n8n AI for Google Maps: Real Data Lead Research Workflow

Transform Google Maps into Your Personal Lead Research Assistant with AI-Powered Natural Language Queries

Get real Google Maps data—not hallucinated addresses or fake reviews—by simply asking questions in plain English. This n8n AI workflow combines Google Gemini with an intelligent agentic tool that plans, searches, refines, and summarizes Google Maps data for outbound prep, competitive analysis, site selection, and account research.

What This Workflow Does

The workflow creates a conversational AI agent that accesses live Google Maps data through natural language interactions. Ask questions like "Physiotherapists near Anna Nagar with 4★+ and website listed" or "Who competes with this clinic name in this ZIP?" and receive accurate, tool-grounded responses. The AI agent can perform up to 20 iterations, allowing it to search, analyze results, refine queries, and search again before delivering comprehensive answers.

Session memory ensures coherent conversations across multiple queries, enabling natural follow-ups like "narrow to 2 km," "only open Saturday," or "filter reviews for wait time." The agent must use the Google Maps Agentic tool for all data retrieval, ensuring factual accuracy for listings, ratings, review keywords, regional data, and optional email hints where supported.

Use Cases

• Lead Generation: Find qualified prospects with specific criteria (ratings, locations, business hours)
• Competitive Intelligence: Identify competitors in target markets and analyze their positioning
• Site Selection: Research optimal locations based on competition density and market gaps
• Account Research: Gather detailed business intelligence before outreach campaigns
• Market Analysis: Understand local business landscapes and customer sentiment through reviews

Technical Details

Built with professional n8n nodes including LangChain Agent, Chat Trigger, Google Gemini LLM, Memory Buffer Window, and the community Google Maps Agentic tool. The workflow uses secure n8n credentials (no exposed API keys) and requires Google Gemini and Google Maps API credentials. Simply import the agentic_maps_search.json file, install the community Maps node, configure credentials, and start chatting.

Perfect for n8n users, automation engineers, and SaaS operators seeking intelligent, conversational access to real-world business data.