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LeadBot is a B2B lead automation platform I built that turns raw scraped LinkedIn data into scored, tiered leads with personalized outreach ready to send. It extracts company and profile links from raw page data, runs each lead through a scoring pipeline that checks hiring signals and applicant volume before spending on deeper enrichment, then classifies leads as Cold, Warm, or Hot with transparent reasoning behind every score. For qualified leads, it generates personalized connection notes and follow-up messages based on the specific role or signal that made them worth reaching out to, not generic templates. Built with LangGraph orchestration and Ollama for the scoring and message generation, with every lead persisted so nothing gets processed twice.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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