Lead Generation

Built an intelligent n8n automation workflow that transforms cold outreach by combining Google Custom Search, OpenAI GPT-4.1-mini, and strategic prompt engineering to generate hyper-personalized emails at scale. The system pulls contacts from Google Sheets, researches each prospect in real-time using Google’s Custom Search API, then feeds those insights to an AI agent trained on the “Acknowledge-Compliment-Ask” framework to craft compelling email components: a personalized first line based on recent achievements, a relevant pain point, a tailored solution pitch for AI automation services (chatbots, phone agents, email agents), a low-friction CTA, and a 3-word curiosity-driven subject line. With built-in rate limiting (15-second delays), structured output parsing for consistent data formatting, and automatic Google Sheets updates for easy review, this workflow reduces prospect research time from 10+ minutes to 15 seconds while maintaining human-quality personalization that actually resonates with decision-makers in the real estate industry.