{ "workflow": { "id": 6310, "name": "Auto-send Zillow real estate listings to Telegram using ScrapeGraphAI", "views": 1362, "recentViews": 0, "totalViews": 1362, "createdAt": "2025-07-23T08:20:55.596Z", "description": "\n## How it works\n\nThis workflow automatically scrapes real estate listings from Zillow and sends them to a Telegram channel.\n\n## Key Steps\n\n1. **Scheduled Trigger** - Runs the workflow at specified intervals to find new listings.\n2. **AI-Powered Scraping** - Uses ScrapeGraphAI to extract property information from Zillow.\n3. **Data Formatting** - Processes and structures the scraped data for Telegram messages.\n4. **Telegram Integration** - Sends formatted listing details to your specified Telegram channel.\n\n## Set up steps\n\n**Setup time: 5-10 minutes**\n\n1. **Configure ScrapeGraphAI credentials** - Add your ScrapeGraphAI API key.\n2. **Set up Telegram connection** - Connect your Telegram account and specify the target channel.\n3. **Customize the Zillow URL** - Update the URL to target specific locations or search criteria.\n4. **Adjust schedule** - Modify the trigger timing based on how frequently you want to check for new listings.\n", "workflow": { "id": "cmnzMjCOzadRrYT9", "meta": { "instanceId": "521567c5f495f323b77849c4cfd0c9f4f2396c986e324e0e66c8425b6f124744", "templateCredsSetupCompleted": true }, "name": "Real estate", "tags": [], "nodes": [ { "id": "6a1fbe16-eb98-4106-b88a-9a069ac78a15", "name": "Schedule Trigger", "type": "n8n-nodes-base.scheduleTrigger", "position": [ 700, 820 ], "parameters": { "rule": { "interval": [ {} ] } }, "typeVersion": 1.2 }, { "id": "0c1aa147-5e3f-4a59-9f0f-2a115f03ffb7", "name": "ScrapegraphAI", "type": "n8n-nodes-scrapegraphai.scrapegraphAi", "position": [ 1380, 820 ], "parameters": { "userPrompt": "Extract real estate listings from this site. Use the following schema for response { \"address\": \"123 Main St, Columbus, OH 43215\", \"price\": \"$450,000\", \"beds\": \"3\", \"baths\": \"2\", \"sqft\": \"1,850\", \"lot_size\": \"0.25 acres\", \"year_built\": \"1995\", \"property_type\": \"Single Family\", \"listing_url\": \"https://www.zillow.com/homedetails/123-Main-St...\" }", "websiteUrl": "https://www.zillow.com/homes/?category=SEMANTIC&searchQueryState=%7B%22filterState%22%3A%7B%22isRecentlySold%22%3A%7B%22value%22%3Afalse%7D%2C%22isPreMarketPreForeclosure%22%3A%7B%22value%22%3Afalse%7D%2C%22isPreMarketForeclosure%22%3A%7B%22value%22%3Afalse%7D%2C%22isForRent%22%3A%7B%22value%22%3Afalse%7D%2C%22isForSaleByAgent%22%3A%7B%22value%22%3Atrue%7D%2C%22isForSaleByOwner%22%3A%7B%22value%22%3Atrue%7D%2C%22isAuction%22%3A%7B%22value%22%3Atrue%7D%2C%22isComingSoon%22%3A%7B%22value%22%3Atrue%7D%2C%22isForSaleForeclosure%22%3A%7B%22value%22%3Atrue%7D%2C%22isNewConstruction%22%3A%7B%22value%22%3Atrue%7D%2C%22sortSelection%22%3A%7B%22value%22%3A%22globalrelevanceex%22%7D%7D%2C%22regionSelection%22%3A%5B%7B%22regionId%22%3A44%7D%5D%2C%22usersSearchTerm%22%3A%22Ohio%22%7D" }, "credentials": { "scrapegraphAIApi": { "id": "", "name": "" } }, "typeVersion": 1 }, { "id": "b9523259-cabb-41a4-9e55-9a106c4abc28", "name": "Code", "type": "n8n-nodes-base.code", "notes": "Hey this is where \nyou \nformat results ", "position": [ 2140, 820 ], "parameters": { "jsCode": "// Get the input data\nconst inputData = $input.all()[0].json;\n// Extract listings array from result - FIXED: use real_estate_listings\nconst listings = inputData.result.real_estate_listings || inputData.result.listings || inputData.result.properties || inputData.listings || [];\n\nfunction formatForTelegram(listing) {\n const {\n address,\n price,\n beds,\n baths,\n sqft,\n lot_size,\n year_built,\n year_bult, // Note: there's a typo in your data (year_bult instead of year_built)\n property_type,\n listing_url\n } = listing;\n\n // Handle null/undefined values\n const safeAddress = address || 'Address not available';\n const safePrice = price || 'Price not listed';\n const safeBeds = beds || 'N/A';\n const safeBaths = baths || 'N/A';\n const safeSqft = sqft || 'N/A';\n const safeLotSize = lot_size && lot_size !== '[null]' ? lot_size : null;\n // Handle both year_built and year_bult (typo in data)\n const safeYearBuilt = (year_built || year_bult) && (year_built || year_bult) !== 'N/A' ? (year_built || year_bult) : null;\n const safePropertyType = property_type || 'Property';\n const safeUrl = listing_url || '#';\n\n let message = `๐Ÿ  **NEW ${safePropertyType.toUpperCase()} LISTING**\n\n๐Ÿ“ **Address:** ${safeAddress}\n๐Ÿ’ฐ **Price:** ${safePrice}\n๐Ÿ›๏ธ **Beds:** ${safeBeds} | ๐Ÿšฟ **Baths:** ${safeBaths}\n๐Ÿ“ **Size:** ${safeSqft} sqft`;\n\n // Add optional fields if available\n if (safeLotSize) {\n message += `\\n๐ŸŒฑ **Lot Size:** ${safeLotSize}`;\n }\n \n if (safeYearBuilt) {\n message += `\\n๐Ÿ—“๏ธ **Year Built:** ${safeYearBuilt}`;\n }\n\n message += `\\n\\n๐Ÿ”— [View Full Details](${safeUrl})\n\nโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”\n๐Ÿ• Listed: ${new Date().toLocaleString()}`;\n\n return message;\n}\n\n// Debug log\nconsole.log(`Found ${listings.length} listings`);\n\n// Return each listing as separate execution with formatted Telegram text\nreturn listings.map(listing => ({\n json: {\n text: formatForTelegram(listing),\n // Keep original data for reference if needed\n address: listing.address,\n price: listing.price,\n beds: listing.beds,\n baths: listing.baths,\n sqft: listing.sqft,\n lot_size: listing.lot_size,\n year_built: listing.year_built || listing.year_bult, // Handle typo\n property_type: listing.property_type,\n listing_url: listing.listing_url\n }\n}));" }, "notesInFlow": true, "typeVersion": 2 }, { "id": "19302435-3112-4136-a8a3-95ff5da1c8ef", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ 1180, 460 ], "parameters": { "color": 5, "width": 574.9363634768473, "height": 530.4701664623029, "content": "# Step 2: ScrapeGraphAI Node ๐Ÿค–\n\nThis is the core node which will scrape the website that you want.\n\n## How to Use\n- Simply mention the website URL\n- Describe what you want to extract in natural language\n\n## Example\n- **Website**: `https://www.example.com`\n- **Instruction**: \"Extract all article titles and URLs from this news site\"" }, "typeVersion": 1 }, { "id": "0e801cc4-a853-4fb1-a0c6-330943996f63", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ 1920, 460 ], "parameters": { "color": 5, "width": 574.9363634768473, "height": 530.4701664623029, "content": "# Step 3: Format the response ๐Ÿงฑ\n\nThis node will format the results for sheets.\n\n## What it does\n- Prepares data for Telegram compatibility\n- Each listing is formatted in beautiful message\n- Maintains all important metadata\n- Easy to filter and analyze data" }, "typeVersion": 1 }, { "id": "76a1aff0-92cc-4bb0-84ec-525ed7a0cdf2", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 460, 460 ], "parameters": { "color": 5, "width": 574.9363634768473, "height": 530.4701664623029, "content": "# Step 1: Trigger โฑ๏ธ\n\nThis trigger will invoke the workflow on the mentioned time.\n\n## Configuration Options\n- You can mention your custom time for trigger\n- Or even choose a different trigger" }, "typeVersion": 1 }, { "id": "151eaaf9-a11f-42dc-8f08-3d4e6c7a5a03", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ 2680, 460 ], "parameters": { "color": 5, "width": 574.9363634768473, "height": 530.4701664623029, "content": "# Step 4:Telegram Node ๐Ÿ“ง\nThis node will send the listings to your given channel or chat\n\n## What it does\n- Connects to your Telegram account\n- Sends the message using the created bot \n\n\n## Configuration\n- Create a bot using @botfather in Telegram\n- Add the given api key in config\n- Add your chat/channel username in config\n" }, "typeVersion": 1 }, { "id": "37d06314-47d4-4705-a52e-501caff0817f", "name": "Telegram", "type": "n8n-nodes-base.telegram", "maxTries": 5, "position": [ 2920, 820 ], "parameters": { "text": "={{ $json.text }}", "chatId": "@housingprices", "additionalFields": {} }, "credentials": { "telegramApi": { "id": "", "name": "" } }, "executeOnce": false, "retryOnFail": true, "typeVersion": 1.2, "alwaysOutputData": false, "waitBetweenTries": 5000 } ], "active": false, "pinData": {}, "settings": { "executionOrder": "v1" }, "versionId": "6a32d4c5-dad4-442c-a6d6-19743b661a8c", "connections": { "Code": { "main": [ [ { "node": "Telegram", "type": "main", "index": 0 } ] ] }, "Telegram": { "main": [ [] ] }, "ScrapegraphAI": { "main": [ [ { "node": "Code", "type": "main", "index": 0 } ] ] }, "Schedule Trigger": { "main": [ [ { "node": "ScrapegraphAI", "type": "main", "index": 0 } ] ] } } }, "lastUpdatedBy": 29, "workflowInfo": { "nodeCount": 8, "nodeTypes": { "n8n-nodes-base.code": { "count": 1 }, "n8n-nodes-base.telegram": { "count": 1 }, "n8n-nodes-base.stickyNote": { "count": 4 }, "n8n-nodes-base.scheduleTrigger": { "count": 1 }, "n8n-nodes-scrapegraphai.scrapegraphAi": { "count": 1 } } }, "status": "published", "user": { "name": "vinci-king-01", "username": "vinci-king-01", "bio": "", "verified": true, "links": [ "https://www.linkedin.com/in/marco-vinciguerra-7ba365242/" ], "avatar": "https://gravatar.com/avatar/d939eeef03a5fcb5df08bee8196f12ccb248c38209487414e419032004f0c014?r=pg&d=retro&size=200" }, "nodes": [ { "id": 49, "icon": "file:telegram.svg", "name": "n8n-nodes-base.telegram", "codex": { "data": { "alias": [ "human", "form", "wait", "hitl", "approval" ], "resources": { "generic": [ { "url": "https://n8n.io/blog/why-business-process-automation-with-n8n-can-change-your-daily-life/", "icon": "๐Ÿงฌ", "label": "Why business process automation with n8n can change your daily life" }, { "url": "https://n8n.io/blog/create-a-toxic-language-detector-for-telegram/", "icon": "๐Ÿคฌ", "label": "Create a toxic language detector for Telegram in 4 step" }, { "url": "https://n8n.io/blog/automatically-adding-expense-receipts-to-google-sheets-with-telegram-mindee-twilio-and-n8n/", "icon": "๐Ÿงพ", "label": "Automatically Adding Expense Receipts to Google Sheets with Telegram, Mindee, Twilio, and n8n" }, { "url": "https://n8n.io/blog/no-code-ecommerce-workflow-automations/", "icon": "store", "label": "6 e-commerce workflows to power up your Shopify s" }, { "url": "https://n8n.io/blog/world-poetry-day-workflow/", "icon": "๐Ÿ“œ", "label": "Celebrating World Poetry Day with a daily poem in Telegram" }, { "url": "https://n8n.io/blog/using-automation-to-boost-productivity-in-the-workplace/", "icon": "๐Ÿ’ช", "label": "Using Automation to Boost Productivity in the Workplace" }, { "url": "https://n8n.io/blog/how-to-set-up-a-ci-cd-pipeline-with-no-code/", "icon": "๐ŸŽก", "label": "How to set up a no-code CI/CD pipeline with GitHub and TravisCI" }, { "url": "https://n8n.io/blog/creating-scheduled-text-affirmations-with-n8n/", "icon": "๐ŸคŸ", "label": "Creating scheduled text affirmations with n8n" }, { "url": "https://n8n.io/blog/creating-telegram-bots-with-n8n-a-no-code-platform/", "icon": "๐Ÿ’ฌ", "label": "Creating Telegram Bots with n8n, a No-Code Platform" }, { "url": "https://n8n.io/blog/aws-workflow-automation/", "label": "7 no-code workflow automations for Amazon Web Services" } ], "primaryDocumentation": [ { "url": "https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.telegram/" } ], "credentialDocumentation": [ { "url": "https://docs.n8n.io/integrations/builtin/credentials/telegram/" } ] }, "categories": [ "Communication", "HITL" ], "nodeVersion": "1.0", "codexVersion": "1.0", "subcategories": { "HITL": [ "Human in the Loop" ] } } }, "group": "[\"output\"]", "defaults": { "name": "Telegram" }, "iconData": { "type": "file", "fileBuffer": 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