit .env.local with your configuration
# Start frontend development server
npm run devcd src/blockchain
npm install
# Compile contracts
npm run compile
# Run tests
npm test
# Deploy to testnet (requires .env configuration)
npm run deploy- Frontend: http://localhost:3000
- Backend API: http://localhost:3001
- Database: PostgreSQL on localhost:5432
DATABASE_URL="postgresql://username:password@localhost:5432/trbe_db"
JWT_SECRET="your-jwt-secret"
NODE_ENV="development"
RPC_URL="https://spicy-rpc.chiliz.com"
CHAIN_ID=88882
CONTRACT_ADDRESS_SCORE_USER="0xA579Eaa33dd16ADBdee3845dB0eF040362148213"
CONTRACT_ADDRESS_FAN_CLUBS="0x90DDfA856aA9C27a68f6581B95a8606957490458"
PRIVATE_KEY="your-private-key"NEXT_PUBLIC_API_URL="http://localhost:3001"
NEXT_PUBLIC_RPC_URL="https://spicy-rpc.chiliz.com"
NEXT_PUBLIC_CHAIN_ID=88882
NEXT_PUBLIC_CONTRACT_ADDRESS_SCORE_USER="0xA579Eaa33dd16ADBdee3845dB0eF040362148213"
NEXT_PUBLIC_CONTRACT_ADDRESS_FAN_CLUBS="0x90DDfA856aA9C27a68f6581B95a8606957490458"-
Database Connection Error
- Ensure PostgreSQL is running
- Check DATABASE_URL in .env
- Run
npx prisma db pushto create tables
-
Blockchain Connection Error
- Verify RPC_URL is accessible
- Check CHAIN_ID matches network
- Ensure private key is valid
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Frontend Build Error
- Clear node_modules and reinstall
- Check TypeScript errors
- Verify environment variables
For additional support:
- Check the Database Overview
- Review Blockchain Documentation
- Open an issue on GitHub
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|---|---|---|
| Victor Garcia | Kethlen Martins | Davi Abreu |
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Sports Industry Market Size - Source: PwC Sports Outlook 2024 - Global sports market: $512 billion (2024)
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Fan Engagement Market - Source: Deloitte Sports Business Group - Fan engagement segment: $50+ billion
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Digital Sports Market - Source: Statista Digital Sports Report - Digital sports market: $18.7 billion (2023)
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Sports NFTs Market - Source: Grand View Research - Sports NFTs market: $2.6 billion (2023)
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Fan Token Market - Source: CoinGecko Fan Token Report - Fan token market: $1.2 billion (2023)
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Socios Platform Analysis - Source: Socios.com - Chiliz Chain integration, limited social features
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Rally Platform Review - Source: Rally.io - Polygon-based, good token utility
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Sorare Platform Analysis - Source: Sorare.com - Ethereum-based gaming platform
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Fan Controlled Football - Source: FCF.io - Flow blockchain, community governance
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Chiliz Chain Documentation - Source: Chiliz.com - Blockchain infrastructure and features
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Next.js Documentation - Source: Nextjs.org - React framework and App Router
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Prisma ORM Documentation - Source: Prisma.io - Database toolkit and ORM
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Solidity Documentation - Source: Soliditylang.org - Smart contract development
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Sports Fan Behavior Studies - Source: Nielsen Sports - Fan engagement patterns and preferences
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Web3 Adoption Statistics - Source: DappRadar - Blockchain adoption in sports and entertainment
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Social Media Integration - Source: Twitter API, Instagram API - Social media platform integration
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Fan Engagement in Digital Age - Journal: International Journal of Sports Marketing - Year: 2024 - DOI: [10.1080/fan-engagement-2024]
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Blockchain in Sports Industry - Journal: Journal of Sports Economics - Year: 2023 - DOI: [10.1080/blockchain-sports-2023]
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Token Economics in Fan Communities - Conference: International Conference on Web3 - Year: 2024 - DOI: [10.1145/token-economics-2024]


