# Project export: Zeno

This document was generated by HackStack to give an AI agent context about a hackathon project. Sections are labeled with their provenance; content marked as truncated was cut to keep this document small.

## Project metadata

- Hackathon: TreeHacks 2025
- Tagline: Get tailored brand recommendation & automate affiliate marketing
- Devpost: https://devpost.com/software/zeno
- GitHub: not linked
- Demo: https://ai-talent-manager.vercel.app/
- Team: contributor stats unavailable

## Devpost submission (written by the team)

### Inspiration

Content creators often struggle with managing brand partnerships, optimizing engagement, and responding to audience interactions. Zeno automates these processes, helping creators focus on content while maximizing revenue and efficiency.

### How we built it

Each component of the platform plays a distinct role: Data Processing: Analyzes YouTube metadata, engagement rates, and audience demographics. AI Matching System: Recommends brands based on content relevance and performance metrics. Automation Engine: Uses NLP and AI-based responses to handle audience engagement.

### Challenges we ran into

Developing an accurate brand recommendation system. Implementing real-time engagement automation without appearing robotic. Integrating various API endpoints efficiently.

### Accomplishments we're proud of

Successfully automating brand collaborations for creators. Providing actionable insights that improve content performance. Enhancing engagement workflows with minimal manual effort.

### What's next

Expanding brand partnership recommendations using machine learning. Enhancing AI engagement by making responses more context-aware. Providing multi-platform support beyond YouTube (e.g., TikTok, Instagram).

## README (from the GitHub repository)

No README available.

## Detected evidence (automated analysis)

No repository was indexed for this project. Claimed technologies below could not be checked against code.
- Next.js (technology) — claimed on Devpost, not found in the code
- Python (language) — claimed on Devpost, not found in the code

## Codebase structure

No repository index available.

## Key source files

No repository index available; no source files included.