{ "workflow": { "id": 3701, "name": "Scrape books from URL with Dumpling AI, clean HTML, save to Sheets, email as CSV", "views": 3155, "recentViews": 0, "totalViews": 3155, "createdAt": "2025-04-24T23:10:27.733Z", "description": "\n### πŸ‘₯ Who is this for?\n\nThis workflow is ideal for virtual assistants, researchers, developers, automation specialists, and data analysts who need to regularly extract and organize structured product information (like books) from a website. It’s especially useful for those working with catalog-based websites who want to automate extraction and delivery of clean, sorted data.\n\n---\n\n### 🧩 What problem is this solving?\n\nManually copying product listings like book titles and prices from a website into a spreadsheet is slow and repetitive. This automation solves that problem by scraping content using Dumpling AI, extracting the right data using CSS selectors, and formatting it into a clean CSV file that is sent to your emailβ€”all triggered automatically when a new URL is added to Google Sheets.\n\n---\n\n### βš™οΈ What this workflow does\n\nThis template automates an entire content scraping and delivery process:\n\n- Watches a Google Sheet for new URLs\n- Scrapes the HTML content of the given webpage using Dumpling AI\n- Uses CSS selectors in the HTML node to extract each book from the page\n- Splits the HTML array into individual items\n- Extracts the book title and price from each HTML block\n- Sorts the books in descending order based on price\n- Converts the sorted data to a CSV file\n- Sends the CSV via email using Gmail\n\n---\n\n### πŸ› οΈ Setup\n\n1. **Google Sheets**\n - Create a sheet titled something like `URLs`\n - Add your product listing URLs (e.g., [http://books.toscrape.com](http://books.toscrape.com))\n - Connect the Google Sheets trigger node to your sheet\n - Ensure you have proper credentials connected\n\n2. **Dumpling AI**\n - Create an account at [Dumpling AI](https://app.dumplingai.com]) - Generate your API key\n \n - Set the HTTP Method to `POST` and pass the URL dynamically from the Google Sheet\n - Use `Header Auth` to include your API key in the request header\n - Make sure `\"cleaned\": \"True\"` is included in the body for optimized HTML output\n\n3. **HTML Node**\n - The first HTML node extracts the main book container blocks using: \n `.row > li`\n - The second HTML node parses out the individual fields: \n - `title`: `h3 > a` (via the `title` attribute) \n - `price`: `.price_color`\n\n4. **Sort Node**\n - Sorts books by `price` in descending order \n - Note: price is extracted as a string, ensure it's parsable if you plan to use numeric filtering later\n\n5. **Convert to CSV**\n - The JSON data is passed into a Convert node and transformed into a CSV file\n\n6. **Gmail**\n - Sends the CSV as an attachment to a designated email\n\n \n\n---\n\n### πŸ”„ How to customize this workflow\n\n- **Extract more data**: Add more CSS selectors in the second HTML node to pull fields like author, availability, or product links\n- **Switch destinations**: Replace Gmail with Slack, Google Drive, Dropbox, or another platform\n- **Adjust sorting**: Sort alphabetically or based on another extracted value\n- **Use a different source**: As long as the site structure is consistent, this can scrape any listing-like page\n- **Trigger differently**: Use a webhook, form submission, or schedule trigger instead of Google Sheets\n\n---\n\n### ⚠️ Dependencies and Notes\n\n- This workflow uses **Dumpling AI** to perform the web scraping. This requires an API key and uses credits per request.\n- The **HTML node** depends on valid CSS selectors. If the site layout changes, the selectors may need to be updated.\n- Ensure you’re not scraping content from websites that prohibit automated scraping.\n", "workflow": { "id": "DswhuYzoemjA6iNN", "meta": { "instanceId": "a1ae5c8dc6c65e674f9c3947d083abcc749ef2546dff9f4ff01de4d6a36ebfe6", "templateCredsSetupCompleted": true }, "name": "Scrape Books from URL with Dumpling AI, Clean HTML, Save to Sheets, Email as CSV", "tags": [ { "id": "TlcNkmb96fUfZ2eA", "name": "Tutorials", "createdAt": "2025-04-15T17:02:00.249Z", "updatedAt": "2025-04-15T17:02:00.249Z" } ], "nodes": [ { "id": "2e4f64a5-353c-4dd3-9822-62df795d4940", "name": "Convert to CSV File", "type": "n8n-nodes-base.convertToFile", "position": [ 1640, 340 ], "parameters": { "options": {} }, "typeVersion": 1.1 }, { "id": "472442d3-a691-4310-93f8-019579d0c473", "name": "Extract all books from the page", "type": "n8n-nodes-base.html", "position": [ 760, 340 ], "parameters": { "options": {}, "operation": "extractHtmlContent", "dataPropertyName": "content", "extractionValues": { "values": [ { "key": "books", "cssSelector": ".row > li", "returnArray": true, "returnValue": "html" } ] } }, "typeVersion": 1.2 }, { "id": "92765257-d64d-47c9-bd57-50914342138b", "name": "Sort by price", "type": "n8n-nodes-base.sort", "position": [ 1420, 340 ], "parameters": { "options": {}, "sortFieldsUi": { "sortField": [ { "order": "descending", "fieldName": "price" } ] } }, "typeVersion": 1 }, { "id": "efc2f33f-1bef-4906-b3b7-b02868080a54", "name": "Extract individual book price", "type": "n8n-nodes-base.html", "position": [ 1200, 340 ], "parameters": { "options": {}, "operation": "extractHtmlContent", "dataPropertyName": "books", "extractionValues": { "values": [ { "key": "title", "attribute": "title", "cssSelector": "h3 > a", "returnValue": "attribute" }, { "key": "price", "cssSelector": ".price_color" } ] } }, "typeVersion": 1.2 }, { "id": "74c7c3af-d63c-4b6c-95a0-15f45b19134b", "name": "Send CSV via e-mail", "type": "n8n-nodes-base.gmail", "position": [ 1860, 340 ], "webhookId": "40f2d609-52ed-40bf-b190-1f1cebbe3fb7", "parameters": { "sendTo": "", "message": "Hey, here's the scraped data from the online bookstore!", "options": { "attachmentsUi": { "attachmentsBinary": [ {} ] } }, "subject": "bookstore csv", "emailType": "text" }, "credentials": { "gmailOAuth2": { "id": "credential-id", "name": "gmailOAuth2 Credential" } }, "typeVersion": 2.1 }, { "id": "95c7998b-ece0-4dea-b99e-97ac22fb8a59", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 140, -260 ], "parameters": { "width": 619, "height": 297, "content": "### Scrape Books from URL with Dumpling AI, Clean HTML, Save to Sheets, Email as CSV\n\nπŸ“Œ This workflow scrapes book data from a website, turns it into a CSV, saves it, and sends it by email.\n\nπŸ”§ It starts from a Google Sheets trigger, fetches the page using DumplingAI, extracts books, sorts by price, and emails the CSV.\n\nβœ… Make sure APIs for Gmail, Sheets & Drive are enabled in Google Cloud. Update the URL in the \"Fetch website content\" node.\n" }, "typeVersion": 1 }, { "id": "f599028a-49a9-4b85-b484-5abf1229e373", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ 140, 60 ], "parameters": { "color": 4, "width": 900, "height": 300, "content": "### πŸ” Trigger to Raw Book HTML\n\n1. **Google Sheets Trigger** \n Watches a sheet for new row entries. Once a new URL is added, the workflow starts.\n\n2. **Fetch Website Content (Dumpling AI)** \n Makes an HTTP POST request to Dumpling AI to scrape and return the full HTML of the target URL.\n\n3. **Extract All Books** \n Uses CSS selectors to isolate the list items (`li.row > li`) containing book entries.\n\n4. **Split Out Node** \n Breaks the array of book HTML blocks into individual items, so each book can be processed separately in the next steps.\n" }, "typeVersion": 1 }, { "id": "bc6ab72c-de03-4e79-9da0-ca12ddf31811", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ 1140, 60 ], "parameters": { "color": 6, "width": 840, "height": 300, "content": "### πŸ“¦ Parse, Sort, Export & Email\n\n5. **Extract Individual Book Data** \n From each book, extract the title (`

a` title attribute) and price (`.price_color` content).\n\n6. **Sort by Price** \n Organizes the extracted data in descending order using the price field.\n\n7. **Convert to CSV File** \n Transforms the sorted JSON data into a downloadable CSV file format.\n\n8. **Send CSV via Gmail** \n Automatically sends an email with the CSV file attached to the predefined address.\n" }, "typeVersion": 1 }, { "id": "a1246b4e-212f-4bd3-970b-b0ff8db2f834", "name": "Trigger- Watches For new URL in Spreadsheet", "type": "n8n-nodes-base.googleSheetsTrigger", "position": [ 320, 340 ], "parameters": { "event": "rowAdded", "options": {}, "pollTimes": { "item": [ { "mode": "everyMinute" } ] }, "sheetName": { "__rl": true, "mode": "list", "value": "", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1pb4WLqv2EruLM1z9-utehcINolSj0vlUqZionyLoRUs/edit#gid=0", "cachedResultName": "Sheet1" }, "documentId": { "__rl": true, "mode": "list", "value": "", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1pb4WLqv2EruLM1z9-utehcINolSj0vlUqZionyLoRUs/edit?usp=drivesdk", "cachedResultName": "URLs" } }, "credentials": { "googleSheetsTriggerOAuth2Api": { "id": "credential-id", "name": "googleSheetsTriggerOAuth2Api Credential" } }, "typeVersion": 1 }, { "id": "b19aa287-3be4-4e16-908d-b0cb484519e3", "name": "Scrape Website Content with Dumpling AI", "type": "n8n-nodes-base.httpRequest", "position": [ 540, 340 ], "parameters": { "url": "https://app.dumplingai.com/api/v1/scrape", "method": "POST", "options": { "allowUnauthorizedCerts": true }, "jsonBody": "={\n \"url\": \"{{ $('Trigger- Watches For new URL in Spreadsheet')}}\", \n \"format\": \"html\",\n \"cleaned\": \"True\"\n }", "sendBody": true, "sendHeaders": true, "specifyBody": "json", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "headerParameters": { "parameters": [ { "name": "Content-Type", "value": "application/json" } ] } }, "credentials": { "httpBasicAuth": { "id": "credential-id", "name": "httpBasicAuth Credential" }, "httpHeaderAuth": { "id": "credential-id", "name": "httpHeaderAuth Credential" } }, "typeVersion": 4.1 }, { "id": "02cbc6f9-bdcb-45fc-9973-ded42346ffbc", "name": "Split HTML Array into Individual Books", "type": "n8n-nodes-base.splitOut", "position": [ 980, 340 ], "parameters": { "options": {}, "fieldToSplitOut": "books" }, "typeVersion": 1 } ], "active": false, "pinData": {}, "settings": { "executionOrder": "v1" }, "versionId": "264412ff-9d74-443c-a2ff-69be1e042a82", "connections": { "Sort by price": { "main": [ [ { "node": "Convert to CSV File", "type": "main", "index": 0 } ] ] }, "Convert to CSV File": { "main": [ [ { "node": "Send CSV via e-mail", "type": "main", "index": 0 } ] ] }, "Extract individual book price": { "main": [ [ { "node": "Sort by price", "type": "main", "index": 0 } ] ] }, "Extract all books from the page": { "main": [ [ { "node": "Split HTML Array into Individual Books", "type": "main", "index": 0 } ] ] 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