27 NERDS

Portfolio / bo3.gg — AI-Powered Esports Analytics & Real-Time Data Platform

bo3.gg — AI-Powered Esports Analytics& Real-Time Data Platform

Company
bo3.gg
Duration
4 years
Team
16 members
Product Domain
esport
Contact us

Quick project snapshot

We designed and developed a full-cycle esports ecosystem for bo3.gg, combining multi-game statistics, AI-driven analytics, live streaming integration, and a news/content platform into one unified product

monthly active users
0k
users/month
0.00M
growth over 18 months
2.55×
engagement rate
0%
page views
0M+
countries reached
0+

What needed fixing

The esports market lacked a unified, scalable platform that could:

[ PROBLEM ]

  1. Unified content and data experience

    Combine live statistics, AI predictions, news, and streaming in one system

  2. Cross-discipline platform support

    Support multiple esports disciplines simultaneously

  3. Scalable real-time infrastructure

    Deliver real-time match synchronization at scale

  4. Sustained global user engagement

    Maintain high engagement across global audiences

  5. Strong competitive differentiation

    Compete in a fragmented and highly competitive ecosystem

Existing solutions were siloed, forcing users to switch between multiple tools and platforms.

main image
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How we solved it

We built the platform as a modular, data-driven ecosystem focused on performance, scalability, and engagement.

[ Key principles ]
  • [ 01 ]

    Real-time data architecture

    live match synchronization across all supported titles

  • [ 02 ]

    AI-first analytics layer

    live match synchronization across all supported titles

  • [ 03 ]

    Cross-platform UX

    live match synchronization across all supported titles

  • [ 04 ]

    Modular infrastructure

    live match synchronization across all supported titles

  • [ 05 ]

    Globalization-first design

    live match synchronization across all supported titles

What we aimed for

[ GOAL ]

  • Unified esports ecosystem

    Unify esports data, content, and streaming

  • AI-powered analytics layer

    Introduce AI-driven predictive analytics for matches and players

  • Global scalability framework

    Scale globally with multilingual support

  • Engagement optimization system

    Increase user retention and session depth

  • Real-time synchronization engine

    Deliver real-time, synchronized match experiences

What we built

[ FEATURED CASES ]

AI ANALYTICS & PREDICTIONS

AI analytics and predictions for esports

Gradient Boosting + Neural Networks for match forecasting

Winner prediction and exact score modeling

Proprietary 10-point player rating system

RESULT

Deeper engagement and longer session duration

MULTI-GAME STATISTICS PLATFORM

Multi-game statistics platform overview

Supported titles

CS2
Valorant
LoL
Dota 2
R6 Siege
Mobile Legends

    GAME-SPECIFIC ADVANCED METRICS

    Game-specific advanced metrics dashboards
    • Interactive performance dashboards
    • Cross-game analytical framework
    RESULT

    Differentiated market positioning

    LIVE STREAMING INTEGRATION

    Live streaming integration with match data
    Twitch
    YouTube
    Kick
    • Real-time synchronization with match data
    • Unified viewing experience without platform switching
    RESULT

    Higher retention and live engagement

    News & Content System

    News & Content System
    • Automated news aggregation and delivery
    • Filtering by teams, players, tags, and categories
    • Content linked to live statistics and profiles
    RESULT

    Increased organic traffic and session depth

    GLOBAL MULTI-LANGUAGE SYSTEM

    Global multi-language system for esports content
    Supported countries flags
    • 16 languages supported simultaneously
    • Automatic language prioritization
    • Real-time translation for comments and community features
    RESULT

    Expansion to 210+ countries

    interactive Analytics Tools

    interactive Analytics Tools
    • 2D round maps and tactical visualizations
    • Heatmaps (positioning, damage, weapon efficiency)
    • Advanced in-game metrics (KDA, KOST, etc.)
    RESULT

    Unique analytical depth unavailable on competing platforms

    Results

    Business impact

    255k

    monthly active users

    2.55×

    growth in 18 months

    70%

    engagement rate

    8.5% CTR

    (vs 3.5% industry average)

    10M+

    monthly page views

    Strongest retention in SEA & LATAM markets

    [ Technical results ]

    • Real-time multi-game data synchronization at scale
    • AI prediction system integrated into live match flow
    • Multi-language infrastructure supporting 16 languages
    • High-performance dashboards and interactive analytics tools
    • Stable global delivery across 210+ countries

    Client's feedback

    [ TESTIMONIAL ]

    Bo3.gg

    27 NERDS helped us turn a complex idea into a fully functional product. From esports platform development to data systems and AI-driven features, everything was built as one scalable system. Their understanding of esports data and product logic made the process significantly faster and more effective.

    Oleh ZadorozhnyiOleh Zadorozhnyi on LinkedIn
    Product Owner, Bo3.gg
    Clutch

    Team and tools

    [ TEAM & TECH ]

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    Delivered by a cross-functional team of 27 senior engineers, designers, product architects, and esports data specialists working as a unified product and delivery group across backend, frontend, data, and AI systems.

    1. RUBY

    2. NODE.JS

    3. GO

    4. PYTHON

    5. VUE.JS

    6. Kubernetes

    7. Nginx

    8. MongoDB

    9. PostgreSQL

    10. ClickHouse

    11. Redis

    12. RabbitMQ

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    • Automated data collection from websites, APIs, documents, and databases
    • AI agents for content filtering, enrichment, and multi-format processing
    • Automated publishing across multiple channels and platforms
    • Centralized control dashboard with monitoring and manual override

    AI-Powered Market & Content Intelligence System

    NicheIQ - AI-Powered Market & Content Intelligence System

    Built an AI system that identifies high-potential niches and content opportunities — turning fragmented search and platform data into structured, actionable strategy insights.

    • Automated niche discovery based on search trends and competition signals
    • AI-powered keyword and content analysis across multiple data sources
    • Continuous processing to surface emerging opportunities in real time
    • Structured outputs for SEO, content strategy, and product direction

    Automated Game Prediction System

    goPredict - Automated Game Prediction System

    Built a real-time prediction system for streamers — generating interactive viewer challenges automatically from live game events, with zero interruption to gameplay.

    • Automated prediction generation triggered by real-time in-game events
    • Live data integration for instant resolution and outcome tracking
    • Voice activation and zero-click interaction keeping streamers in the game
    • Cross-platform architecture built for Twitch, YouTube Gaming, and Kick
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