AI Lead Generation Agent
Fully autonomous lead generation — from web scraping to personalized proposal delivery, zero human touch.
Overview
The agent was built to replace the manual lead generation workflow entirely. Given a target URL or domain list, it autonomously extracts prospect information, researches their business context, and generates a personalized outreach proposal using LLM.
The entire pipeline — scraping, enrichment, proposal generation, and email delivery — runs on a LangGraph multi-agent orchestration system. Each step is logged, deduplication is handled automatically, and results are tracked in a dashboard.
What Was Built
- →Autonomous web scraping with Playwright (JS-rendered sites)
- →Lead data enrichment pipeline (contact, role, company context)
- →LLM-powered personalized proposal generation per prospect
- →Automated SMTP email delivery with domain rotation
- →Lead deduplication engine with persistent state
- →LangGraph multi-agent orchestration (Supervisor + Worker nodes)
- →Reporting dashboard with delivery rates and open tracking
- →Scheduled + on-demand execution modes
The Challenge
Building a scraper that reliably handles JavaScript-rendered pages, paywalls, and anti-bot measures across a diverse set of target domains — without manual maintenance per domain.
The Solution
Playwright with randomized fingerprinting handles JS-heavy sites. A classifier agent runs first to categorize the site type and route to the appropriate extraction strategy — reducing per-domain engineering to near zero.
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