Google Maps Leads | Main Assistant

AI-Powered Lead Generation Assistant This workflow functions as an advanced, conversational AI assistant designed to automate the process of lead generation. A user interacts with it via a chat interface, making requests in natural language to find and scrape business data from Google Maps and specific websites. The AI agent intelligently interprets these requests, uses a suite of specialized tools to gather the information, and presents it back to the user, effectively turning a complex manual task into a simple conversation. Technologies & Services - n8n: The core automation platform hosting and executing the workflow. - LangChain: The framework used to build the AI agent, connecting the language model with memory and tools. - OpenAI (GPT-4o-mini): The Large Language Model (LLM) that provides the intelligence for understanding, reasoning, and responding. - Apify (Implied): The scraping service used in the sub-workflows to extract data from Google Maps and websites. - SerpApi: Powers a fallback Google Search tool for data enrichment when primary methods are insufficient. - Google Sheets (Implied): Used as a database in the sub-workflows to store and check for previously scraped leads, preventing redundant work. Automated Processes This workflow automates the end-to-end B2B lead generation pipeline: - Automated Lead Discovery: Eliminates the need to manually search Google Maps. The user simply asks for a business type in a location (e.g., "find plumbers in Chicago, IL, us"), and the workflow handles the rest. - Deep Data Extraction: Goes beyond basic details by having a tool to crawl business websites found during the initial scrape, allowing it to find specific information like contact emails that aren't always on a Google Maps profile. - Intelligent Data Enrichment: If the initial scraping attempts yield incomplete data (e.g., a missing phone number), the system automatically uses a general web search as a fallback to try and find the missing pieces.