AI Real Estate Agent: End-to-End Operations Automation (Web, Data, Voice)

**This suite automates distinct aspects of real estate operations: incoming web lead qualification, scheduled/manual data research and content generation, and automated voice call outreach with lead qualification. It leverages AI (primarily OpenAI GPT-4 Mini via Langchain), data processing nodes, and integrations with external APIs and Google Workspace.** # Workflow 1: Incoming Web Lead Qualification & Scoring This workflow captures leads from a web source, validates their input, uses AI to classify intent and urgency, checks against a property database, scores the lead, and prepares a structured lead object. # Tools & Services Used: - AI Core & Processing: OpenAI (GPT-4 Mini via Langchain Agent and Chat Model nodes) - Data Processing: n8n Set, If, Code nodes - External API: HTTP Request node (for PropertyCheckAPI) # Workflow Overview: **Trigger:** - Incoming Web Lead Webhook (/incoming-lead): Captures new leads submitted via a web form. **Lead Data Ingestion & Validation:** - Set & Rename Incoming Lead Fields: Standardizes input field names from the webhook. - IF User Message Valid: Checks if the userMessage field is present and meets a minimum length. - Clean User Message Text (Code): Pre-processes the user's message (e.g., removes extra spaces). **AI-Powered Lead Analysis:** - AI Classify Lead Intent & Urgency (Langchain Agent): Analyzes the cleaned user message to determine the lead's primary intent (e.g., buying, selling, inquiry) and the urgency of their request. - Powered by: LLM for Lead Intent/Urgency Classification (OpenAI Chat Model - GPT-4 Mini). - Extract Intent & Urgency from AI Output (Set): Structures the AI's classification into distinct fields. **Data Standardization & Enrichment:** - Standardize All Lead Data Fields (Code): Further standardizes all collected data points for consistency. - Call Property Check API (HTTP Request): Sends lead/property details to an external API (https://api.example.com/property-check) to verify listing status or gather more information. **Lead Scoring & Finalization:** - IF Property is Known Listing: Checks the API response to see if a matchFound was true. - Calculate Web Lead Score (Code): If a known listing (or based on other criteria), this node assigns a numerical or categorical score to the lead. - Set Final Structured Web Lead Data (Set): Consolidates all original, processed, classified, and scored data into a final, comprehensive lead object. ## Workflow 2: Scheduled/Manual AI-Powered Data Research & Content Generation (Red Background) This workflow fetches data from external URLs, extracts information using AI, allows a sophisticated AI agent to perform research and generate analysis using various tools, and outputs results to Google Sheets, Google Docs, and potentially other AI processing steps. # Tools & Services Used: - Orchestration & Automation: n8n - AI Core & Processing: OpenAI (GPT-4 Mini via Langchain Information Extractor, Langchain Agent, and direct OpenAI nodes) - AI Tools: Langchain Calculator, Langchain SerpAPI - Data Storage & Output: Google Sheets, Google Docs - Data Input: HTTP Request node # Workflow Overview: **Triggers:** - Manual Trigger for Data Analysis Flow: Allows on-demand execution. - Scheduled Trigger for Data Analysis Flow: Automates execution on a defined schedule. **Data Ingestion & Initial Extraction:** - Fetch External Data for AI Analysis (HTTP Request): Retrieves content from a specified URL. - AI Extract Information from Fetched Data (Langchain Information Extractor): Uses an AI model to extract structured data from the fetched content. - Powered by: LLM for Data Information Extractor (OpenAI Chat Model - GPT-4 Mini). **Advanced AI Analysis & Tasking:** - AI Agent for Research & Content Generation (Langchain Agent): Processes the extracted information to perform in-depth research, analysis, or content creation. - Powered by: LLM for Research & Content AI Agent (OpenAI Chat Model - GPT-4 Mini). - Utilizes Tools: - Calculator Tool for AI Agent: For numerical calculations. - SerpAPI Web Search Tool for AI Agent: For performing real-time web searches to gather additional context or verify information. **Output & Dissemination:** - The AI Agent's output is routed to multiple destinations: - Update Google Doc with AI Agent Analysis (Google Docs): Inserts the generated analysis/content into a Google Document. - Split AI Agent Output Items (Split Out) -> Log AI Analysis Data to Google Sheets (Google Sheets): If the agent produces multiple data items, they are split and logged individually into a Google Sheet. - OpenAI: Generate Text from Agent (Output 1) & OpenAI: Generate Text from Agent (Output 2): These nodes likely take the agent's output for further specialized AI processing (e.g., summarization for different purposes, reformatting). ## Workflow 3: Automated Lead Outreach & Voice Call Qualification (Green Background) This workflow automates the initial contact with new leads via a voice call, uses AI to understand the lead's responses during the call, qualifies them, and logs the detailed interaction and

Platform

n8n

Category

Real Estate

Price

$24.99

Creator

Sam Yassine

• if
• set
• code
• webhook
• dateTime
• function
• splitOut
• googleDocs
• stickyNote
• httpRequest