AI / Finance
Marketscope
Financial news intelligence
- Year
- 2024
- Role
- Product & engineering
- Sector
- AI / Finance
- Stack
- FirecrawlAnthropicWeb scrapingLLM
Summary
An application that combines the power of LLMs and web scraping (Firecrawl) to analyze financial news.
The challenge
Financial news is overwhelming in volume and spread across sources; sentiment is hard to judge manually.
The solution
The user enters a company, crypto or stock. The LLM uses Google Search to determine the right URL, Firecrawl fetches the content, followed by sentiment analysis and summary.
- auto
- source selection via LLM
- real-time
- sentiment + summary
Let's get started
Ready to build?
From first idea to a product that ships and keeps growing. Tell us where you want to go, and we'll build the way there.
Q2 2026 · 1 spot available