Created an AI-powered lead generation and outreach tool for finding and converting local business leads.
The system scrapes Google Maps, analyzes business websites with Gemini AI, and generates personalized pitch emails automatically.
I built the complete pipeline from scraping to AI analysis and outreach.
How the list is built — the pipeline I run for my own B2B sales: official registries → website check → decision-maker → mail-server check. Nothing is guessed, every row has a source.
Cold-email outreach automation on Python + n8n: verified list in, personalised first email, safe sending limits, reply sorting with a draft answer, owner approves every reply with one button in Telegram.