AI Agents Hackathon: Building for Social and Marketing Use Cases
Overview
Join us for a groundbreaking hackathon dedicated to creating AI agents for social media and creators use cases.
Hackathon Focus: build agents that streamline the creators and social media team workflows and social content publishing, analysis and generation with focus on primarily text modality and images as a secondary modality.
• Develop AI agents that can analyze competitors content
• Identify trends and social search opportunities
• Generate content and provide insights on accounts performance
Who Should Join?
Engineers, AI researchers, designers, and creative technologists passionate about pushing the boundaries of AI-driven content creation. Whether you're a solo innovator or part of a team, this is your chance to redefine brand storytelling through cutting-edge AI.
Sponsors:
NoGood – A leading NYC-based growth marketing agency that is behind many category-leading brands including the likes of TikTok, Chime, Oura, Spring Health, and more.
Goodie AI – The pioneering AI Search & Answer Engine Optimization (AEO) platform designed to maximize brand visibility, discovery and growth across LLMs and AI search platforms, including ChatGPT, Perplexity, Gemini, and DeepSeek.
Prizes
- Best overall $500
- Second best $150
Examples of Agents Ideas to Tackle:
LinkedIn Content Generator for Executives
Develops quality, industry-specific LinkedIn posts for executives based on:
Their unique voice, audience interests, and past engagement patterns
Trending topics within their industry and specific target accounts and hashtags
The company’s broader compliance guidelines and business goals
Ensures consistency in tone, brand alignment, and performance optimization
AI Social Media Strategy Analyst
Continuously scans and monitors competitors' posts across TikTok, Instagram, LinkedIn, and YouTube.
Identifies patterns in high-performing content (topics, formats, engagement triggers)
Outputs real-time, actionable recommendations to optimize content strategy for virality
AI Community & Engagement Booster
Automates and personalizes replies to audience comments on LinkedIn, Twitter, YouTube, and Instagram
Ensures responses are on-brand, aligned with brand tone and personality, and contextually relevant
Can escalate high-priority interactions to human strategists when needed
AI Trend Strategy Generator
Analyzes trending hashtags, social search queries, and emerging conversations across platforms
Predicts performance trends based on historical data and audience behavior
Auto-generates a customized trend strategy for brands and creators, with recommended content formats and execution tactics
Daily Social & Trend Report Generator
Automatically aggregates industry trends, competitor insights, and social listening data into an actionable daily report
Aligns report with the brand’s target audience, content focus areas, and engagement objectives
Suggests data-driven content opportunities and recommended actions for the social team
Multi-Platform AI Content Adapter
Transforms a single piece of content (e.g., blog post, video script, or LinkedIn post) into optimized formats for different platforms
Ensures brand consistency while adapting for platform-specific best practices (e.g., shorter text for X, visual storytelling for Instagram, SEO-optimized captions for YouTube)
Auto-generates variations of posts based on engagement insights and audience behavior
Judging
A rubric will be shared during opening talks and posted in Fractal Discord #hackathons channel at kickoff.
Team Formation
Come with a project or a friend. Need a team? We’ll handle assignments after the opening talks.
Support team
The hackathon organizing team will be available to answer any questions throughout the day.
Schedule
• 8:30am - Doors Open (coffee, mingle)
• 9:30am - Hackathon Starts (talks)
• 10:00am - Team Assignments, Coding Begins
• 1:00pm - Lunch
• 6:00pm - Submissions
• 6:30pm - Pitches
• 7:00pm - Judging & Prizes