Real estate intelligence tracker with Bright Data & OpenAI
Who this is for The Real Estate Intelligence Tracker is a powerful automated workflow designed for real estate analysts, investors, proptech startups, and market researchers who need to collect and analyze structured data from real estate listings across the web at scale. This workflow is tailored for: Real Estate Analysts - Tracking property prices, locations, and market trends Investment Firms - Sourcing high-opportunity listings for portfolio decisions PropTech Developers - Automating listing insights for SaaS platforms Market Researchers - Extracting insights from competitive housing data Growth Teams - Monitoring geographic property trends and pricing fluctuations What problem is this workflow solving? Collecting structured real estate listing data from property websites is difficult due to bot protections and unstructured HTML content. Manual data collection is slow and error-prone, and traditional scrapers often get blocked or miss context. This workflow solves: Automated bypass of anti-bot protection using Bright Data Web Unlocker Conversion of unstructured HTML content into clean text using a Markdown-to-text LLM pipeline Structured extraction of key listing data like price, location, property type, and features using OpenAI Aggregation and delivery of insights to Google Sheets, local storage, and webhook-based alerts What this workflow does Convert to Text: Transforms scraped HTML/markdown into clean text using a Basic LLM Chain Structured Data Extraction: Uses OpenAI GPT-4o with the Information Extractor node to parse property attributes (price, address, area, type, etc.) Aggregate & Merge: Combines data from multiple pages or listings into a cohesive structure Outbound Data Handling: Google Sheets – Appends the structured real estate data for further analysis Save to Disk – Persists structured JSON/text data locally Webhook Notification – Sends data alerts or summaries to any third-party platform Pre-conditions You need to have a Bright Data account and do the necessary setup as mentioned in the "Setup" section below. You need to have an OpenAI Account. Setup Sign up at Bright Data. Navigate to Proxies & Scraping and create a new Web Unlocker zone by selecting Web Unlocker API under Scraping Solutions. In n8n, configure the Header Auth account under Credentials (Generic Auth Type: Header Authentication). The Value field should be set with the Bearer XXXXXXXXXXXXXX. The XXXXXXXXXXXXXX should be replaced by the Web Unlocker Token. In n8n, Configure the Google Sheet Credentials with your own account. Follow this documentation - Set Google Sheet Credential In n8n, configure the OpenAi account credentials. Ensure the URL and Bright Data zone name are correctly set in the Set URL, Filename and Bright Data Zone node. Set the desired local path in the Write a file to disk node to save the responses. How to customize this workflow to your needs Target Multiple Sites or Locations Update the Bright Data URL node dynamically with a list of regional real estate websites Loop through different city/state filter URLs Customize Extracted Fields Modify the Information Extractor prompt to extract fields like: Property size, number of bedrooms/bathrooms Days on market Nearby amenities or schools Agent contact details Integrate with More Destinations Add nodes to export data to Notion, Airtable, HubSpot, or your custom database Generate automated reports using PDF generators and email them Data Quality and Logging Add validation checks (e.g., missing price or address) Save intermediate files (markdown, raw HTML, JSON output) to disk for audit purposes
By Ranjan Dailata🉑 Generate Anki flash cards for language learning with Google Translate and GPT
Context Hey! I'm Samir, a Supply Chain Data Scientist from Paris who spent six years in China studying and working while struggling to learn Mandarin. I know the challenges of mastering a complex language like Chinese and my greatest support was flash cards. Therefore, I designed this workflow to support fellow Mandarin learners by automating flashcard creation using n8n, so they can focus more on learning and less on manual data entry. 📬 For business inquiries, you can add me on Here Who is this template for? This workflow template is designed for language learners and educators who want to automate the creation of flashcards for Mandarin (or any other language) using Google Translate API, an AI agent for phonetic transcription and generating an illustrative sentence and a free image retrieval API. Why? If you use the open-source application Anki, this workflow will help you automatically generate personalized study materials. How? Let us imagine you want to learn how to say the word Contract in Mandarin. The workflow will automatically Translate the word in Simplified Mandarin (Mandarin: 合同). Provide the phonetic transcription (Pinyin: Hétóng) Generate an example sentence (Example: 我们签订了一份合同.) Download an illustrative picture (For example, a picture of a contract signature) All these fields are automatically recorded in a Google Sheet, making it easy to import into Anki and generate flashcards instantly What do I need to start? This workflow can be used with the free tier plans of the services used. It does not require any advanced programming skills. Prerequisite A Google Drive Account with a folder including a Google Sheet API Credentials: Google Drive API, Google Sheets API and Google Translate API activated with OAuth2 credentials A free API key of pexels.com A google sheet with the columns Next Follow the sticky notes to set up the parameters inside each node and get ready to pump your learning skills. I have detailed the steps in a short tutorial 👇 [](https://youtu.be/2mRZJATUTDw) 🎥 Check My Tutorial Notes This workflow can be used for any language. In the AI Agent prompt, you just need to replace the word pinyin with phonetic transcription. You can adapt the trigger to operate the workflow in the way you want. These operations can be performed by batch or triggered by Telegram, email, or webhook. If you want to learn more about how I used Anki flash cards to learn mandarin: 🈷️ Blog Article about Anki Flash Cards This workflow has been created with N8N 1.82.1 Submitted: March 17th, 2025
By Samir SaciWebsite lead capture with Apollo.io enrichment, HubSpot storage & Gmail notifications
What problem does this workflow solve? Capture leads from your website, enrich them via Apollo, store them in HubSpot, send a personalized thank-you email, and notify your team—all automatically. What does this workflow do? Capture leads from website forms automatically. Send a personalized thank-you email to each new lead. Enrich lead data using Apollo for deeper insights. Create or update a contact/lead in HubSpot CRM. Notify the internal team via email about the new lead. Setup Gmail Setup Create Gmail Credentials by creating a project in Google Cloud Console. Hubspot Setup Create Hubspot Credentials with App Token. How it Works: This workflow automates your lead capture, enrichment, and follow-up process to ensure no opportunity is missed. Here's how it works: Website Form Submission A visitor submits a lead form on your website. Lead details like name, email, company, and message are captured instantly. Personalized Thank-You Email A customized thank-you email is automatically sent to the lead, building trust and confirming receipt of their inquiry. Apollo Lead Enrichment The captured data is enriched using Apollo to fetch additional information like job title, LinkedIn profile, and other details. This helps you better understand and qualify your leads. Create Lead in HubSpot The enriched lead information is pushed into HubSpot as a new contact or lead. Duplicate checks ensure that there are no repeat entries. Internal Notification An email notification with enriched lead details is sent to your team. Your team can follow up immediately with a complete profile. Who can use it? This workflow can be used by any website owner with a "Get In Touch" or "Contact Us" button.
By InfyOm TechnologiesGmail smart auto-responder with GPT-4o and Google Drive context memory
Advanced Gmail AI Auto-Responder with Context Intelligence The next-generation email automation that knows your communication style, remembers conversations, and responds with human-like intelligence. 🚀 What Makes This Advanced? Unlike basic AI email responders, this workflow creates contextually intelligent responses by: 📄 Reading your communication profile from Google Drive 🧠 Remembering full conversation history with vector embeddings 🎯 Understanding context from previous emails in the thread 🤖 Using AI agents instead of simple prompt-response patterns 💾 Building memory of your communication style and preferences The Result: Responses that sound authentically like you, with perfect context awareness. ⏱️ Time & Impact Setup Time: 45 minutes Time Saved: 2-3 hours daily Skill Level: Intermediate-Advanced Monthly Cost: $20-30 (OpenAI API + storage) Intelligence Level: Human-like contextual awareness 🛠️ Prerequisites & Setup Required Accounts: n8n Cloud/Self-hosted (AI features required) Gmail Account with API access Google Drive with profile document OpenAI Account (GPT-4o recommended) Required Credentials in n8n: Gmail OAuth2 API Google Drive OAuth2 API OpenAI API (with sufficient credits)
By Usama RehmanAutomated Upwork job alerts with Airtable & Slack
Overview This automated workflow fetches Upwork job postings using Apify, removes duplicate job listings via Airtable, and sends new job opportunities to Slack. Key Features: Automated job retrieval from Upwork via Apify API Duplicate filtering using Airtable to store only unique jobs Slack notifications for new job postings Runs every 30 minutes during working hours (9 AM - 5 PM) This workflow requires an active Apify subscription to function, as it uses the Apify Upwork API to fetch job listings. Who is This For? This workflow is ideal for: Freelancers looking to track Upwork jobs in real time Recruiters automating job collection for analytics Developers who want to integrate Upwork job data into their applications What Problem Does This Solve? Manually checking Upwork for jobs is time-consuming and inefficient. This workflow: Automates job discovery based on your keywords Filters out duplicate listings, ensuring only new jobs are stored Notifies you on Slack when new jobs appear How the Workflow Works Schedule Trigger (Every 20 Minutes) Triggers the workflow at 20-minute intervals Ensures job searches are only executed during working hours (9 AM - 5 PM) Query Upwork for Jobs Uses Apify API to scrape Upwork job posts for specific keywords (e.g., "n8n", "Python") Find Existing Jobs in Airtable Searches Airtable to check if a job (based on title and link) already exists Filter Out Duplicate Jobs The Merge Node compares Upwork jobs with Airtable data The IF Node filters out jobs that are already stored in the database Save Only New Jobs in Airtable The Insert Node adds only new job listings to the Airtable collection Send a Slack Notification If a new job is found, a Slack message is sent with job details Setup Guide Required API Keys Upwork Scraper (Apify Token) – Get your token from Apify Airtable Credentials Slack API Token – Connect Slack to n8n and set the channel ID (default: general) Configuration Steps Modify search keywords in the 'Assign Parameters' node (startUrls) Adjust the Working Hours in the 'If Working Hours' node Set your Slack channel in the Slack node Ensure Airtable is connected properly - you'll need to create a table with 'title' and 'link' columns. Adjust the 'If Working Hours' node to match your timezone and hours, or remove it altogether to receive notifications and updates constantly. How to Customize the Workflow Change keywords: update the startUrls in the 'Assign Parameters' node to track different job categories Change 'If Working Hours': Modify conditions in the IF Node to filter times based on your needs Modify Slack Notifications: Adjust the Slack message format to include additional job details Why Use This Workflow? Automated job tracking without manual searches Prevents duplicate entries in Airtable Instant Slack notifications for new job opportunities Customizable – adapt the workflow to different job categories Next Steps Run the workflow and test with a small set of keywords Expand job categories for better coverage Enhance notifications by integrating Telegram, Email, or a dashboard This workflow ensures real-time job tracking, prevents duplicates, and keeps you updated effortlessly.
By ArturGenerate Interior Moodboards with Claude/Gemini Agents, Hugging Face Image Generation, and PDF Export
🎨 Template Overview This comprehensive n8n workflow automates the complete process of generating professional interior design moodboards from concept to client delivery. Users submit a design brief through a form, and the system automatically generates 12 AI-powered images, compiles them into a beautifully formatted two-page PDF moodboard, and emails the final deliverable. Key Features: Form-based design brief submission AI-powered image prompt generation (12 detailed prompts per project) Automated image generation via Hugging Face API Nextcloud cloud storage with public URL sharing Professional two-page HTML/PDF moodboard creation Automated email delivery with PDF attachment Technologies Used: Claude Sonnet 4 (OpenRouter), Google Gemini 2.5 Pro, Hugging Face FLUX.1-schnell, Nextcloud, Gotenberg PDF Service, Gmail --- ⚙️ Self-Hosted Requirements This template requires the following self-hosted or third-party services: Nextcloud Instance - For cloud file storage and public URL generation Gotenberg PDF Service - For HTML to PDF conversion (can be self-hosted via Docker) OpenRouter API Access - For Claude Sonnet 4 AI agent Google Gemini API Access - For secondary AI processing Hugging Face API Access - For FLUX.1-schnell image generation Gmail Account - For email delivery (or any SMTP service) --- 📋 Setup Instructions Step 1: Configure API Credentials OpenRouter (Claude Sonnet 4) Sign up at openrouter.ai Generate an API key Add credentials to the "OpenRouter Chat Model" node Google Gemini API Visit Google AI Studio Create an API key Add credentials to the "Google Gemini Chat Model1" node Hugging Face API Register at huggingface.co Generate an access token from Settings → Access Tokens Add credentials to the "Image Generator" node using HTTP Header Auth Header name: Authorization, Value: Bearer YOUR_TOKEN Nextcloud Set up a Nextcloud instance or use a hosted provider Generate an app password from Settings → Security Configure credentials in all Nextcloud nodes: "Create a folder" "Upload Image" "Share a file" Gotenberg PDF Service Self-host using Docker: docker run --rm -p 3000:3000 gotenberg/gotenberg:8 Or use a hosted instance Update the URL in the "PDF creator" node Configure HTTP Basic Auth credentials if required Gmail Enable 2-Factor Authentication on your Google account Generate an App Password from Google Account settings Add OAuth2 credentials to the "Send PDF" node Step 2: Customize Workflow Settings Email Extractor Node Review the stripPlus variable (default: true) This removes "+tag" portions from email addresses for folder naming Nextcloud Folder Structure Default path: /moodboard/{username}/ Modify in "Create a folder" node if needed Image Generator Settings Model: FLUX.1-schnell (fast generation, good quality) Adjust model in "Image Generator" node if needed Alternative models: FLUX.1-dev, Stable Diffusion XL PDF Generation Settings Default timeout: 360 seconds Page size: A4 (210mm × 297mm) Adjust in "PDF creator" node headers if needed Step 3: Test the Workflow Activate the Form Open the "Moodboard Form" node Copy the webhook URL Access the form in your browser Submit a Test Request Fill in the form fields: Title: Short, descriptive name (e.g., "Modern Minimalist Bedroom") Description: Detailed design brief with colors, materials, mood, lighting Email: Your test email address Submit and monitor workflow execution Verify Each Stage Check Nextcloud folder creation Monitor image generation progress (12 images) Review HTML moodboard generation Confirm PDF creation Check email delivery Step 4: Configure Form Embedding (Optional) Embed the form on your website: html <iframe src="YOURN8NFORMWEBHOOKURL" width="100%" height="800" frameborder="0"> </iframe> --- 🔄 Workflow Structure Form Input & Data Extraction Moodboard Form - Collects project title, description, and user email Email Extractor - Extracts username from email for folder organization Storage Setup Create a Folder - Creates personalized Nextcloud directory using email username AI Concept Generation Conceptualization Agent (Claude Sonnet 4) - Analyzes design brief and generates 12 detailed image prompts (300-500 words each) Images 1-11: Individual design elements (furniture, materials, details, styling) Image 12: Comprehensive 3D rendered view integrating all elements Image Processing Loop Concept Splitter - Separates 12 prompts into individual items Loop Over Items - Processes each prompt sequentially: Image Generator - Sends prompt to Hugging Face FLUX.1-schnell API Upload Image - Stores generated image in Nextcloud folder Share a File - Creates public shareable URL Set Image Title and URL - Formats data for aggregation URL Collection URL Aggregate - Combines all 12 public image URLs Clean URLs - Extracts and formats URLs into a structured list Moodboard Compilation Moodboard Generator Agent (Google Gemini 2.5 Pro) - Creates professional two-page HTML document: Page 1: Visual moodboard with all 12 images (Image 12 prominently featured 2-3x larger) Page 2: Administrative summary with design overview, color palette, materials, and project details PDF Generation & Delivery Binary Converter - Transforms HTML to base64-encoded binary format PDF Creator - Converts HTML to print-ready PDF via Gotenberg service Send PDF - Emails final moodboard PDF to user --- 🎯 Node Descriptions Moodboard Form Collects moodboard generation requests for any design topic. Users input a title, detailed description (colors, materials, patterns, textures, lighting), and email address for delivery. Email Extractor Extracts the username portion from email addresses, optionally stripping "+tags" for clean folder naming and user identification. Create a Folder Creates a dedicated Nextcloud folder using the extracted email username, organizing moodboard outputs by user. Conceptualization Agent AI agent that analyzes design briefs to generate 12 detailed image prompts (300-500 words each). Performs conceptual analysis of styles, colors, materials, and spatial requirements, outputting structured JSON. Concept Splitter Splits the 12 generated image prompts into individual items for parallel processing through the image generation pipeline. Loop Over Items Processes each prompt sequentially, generating images, uploading to Nextcloud, and creating public URLs. Image Generator Sends detailed prompts to Hugging Face FLUX.1-schnell API for AI-powered image generation, transforming written design concepts into high-quality visuals. Upload Image Uploads each generated moodboard image to the user's Nextcloud folder with appropriate naming conventions. Share a File Creates publicly shareable Nextcloud links for each uploaded image, enabling external viewing without authentication. Set Image Title and URL Formats image metadata (title and URL) for downstream aggregation. URL Aggregate Combines all 12 image URLs into a single consolidated output for moodboard compilation. Clean URLs Extracts and formats URLs from the aggregated data into a clean, structured list with count. Moodboard Generator Agent Transforms design concepts into professional two-page HTML moodboards. Analyzes project details and 12 image URLs, selecting appropriate visual styles. Creates artistic Page 1 with Image 12 as hero element, and comprehensive Page 2 with design documentation. Binary Converter Prepares HTML for PDF conversion by transforming it into binary format with proper encoding and filename ("index.html") for Gotenberg compatibility. PDF Creator Converts HTML moodboard into print-ready PDF with proper A4 dimensions, page breaks, and high-quality image resolution. Send PDF Emails the finalized PDF moodboard to the user's submitted email address with project details and PDF attachment. --- 🎨 Customization Options Design Styles The Moodboard Generator Agent automatically selects from 10 layout styles: Modern Sectional Grid Material Board Collage Editorial Magazine Clean Minimalist Split-Screen Dramatic Asymmetric Feature Centered Showcase Modular Block System Organic Flow Layered Depth Image Generation Models Replace FLUX.1-schnell with alternatives in the "Image Generator" node: black-forest-labs/FLUX.1-dev - Higher quality, slower stabilityai/stable-diffusion-xl-base-1.0 - Classic SD XL Email Templates Customize the email message in the "Send PDF" node to include: Brand messaging Next steps Support contact information Pricing information --- 🐛 Troubleshooting Images Not Generating Verify Hugging Face API token is valid Check API rate limits and quotas Increase timeout in "Image Generator" node (default: unlimited) PDF Generation Fails Ensure Gotenberg service is accessible Verify HTML output contains all 12 image URLs Check timeout settings (default: 360s) Review Gotenberg logs for specific errors Nextcloud Upload Errors Confirm folder creation succeeded Verify Nextcloud credentials and permissions Check available storage space Ensure WebDAV is enabled Email Not Received Verify Gmail OAuth2 credentials Check spam/junk folders Confirm email address is valid Review Gmail API quotas --- 📊 Performance Notes Average execution time: 5-8 minutes (depends on image generation) Image generation: ~20-30 seconds per image (12 images = 4-6 minutes) PDF generation: ~30-60 seconds Total data processed: ~15-25 MB per workflow execution --- 🔐 Security Considerations Store all API keys in n8n credentials (never hardcode) Use environment variables for sensitive configuration Implement rate limiting on the form webhook Consider adding CAPTCHA to prevent abuse Regularly rotate API keys and passwords Use HTTPS for all external communications --- 📝 License & Attribution This template is provided as-is for the n8n community. Feel free to modify and adapt to your needs. AI Models Used: Claude Sonnet 4 (Anthropic via OpenRouter) Google Gemini 2.5 Pro (Google) FLUX.1-schnell (Black Forest Labs via Hugging Face) --- 🤝 Support & Contributions For questions or improvements, please reach out through the n8n community forum or submit issues/PRs to enhance this template. Created by: Jameson Kanakulya Template Version: 1.0 Last Updated: November 2025
By Jameson Kanakulya