ModeUp AI

ModeUp AI is an AI-powered trend discovery platform that detects emerging topics before they peak, using cross-platform signals from search, news, and video data.

What It Does

• Discovers rising topics globally (not keyword-only)
• Scores trends based on momentum, engagement, and platform diversity
• Sends real-time email alerts
• Interactive dashboard built with Streamlit

Data Sources

• Google Trends (SerpAPI)
• Google News (SerpAPI)
• Google Search (related queries + organic titles)
• YouTube (videos + Shorts via SerpAPI)
• Anthropic Claude (topic extraction + category validation)

Trend Scoring (0–100)

• Cross-platform presence
• Normalized engagement strength
• Growth velocity (last 6h vs 24h)
• Platform authority weighting

Tech Stack

• Frontend: Streamlit
• Backend: Python
• ML / Scoring: scikit-learn + feature-based modeling
• APIs: SerpAPI, Twitter/X, Anthropic Claude
• Database: SQLite
• Notifications: Resend Email
• Scheduler: Python background scheduler

Run Locally

pip install -r requirements.txt
streamlit run app.py