Day 2 Complete! ✅ · AI Automation Society

Day 2 Complete! ✅

Excited to share my Day 2 build for the #AISChallenge.

Today I used Claude Code with Firecrawl MCP to scrape coffee export shipment data and turn it into a structured dataset.

💡 One thing I learned

What surprised me most wasn't the scraping itself—it was how Claude automatically chose the right Firecrawl tool for the job. Instead of manually figuring out which approach to use, I could focus on what data I actually needed.

🚀 One use case idea

This immediately reminded me of how different things are today.

Around 2019, researching coffee export data could easily take me 1–2 days. I had to know the right Google keywords, visit multiple websites one by one, and manually copy everything into Excel.

Now I can collect and structure the same type of information in minutes.

For businesses, I can imagine using this for market research, competitor monitoring, supplier discovery, or building business intelligence dashboards that stay up to date automatically.

I'm still learning, but it's exciting to see how much AI is changing the way we work. Looking forward to Day 3! 🚀

#AISChallenge

7 comments

Day 2 Complete! ✅