{ "workflow": { "id": 10115, "name": "Track Amazon product prices with ScrapeGraphAI, Google Sheets & Telegram alerts", "views": 371, "recentViews": 1, "totalViews": 371, "createdAt": "2025-10-24T09:31:07.335Z", "description": "This workflow automates the process of **monitoring Amazon product prices** and **sending alerts** when a product’s price drops below a defined threshold.\n\nIt integrates **ScrapeGraphAI**, **Google Sheets**, and **Telegram** to provide a complete end-to-end price tracking system.\n\n---\n\n### **Key Advantages**\n\n1. **💡 Intelligent Scraping**\n\n * Uses **ScrapeGraphAI** to extract structured data (product prices) from complex Amazon pages — even those with dynamic JavaScript rendering.\n\n2. **📊 Centralized Tracking**\n\n * All products and price history are managed in a **Google Sheet**, making it easy to review and update data.\n\n3. **⚡ Real-Time Alerts**\n\n * Sends **instant Telegram notifications** when a product’s price drops below its previous minimum — helping users take quick advantage of deals.\n\n4. **🔁 Fully Automated**\n\n * Once set up, it runs on a **schedule** with no manual input required, automatically updating and alerting users.\n\n5. **🧩 Modular & Extensible**\n\n * Built entirely with **n8n nodes**, making it easy to customize — for example, adding new alert channels (email, Slack) or additional data checks.\n\n6. **🕒 Time-Efficient**\n\n * Eliminates the need for manual price checking, saving significant time for users monitoring multiple products.\n\n---\n\n\n### How it Works\n\nThis automated workflow tracks Amazon product prices and sends an alert via Telegram when a product hits a new lowest price. Here's the process:\n\n1. **Trigger & Data Fetch:** The workflow is initiated either on a scheduled basis (every 10 minutes) or manually. It first connects to a designated Google Sheet, which acts as a database, to fetch a list of products to monitor. Each product's details (Name, URL, and current \"MIN PRICE\") are read.\n\n2. **Price Scraping & Comparison:** The workflow loops through each product from the sheet. For each product, it uses ScrapeGraphAI to navigate to the Amazon product page, render JavaScript-heavy content, and extract the current price. This newly scraped price is then compared to the \"MIN PRICE\" value stored in the Google Sheet for that product.\n\n3. **Conditional Alert & Update:**\n * **If the new price is lower,** two actions are triggered:\n a. **Sheet Update:** The Google Sheet is updated with the new, lower \"MIN PRICE\" and the current date.\n b. **Telegram Notification:** A message is sent to a specified Telegram chat, announcing that the product has hit a new lowest price, including the product name and a link.\n * **If the price is not lower,** no action is taken for that product, and the workflow moves on to the next one in the loop.\n\n---\n\n### Set up Steps\n\nTo implement this workflow yourself, follow these steps:\n\n1. **Prepare the Google Sheet:**\n * Create a copy of the [provided template spreadsheet](https://docs.google.com/spreadsheets/d/1_FBegOUXt3657og_ScfuiLCERWHtxDWn14799HkVrUo/edit?usp=sharing).\n * In the sheet, fill in the columns for `PRODUCT` (name), `URL` (the full Amazon product link), and `MIN PRICE`. When adding a new product, set the `MIN PRICE` to a very high value (e.g., 9999) to ensure the first real price triggers an alert.\n\n2. **Configure n8n Credentials:**\n * **Google Sheets:** Set up a \"Google Sheets account\" credential in n8n using OAuth2 to grant the workflow access to your copied spreadsheet.\n * **ScrapeGraphAI:** Configure the \"[ScrapegraphAI account](https://dashboard.scrapegraphai.com/?via=n3witalia)\" credential with your API key from the ScrapeGraphAI service.\n * **Telegram:** Set up a \"Telegram account\" credential with a Bot Token obtained from the BotFather in Telegram. You will also need your specific `chatId` for the node.\n\n\n---\n\n### **Need help customizing?** \n[Contact me](mailto:info@n3w.it) for consulting and support or add me on [Linkedin](https://www.linkedin.com/in/davideboizza/). ", "workflow": { "id": "GP6WsXTLgM9LhI8E", "meta": { "instanceId": "a4bfc93e975ca233ac45ed7c9227d84cf5a2329310525917adaf3312e10d5462", "templateCredsSetupCompleted": true }, "name": "Track Amazon Product Prices with ScrapeGraphAI", "tags": [], "nodes": [ { "id": "c934786f-96c6-4d3e-8e08-6eb7cf522116", "name": "Schedule Trigger", "type": "n8n-nodes-base.scheduleTrigger", "position": [ -240, -160 ], "parameters": { "rule": { "interval": [ { "triggerAtMinute": 10 } ] } }, "typeVersion": 1.2 }, { "id": "3f91dab9-db6e-4a8e-8f5f-4acf2f53f706", "name": "When clicking ‘Execute workflow’", "type": "n8n-nodes-base.manualTrigger", "position": [ -240, -16 ], "parameters": {}, "typeVersion": 1 }, { "id": "f928ffea-524e-4f9f-9f4c-c994d0991edd", "name": "Scrape Amazon Product Price", "type": "n8n-nodes-scrapegraphai.scrapegraphAi", "position": [ 576, 0 ], "parameters": { "userPrompt": "You are an expert extraction algorithm. Extract the price of the Amazon product", "websiteUrl": "={{ $json.URL }}", "renderHeavyJs": true, "useOutputSchema": true }, "credentials": { "scrapegraphAIApi": { "id": "credential-id", "name": "scrapegraphAIApi Credential" } }, "typeVersion": 1 }, { "id": "32e9c8fb-a015-40f0-b2be-c65a689bc335", "name": "Merge", "type": "n8n-nodes-base.merge", "position": [ 864, 272 ], "parameters": {}, "typeVersion": 3.2 }, { "id": "d83e6ad5-621c-4ca4-9177-194d673f626d", "name": "Min price?", "type": "n8n-nodes-base.if", "position": [ 864, 0 ], "parameters": { "options": {}, "conditions": { "options": { "version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "79dfbedd-c17c-4913-b739-3f6395cea670", "operator": { "type": "number", "operation": "lt" }, "leftValue": "={{ $json.result.price }}", "rightValue": "={{ $('Loop').item.json['MIN PRICE'] }}" } ] } }, "typeVersion": 2.2 }, { "id": "ddc8c4de-cc4e-4286-a21e-0160a692d897", "name": "Update price", "type": "n8n-nodes-base.googleSheets", "position": [ 256, 256 ], "parameters": { "columns": { "value": { "DATE": "={{$now.format('dd/LL/yyyy')}}", "MIN PRICE": "={{ $('Scrape Amazon Product Price').item.json.result.price }}", "row_number": "={{ $('Loop').item.json.row_number }}" }, "schema": [ { "id": "PRODUCT ", "type": "string", "display": true, "required": false, "displayName": "PRODUCT ", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "URL", "type": "string", "display": true, "required": false, "displayName": "URL", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "DATE", "type": "string", "display": true, "required": false, "displayName": "DATE", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "MIN PRICE", "type": "string", "display": true, "required": false, "displayName": "MIN PRICE", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "row_number", "type": "number", "display": true, "removed": false, "readOnly": true, "required": false, "displayName": "row_number", "defaultMatch": false, "canBeUsedToMatch": true } ], "mappingMode": "defineBelow", "matchingColumns": [ "row_number" ], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {}, "operation": "update", "sheetName": { "__rl": true, "mode": "list", "value": "gid=0", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1_FBegOUXt3657og_ScfuiLCERWHtxDWn14799HkVrUo/edit#gid=0", "cachedResultName": "Foglio1" }, "documentId": { "__rl": true, "mode": "list", "value": "1_FBegOUXt3657og_ScfuiLCERWHtxDWn14799HkVrUo", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1_FBegOUXt3657og_ScfuiLCERWHtxDWn14799HkVrUo/edit?usp=drivesdk", "cachedResultName": "Amazon Price Alert" } }, "credentials": { "googleSheetsOAuth2Api": { "id": "credential-id", "name": "googleSheetsOAuth2Api Credential" } }, "typeVersion": 4.7 }, { "id": "5e331171-bc70-44b6-92fe-04e8bc9f83f1", "name": "Send alert", "type": "n8n-nodes-base.telegram", "position": [ 576, 256 ], "webhookId": "0ed28553-2c4f-48cc-aed7-9cdb7dff7ff2", "parameters": { "text": "=The product {{ $('Loop').item.json['PRODUCT '] }} (sold by {{ $json['MIN PRICE'] }}) has just hit its lowest price yet on Amazon! 🎉 Check it out: {{ $('Min price?').item.json.website_url }}", "chatId": "XXX", "additionalFields": { "appendAttribution": false } }, "credentials": { "telegramApi": { "id": "credential-id", "name": "telegramApi Credential" } }, "typeVersion": 1.2 }, { "id": "adefe5e4-1533-4dcc-8933-21de86f3fca6", "name": "Get products", "type": "n8n-nodes-base.googleSheets", "position": [ -16, -16 ], "parameters": { "options": {}, "sheetName": { "__rl": true, "mode": "list", "value": "gid=0", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1_FBegOUXt3657og_ScfuiLCERWHtxDWn14799HkVrUo/edit#gid=0", "cachedResultName": "Foglio1" }, "documentId": { "__rl": true, "mode": "list", "value": "1_FBegOUXt3657og_ScfuiLCERWHtxDWn14799HkVrUo", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1_FBegOUXt3657og_ScfuiLCERWHtxDWn14799HkVrUo/edit?usp=drivesdk", "cachedResultName": "Amazon Price Alert" } }, "credentials": { "googleSheetsOAuth2Api": { "id": "credential-id", "name": "googleSheetsOAuth2Api Credential" } }, "typeVersion": 4.7 }, { "id": "58665e12-61a2-4fca-ba9c-8632a693f9ef", "name": "Loop", "type": "n8n-nodes-base.splitInBatches", "position": [ 256, -16 ], "parameters": { "options": {} }, "typeVersion": 3 }, { "id": "43d41bfa-6dcf-417c-b645-2cc49220be28", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -272, -608 ], "parameters": { "color": 3, "width": 640, "height": 384, "content": "## Track Amazon Product Prices with ScrapeGraphAI\n\nThis workflow automates the process of **monitoring Amazon product prices** and **sending alerts** when a product’s price drops below a defined threshold.\n\nIt integrates **ScrapeGraphAI**, **Google Sheets**, and **Telegram** to provide a complete end-to-end price tracking system.\n\nThis automated workflow tracks Amazon product prices and sends an alert via Telegram when a product hits a new lowest price." }, "typeVersion": 1 }, { "id": "e0675997-61a9-4ab1-84fa-5fdf11e7861f", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ 416, -608 ], "parameters": { "width": 544, "height": 112, "content": "## STEP 1\n- Install the ScrapeGraph Community node\n- Register for FREE to [ScrapeGraphAI](https://dashboard.scrapegraphai.com/?via=n3witalia) and get API KEY" }, "typeVersion": 1 }, { "id": "b9a09f0f-f3c5-43a4-b806-c9675530a2be", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ 416, -464 ], "parameters": { "width": 544, "height": 128, "content": "## STEP 2\n- Clone [this sheet](https://docs.google.com/spreadsheets/d/1_FBegOUXt3657og_ScfuiLCERWHtxDWn14799HkVrUo/edit?usp=sharing)\n- Set Product name, Product Amazon Url and Min Price (when you add a new product, please insert 9999)\n" }, "typeVersion": 1 }, { "id": "c0ad8f90-1a21-4f35-aff4-1e098300d082", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 416, -304 ], "parameters": { "width": 544, "height": 80, "content": "## STEP 3\n- Add your Telegram ID in \"Send Alert\" node" }, "typeVersion": 1 } ], "active": false, "pinData": {}, "settings": { "executionOrder": "v1" }, "versionId": "97fb6e87-7f47-4690-baac-da63a67313f3", "connections": { "Loop": { "main": [ [], [ { "node": "Scrape Amazon Product Price", "type": "main", "index": 0 } ] ] }, "Merge": { "main": [ [ { "node": "Loop", "type": "main", "index": 0 } ] ] }, "Min price?": { "main": [ [ { "node": "Update price", "type": "main", "index": 0 } ], [ { "node": "Merge", "type": "main", "index": 1 } ] ] }, "Send alert": { "main": [ [ { "node": "Merge", "type": "main", "index": 0 } ] ] }, "Get products": { "main": [ [ { "node": "Loop", "type": "main", "index": 0 } ] ] }, "Update price": { "main": [ [ { "node": "Send alert", "type": "main", "index": 0 } ] ] }, "Scrape Amazon Product Price": { "main": [ [ { "node": "Min price?", "type": "main", "index": 0 } ] ] }, "When clicking ‘Execute workflow’": { "main": [ [ { "node": "Get products", "type": "main", "index": 0 } ] ] } } }, "lastUpdatedBy": 1, "workflowInfo": { "nodeCount": 13, "nodeTypes": { "n8n-nodes-base.if": { "count": 1 }, "n8n-nodes-base.merge": { "count": 1 }, "n8n-nodes-base.telegram": { "count": 1 }, "n8n-nodes-base.stickyNote": { "count": 4 }, "n8n-nodes-base.googleSheets": { "count": 2 }, "n8n-nodes-base.manualTrigger": { "count": 1 }, "n8n-nodes-base.splitInBatches": { "count": 1 }, "n8n-nodes-base.scheduleTrigger": { "count": 1 }, "n8n-nodes-scrapegraphai.scrapegraphAi": { "count": 1 } } }, "status": "published", "user": { "name": "Davide", "username": "n3witalia", "bio": "Full-stack Web Developer based in Italy specialising in Marketing & AI-powered automations. For business enquiries, send me an email at info@n3w.it or add me on Linkedin.com/in/davideboizza", "verified": true, "links": [ "https://n3w.it" ], "avatar": "https://gravatar.com/avatar/d41b8a0aa81139243509c58870f5b4be292824a507ab57d10ed066d8628ed8da?r=pg&d=retro&size=200" }, "nodes": [ { "id": 18, "icon": "file:googleSheets.svg", "name": "n8n-nodes-base.googleSheets", "codex": { "data": { "alias": [ "CSV", "Sheet", "Spreadsheet", "GS" ], "resources": { "generic": [ { "url": "https://n8n.io/blog/love-at-first-sight-ricardos-n8n-journey/", "icon": "❤️", "label": "Love at first sight: Ricardo’s n8n journey" }, { "url": "https://n8n.io/blog/why-business-process-automation-with-n8n-can-change-your-daily-life/", "icon": "🧬", "label": "Why business process automation with n8n can change your daily life" }, { "url": "https://n8n.io/blog/automatically-adding-expense-receipts-to-google-sheets-with-telegram-mindee-twilio-and-n8n/", "icon": "🧾", "label": "Automatically Adding Expense Receipts to Google Sheets with Telegram, Mindee, Twilio, and n8n" }, { "url": "https://n8n.io/blog/supercharging-your-conference-registration-process-with-n8n/", "icon": "🎫", "label": "Supercharging your conference registration process with n8n" }, { "url": "https://n8n.io/blog/creating-triggers-for-n8n-workflows-using-polling/", "icon": "⏲", "label": "Creating triggers for n8n workflows using polling" }, { "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/migrating-community-metrics-to-orbit-using-n8n/", "icon": "📈", "label": "Migrating Community Metrics to Orbit using n8n" }, { "url": "https://n8n.io/blog/automate-google-apps-for-productivity/", "icon": "💡", "label": "15 Google apps you can combine and automate to increase productivity" }, { "url": "https://n8n.io/blog/your-business-doesnt-need-you-to-operate/", "icon": " 🖥️", "label": "Hey founders! Your business doesn't need you to operate" }, { "url": "https://n8n.io/blog/how-honest-burgers-use-automation-to-save-100k-per-year/", "icon": "🍔", "label": "How Honest Burgers Use Automation to Save $100k per year" }, { "url": "https://n8n.io/blog/how-a-digital-strategist-uses-n8n-for-online-marketing/", "icon": "💻", "label": "How a digital strategist uses n8n for online marketing" }, { "url": "https://n8n.io/blog/why-this-product-manager-loves-workflow-automation-with-n8n/", "icon": "🧠", "label": "Why this Product Manager loves workflow automation with n8n" }, { "url": "https://n8n.io/blog/sending-automated-congratulations-with-google-sheets-twilio-and-n8n/", "icon": "🙌", "label": "Sending Automated Congratulations with Google Sheets, Twilio, and n8n " }, { "url": "https://n8n.io/blog/how-a-membership-development-manager-automates-his-work-and-investments/", "icon": "📈", "label": "How a Membership Development Manager automates his work and investments" }, { "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.googlesheets/" } ], "credentialDocumentation": [ { "url": "https://docs.n8n.io/integrations/builtin/credentials/google/oauth-single-service/" } ] }, "categories": [ "Data & Storage", "Productivity" ], "nodeVersion": "1.0", "codexVersion": "1.0" } }, "group": "[\"input\",\"output\"]", "defaults": { "name": "Google Sheets" }, "iconData": { "type": "file", "fileBuffer": "data:image/svg+xml;base64,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" }, "displayName": "Google Sheets", "typeVersion": 5, "nodeCategories": [ { "id": 3, "name": "Data & Storage" }, { "id": 4, "name": "Productivity" } ] }, { "id": 20, "icon": "fa:map-signs", "name": "n8n-nodes-base.if", "codex": { "data": { "alias": [ "Router", "Filter", "Condition", "Logic", "Boolean", "Branch" ], "details": "The IF node can be used to implement binary conditional logic in your workflow. You can set up one-to-many conditions to evaluate each item of data being inputted into the node. 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