AI Company Research Assistant
AI-powered deep research on companies using web search, site crawling, PDF generation, and Discord integration.
An AI-powered Company Research Assistant that combines web search, website crawling, AI synthesis, PDF report generation, and Discord integration to deliver deep company intelligence from a single query.
Problem Statement
Manual company research is slow, fragmented across sources, and difficult to share. Teams need structured, AI-synthesized research reports fast.
System Solution
A single-query research pipeline that searches the web, crawls relevant pages, synthesizes findings with an LLM, generates a structured PDF, and delivers it to Discord.
Architecture & Data Flow
Next.js web interface with query input and real-time research progress.
Web search via Serper.dev API with intelligent source selection.
Website crawling and content extraction for deep-dive research.
LLM synthesis (OpenRouter) to structure findings into actionable intelligence.
Automated PDF generation and Discord webhook delivery.
Key Technical Features
- 01.Single-query company research with multi-source web aggregation.
- 02.AI-synthesized structured reports with key findings.
- 03.Automated PDF generation for offline sharing.
- 04.Discord integration for team-wide report delivery.
Engineering Challenges
- 01.Handling diverse website structures during crawling without breaking the pipeline.
- 02.Keeping synthesis quality consistent across wildly different source content.
- 03.Generating professional PDF formatting from dynamic AI output.