Inspiration

  • Impulse spending happens in the moment
  • We wanted real-time financial accountability
  • Humor + AI as behavioral intervention

What it does

  • Chrome extension that scans shopping carts
  • Calculates total spend vs. user budget
  • Displays live budget usage bar
  • Generates AI-powered, contextual financial roasts via the Gemini API
  • Supports Amazon, BestBuy, eBay, and Nike

How we built it

  • Chrome Extension (content + popup scripts)
  • DOM scraping for cart items and prices
  • Node.js backend
  • Gemini API for insult generation

Challenges we ran into

  • Multi-site scraping function for websites with different formats
  • Git merge conflicts
  • Connecting our data to the API to generate insults

Accomplishments that we're proud of

  • Real-time budgeting feedback
  • Secure API key handling
  • Multi-site compatibility
  • Humor intensity changes

What we learned

  • Real-time feedback changes behavior
  • Prompt design impacts AI personality

What's next for Financial Freedom Consultant (FFC)

  • Deploy backend (remove localhost dependency)
  • Publish to Chrome Web Store
  • Scrape more popular websites

Built With

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