Incrementors This workflow corresponds to n8n.io template #6408 — we link there as the canonical source.
This workflow follows the Agent → Form Trigger recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"id": "jEzXWXBlK6er9cmO",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "Multi-Platform Price Finder: Scraping Prices with Bright Data & Telegram",
"tags": [],
"nodes": [
{
"id": "93f13c44-78f9-4f2b-b7c4-91a3700e4092",
"name": "On form submission",
"type": "n8n-nodes-base.formTrigger",
"position": [
-2176,
1568
],
"parameters": {
"options": {},
"formTitle": "Keywords",
"formFields": {
"values": [
{
"fieldLabel": "SearchHere"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "f558466f-5839-4111-b3e0-6d9e49901c40",
"name": "Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"position": [
1264,
928
],
"parameters": {
"columns": {
"value": {
"URL": "={{ $json.url }}",
"Title": "={{ $json.title }}",
"price": "={{ $json.price }}"
},
"schema": [
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Title",
"type": "string",
"display": true,
"required": false,
"displayName": "Title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "price",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "price",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "eBay Feedback Monitor & Auto-Responder"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.6
},
{
"id": "7557f99e-7083-4842-93ab-9c61704d5ab7",
"name": "Extracting Data from snapshort",
"type": "n8n-nodes-base.httpRequest",
"position": [
464,
944
],
"parameters": {
"url": "=https://api.brightdata.com/datasets/v3/snapshot/{{ $json.snapshot_id }}",
"options": {},
"sendQuery": true,
"sendHeaders": true,
"queryParameters": {
"parameters": [
{
"name": "format",
"value": "json"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "Bearer YOUR_TOKEN_HERE"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "21de9957-364c-4c91-92d0-d0b54f5b5097",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
2640,
1712
],
"parameters": {
"text": "=Using the product details below \u2014 title, price, and URL \u2014 write a short and engaging promotional message. The message should make it sound like a great deal and encourage the user to click the link. Keep the tone exciting and a little urgent, but not overhyped.\n\nProduct details:\n- Title: {{ $json.title }}\n- Price: ${{ $json.price }}\n- URL: {{ $json.url }}\n\nThe message should be 1-2 sentences long and sound natural. End with \"Check it out:\" followed by the URL.\n",
"options": {},
"promptType": "define"
},
"typeVersion": 2
},
{
"id": "6f7fd8f8-1cf8-4cdd-ab34-a70edd99cdbc",
"name": "Anthropic Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
"position": [
2688,
1904
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "claude-sonnet-4-20250514",
"cachedResultName": "Claude 4 Sonnet"
},
"options": {}
},
"credentials": {
"anthropicApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.3
},
{
"id": "066c5099-7fba-409b-9363-4077ba729c4d",
"name": "Telegram",
"type": "n8n-nodes-base.telegram",
"position": [
3488,
1712
],
"parameters": {
"text": "={{ $json.body }}",
"chatId": "telegramChatId",
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "f35f0ee5-073b-42dc-9bd2-3f5a8b3711c5",
"name": "Clean AI Output",
"type": "n8n-nodes-base.code",
"position": [
3104,
1712
],
"parameters": {
"jsCode": "const raw = $json.output || '';\n\nconst cleaned = raw\n .replace(/\\*\\*/g, '') // Remove bold (**)\n .replace(/\\\\n/g, '<br>') // Convert \\n to <br>\n .replace(/</g, '<') // Escape <\n .replace(/>/g, '>'); // Escape >\n\nreturn [\n {\n json: {\n body: cleaned\n }\n }\n];\n"
},
"typeVersion": 2
},
{
"id": "03d9d368-7adf-4918-8783-6f1c049aeb72",
"name": "If",
"type": "n8n-nodes-base.if",
"position": [
-496,
688
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "b9213a26-9b0d-4742-8b38-5b839da95875",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "ready"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "ce26a724-eb75-4d47-a1ee-d5b084731339",
"name": "If1",
"type": "n8n-nodes-base.if",
"position": [
-576,
992
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "e47f79d5-2ed2-401d-b2a3-3539f7f35d80",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "ready"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "b717d25b-bb26-4fc2-ad39-85d53e2a2a97",
"name": "Code1",
"type": "n8n-nodes-base.code",
"position": [
2352,
1712
],
"parameters": {
"jsCode": "// Flexible Lowest Price Product Finder with Debugging\ntry {\n // STEP 1: Basic validation\n if (!items || !Array.isArray(items) || items.length === 0) {\n return [{\n json: {\n title: \"No Input Data\",\n price: 0,\n url: \"\",\n message: \"\u274c No items array provided or items is empty\",\n debug_info: `Items type: ${typeof items}, Length: ${items ? items.length : 'N/A'}`\n }\n }];\n }\n\n // STEP 2: Debug - let's see what data structure we're getting\n console.log(\"Total items received:\", items.length);\n console.log(\"First item structure:\", JSON.stringify(items[0], null, 2));\n\n // STEP 3: Try multiple ways to extract products\n const products = [];\n \n for (let i = 0; i < items.length; i++) {\n const item = items[i];\n let productData = null;\n \n // Method 1: Check if item.json exists\n if (item && item.json) {\n productData = item.json;\n }\n // Method 2: Check if item itself is the product\n else if (item) {\n productData = item;\n }\n \n if (productData) {\n // Try different field name variations\n const title = productData.title || productData.Title || productData.name || productData.Name || productData.product_name || \"\";\n const url = productData.url || productData.URL || productData.link || productData.Link || \"\";\n \n // Try different price field variations\n let price = productData.price || productData.Price || productData.cost || productData.Cost || productData.amount || 0;\n \n // Clean and convert price\n if (typeof price === 'string') {\n // Remove currency symbols and convert to number\n price = parseFloat(price.replace(/[\u20b9$,\\s]/g, '')) || 0;\n }\n \n // Check if we have valid data\n if (title && url && price > 0) {\n products.push({\n title: title.toString().trim(),\n price: parseFloat(price),\n url: url.toString().trim(),\n original_index: i\n });\n }\n }\n }\n\n // STEP 4: If no products found, return debug information\n if (products.length === 0) {\n // Let's create debug info about what we found\n const debugInfo = items.slice(0, 3).map((item, index) => {\n if (item && item.json) {\n return `Item ${index}: ${JSON.stringify(Object.keys(item.json))}`;\n } else if (item) {\n return `Item ${index}: ${JSON.stringify(Object.keys(item))}`;\n }\n return `Item ${index}: null/undefined`;\n }).join(', ');\n\n return [{\n json: {\n title: \"No Valid Products Found\",\n price: 0,\n url: \"\",\n message: `\u274c Could not find products with title, price, and URL\\n\\n\ud83d\udd0d Debug Info:\\n- Total items: ${items.length}\\n- Sample structures: ${debugInfo}\\n\\n\ud83d\udca1 Make sure your data has 'title', 'price', and 'url' fields`,\n debug_items_count: items.length,\n debug_sample_keys: debugInfo\n }\n }];\n }\n\n // STEP 5: Find the cheapest product\n let cheapestProduct = products[0];\n \n for (let i = 1; i < products.length; i++) {\n if (products[i].price < cheapestProduct.price) {\n cheapestProduct = products[i];\n }\n }\n\n // STEP 6: Return the result\n return [{\n json: {\n title: cheapestProduct.title,\n price: cheapestProduct.price,\n url: cheapestProduct.url,\n message: `\ud83c\udfc6 Lowest Price Product!\\n\\n\ud83d\udecd\ufe0f ${cheapestProduct.title}\\n\ud83d\udcb0 \u20b9${cheapestProduct.price}\\n\ud83d\udd17 ${cheapestProduct.url}\\n\\n\ud83d\udcca Found from ${products.length} valid products`\n }\n }];\n\n} catch (error) {\n return [{\n json: {\n title: \"Error Occurred\",\n price: 0,\n url: \"\",\n message: `\u274c Error: ${error.message}\\n\\n\ud83d\udd27 Stack: ${error.stack}`,\n error_type: error.name\n }\n }];\n}"
},
"typeVersion": 2
},
{
"id": "ef5e536e-d534-434d-a11b-51445ee64e50",
"name": "Google Sheets1",
"type": "n8n-nodes-base.googleSheets",
"position": [
1264,
624
],
"parameters": {
"columns": {
"value": {
"URL": "={{ $json.url }}",
"Title": "={{ $json.title }}",
"price": "={{ $json.initial_price }}"
},
"schema": [
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Title",
"type": "string",
"display": true,
"required": false,
"displayName": "Title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "price",
"type": "string",
"display": true,
"required": false,
"displayName": "price",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "eBay Feedback Monitor & Auto-Responder"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.6
},
{
"id": "a5c45179-20f9-47e5-b1c8-17d2601d713e",
"name": "Merge",
"type": "n8n-nodes-base.merge",
"position": [
1968,
1600
],
"parameters": {
"numberInputs": 8
},
"typeVersion": 3.2
},
{
"id": "97b1dc71-6715-41ae-a3a4-06c7bb15b94e",
"name": "Filter1",
"type": "n8n-nodes-base.filter",
"position": [
720,
640
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "50b8c92c-c011-4b5a-96a1-1a605b7bf996",
"operator": {
"type": "string",
"operation": "contains"
},
"leftValue": "={{ $json.title.toLowerCase().replace(/[^\\w\\s]/g, '').replace(/\\s+/g, ' ').trim() }}",
"rightValue": "={{ $('On form submission').item.json.SearchHere.toLowerCase().replace(/[^\\w\\s]/g, '').replace(/\\s+/g, ' ').trim() }}"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "800a9003-543e-49fa-a593-c02cbf6fba48",
"name": "If3",
"type": "n8n-nodes-base.if",
"position": [
-480,
1248
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "789b011a-4a0f-46fc-8014-e6c057fbd1f6",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "ready"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "6e71032d-2606-42d8-a515-3b6c4f4a73de",
"name": "Google Sheets2",
"type": "n8n-nodes-base.googleSheets",
"position": [
1248,
1184
],
"parameters": {
"columns": {
"value": {
"URL": "={{ $json.url }}",
"Title": "={{ $json.title }}",
"price": "={{ $json.price }}"
},
"schema": [
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Title",
"type": "string",
"display": true,
"required": false,
"displayName": "Title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "price",
"type": "string",
"display": true,
"required": false,
"displayName": "price",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "eBay Feedback Monitor & Auto-Responder"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.6
},
{
"id": "1963794a-2b4b-4a6f-99d3-045daea95c4c",
"name": "If4",
"type": "n8n-nodes-base.if",
"position": [
-480,
1504
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "e94645e8-55b8-44db-af04-b80eef13c434",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "ready"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "03f2ce44-9d5c-4d3a-8b38-9d82175dfbcf",
"name": "Google Sheets3",
"type": "n8n-nodes-base.googleSheets",
"position": [
1232,
1440
],
"parameters": {
"columns": {
"value": {
"URL": "={{ $json.url }}",
"Title": "={{ $json.title }}",
"price": "={{ $json.price }}"
},
"schema": [
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Title",
"type": "string",
"display": true,
"required": false,
"displayName": "Title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "price",
"type": "string",
"display": true,
"required": false,
"displayName": "price",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "eBay Feedback Monitor & Auto-Responder"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.6
},
{
"id": "b9e79c6e-f4af-4351-af81-d55461cfbf7a",
"name": "If5",
"type": "n8n-nodes-base.if",
"position": [
-464,
1792
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "8ce43e98-062c-4b9a-b0d7-5c43cd7e2ab7",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "ready"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "9570682b-014b-4ab0-8adc-2ab3a95f5efd",
"name": "Google Sheets4",
"type": "n8n-nodes-base.googleSheets",
"position": [
1200,
1728
],
"parameters": {
"columns": {
"value": {
"URL": "={{ $json.url }}",
"Title": "={{ $json.title }}",
"price": "={{ $json.price }}"
},
"schema": [
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Title",
"type": "string",
"display": true,
"required": false,
"displayName": "Title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "price",
"type": "string",
"display": true,
"required": false,
"displayName": "price",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "eBay Feedback Monitor & Auto-Responder"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.6
},
{
"id": "33aec097-56cf-43bc-b52f-ff38a61699f7",
"name": "If6",
"type": "n8n-nodes-base.if",
"position": [
-464,
2064
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "d0502f92-8f7a-432f-a2a9-27adad0f8459",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "ready"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "5a6c8a4f-4fea-49b2-90fb-523bc3eb42de",
"name": "Google Sheets5",
"type": "n8n-nodes-base.googleSheets",
"position": [
1232,
2000
],
"parameters": {
"columns": {
"value": {
"URL": "={{ $json.url }}",
"Title": "={{ $json.title }}",
"price": "={{ $json.price }}"
},
"schema": [
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Title",
"type": "string",
"display": true,
"required": false,
"displayName": "Title",
"defaultMatch": false,
"canBeUsedToMatch": true
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Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
anthropicApigoogleSheetsOAuth2ApitelegramApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
How this works
This workflow helps users track and compare prices across multiple online platforms by automatically scraping product data, analysing it with AI, and delivering results through Telegram. It suits e-commerce sellers, market researchers, and procurement teams who need timely pricing insights without manual checking. The key step is the AI Agent that interprets scraped data from Bright Data and formats clear price comparisons for immediate use.
Use it for regular price monitoring or competitor analysis where data changes frequently, but avoid it for one-off checks or sensitive personal data. Common variations include swapping Telegram for email alerts or adding more retail sites through extra HTTP requests.
About this workflow
This workflow contains community nodes that are only compatible with the self-hosted version of n8n.
Source: https://n8n.io/workflows/6408/ — original creator credit. Request a take-down →
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