Davide Boizza This workflow corresponds to n8n.io template #8467 — we link there as the canonical source.
This workflow follows the Chainllm → Google Sheets 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": "OiCx43rgyxTX9aX2",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "Extract Recently added WF on n8n Community with ScrapeGraph AI",
"tags": [],
"nodes": [
{
"id": "f4c058a0-dc66-44aa-9f26-2f90c2410797",
"name": "When clicking \u2018Execute workflow\u2019",
"type": "n8n-nodes-base.manualTrigger",
"position": [
0,
256
],
"parameters": {},
"typeVersion": 1
},
{
"id": "98564822-d624-4bc9-b452-37740f62e460",
"name": "Google Gemini Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
896,
480
],
"parameters": {
"options": {}
},
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "343be8cc-6cc8-4c05-9240-41dfbd9b8b36",
"name": "Structured Output Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
1088,
464
],
"parameters": {
"autoFix": true,
"schemaType": "manual",
"inputSchema": "{\n\t\"type\": \"object\",\n\t\"workflows\": {\n\t\t\"title\": {\n\t\t\t\"type\": \"string\"\n\t\t},\n\t\t\"url\": {\n\t\t\t\"type\": \"string\"\n\t\t}\n\t}\n}"
},
"typeVersion": 1.3
},
{
"id": "8aea27b3-6a43-4914-97eb-0e25214ee3aa",
"name": "Loop Over Items",
"type": "n8n-nodes-base.splitInBatches",
"position": [
0,
1280
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "fab90f11-314e-4f2f-9432-5ce672f844af",
"name": "OpenAI Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
1040,
672
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-5-mini",
"cachedResultName": "gpt-5-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "f1c95437-e180-4818-8901-4275bf725f75",
"name": "Split Out",
"type": "n8n-nodes-base.splitOut",
"position": [
1776,
256
],
"parameters": {
"options": {},
"fieldToSplitOut": "workflows"
},
"typeVersion": 1
},
{
"id": "ca6e0807-ab1b-46e1-a8ea-9013e6119fb5",
"name": "Information Extractor",
"type": "@n8n/n8n-nodes-langchain.informationExtractor",
"position": [
816,
1296
],
"parameters": {
"text": "={{ $json.result }}",
"options": {},
"attributes": {
"attributes": [
{
"name": "categories",
"required": true,
"description": "Estrai le categorie a cui \u00e8 associato il flusso"
},
{
"name": "author",
"required": true,
"description": "Estrai il nome del creatore del flusso"
},
{
"name": "price",
"required": true,
"description": " Estrai se il flusso \u00e8 \"Use for free\" o il prezzo "
},
{
"name": "title",
"required": true,
"description": "Estrai il titolo del flusso traducendolo in italiano"
},
{
"name": "url",
"required": true,
"description": "Estrai l'url dal flusso"
},
{
"name": "id",
"required": true,
"description": "La parte numerica presente dopo la parte di url \"https://n8n.io/workflows/\""
}
]
}
},
"typeVersion": 1.2
},
{
"id": "9fa3021f-402a-4131-a7ab-2dce0097bedb",
"name": "Google Gemini Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
848,
1488
],
"parameters": {
"options": {}
},
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "2eaaad5f-36df-4813-8fb8-c6c44b1796cd",
"name": "Merge",
"type": "n8n-nodes-base.merge",
"position": [
1376,
1280
],
"parameters": {
"mode": "combine",
"options": {},
"combineBy": "combineAll"
},
"typeVersion": 3.2
},
{
"id": "acda6aea-ed77-4dcd-8f09-4a9fe509ac60",
"name": "Google Gemini Chat Model2",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
736,
1120
],
"parameters": {
"options": {}
},
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "d33f91da-d7fa-4a64-ab11-794b915db3ff",
"name": "Scrape main page",
"type": "n8n-nodes-scrapegraphai.scrapegraphAi",
"position": [
448,
256
],
"parameters": {
"resource": "markdownify",
"websiteUrl": "https://n8n.io/workflows/",
"renderHeavyJs": true
},
"credentials": {
"scrapegraphAIApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "8c9fe39f-d7c1-4e6c-a41c-a6044a613256",
"name": "Extract \"Recently added\"",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
960,
256
],
"parameters": {
"text": "={{ $json.result }}",
"batching": {},
"messages": {
"messageValues": [
{
"message": "=Sei un esperto nell'estrarre dati dal codice Markdwon. Dal documento che ti invio dovrare estrarre e mettere in un json tutti i \"title\" e l'\"url\" dei workflows nella sezione della pagina denominata \"Recently Added\". L'array deve chiamarsi \"workflows\"."
}
]
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.7
},
{
"id": "e321c8ae-7c93-4c37-9b3b-c5662865e4ea",
"name": "Set array",
"type": "n8n-nodes-base.set",
"position": [
1456,
256
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "b325ec1e-4500-41fb-9c51-9dfa5d4bd8e8",
"name": "workflows",
"type": "array",
"value": "={{ $json.output.workflows }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "9813a79f-abb9-489d-8dc8-c472272f6a9b",
"name": "Scrape single Workflow",
"type": "n8n-nodes-scrapegraphai.scrapegraphAi",
"position": [
304,
1296
],
"parameters": {
"resource": "markdownify",
"websiteUrl": "={{ $json.url }}",
"renderHeavyJs": true
},
"credentials": {
"scrapegraphAIApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "eba00924-48bc-43c5-b1b2-581323a78c1c",
"name": "Main content",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
816,
928
],
"parameters": {
"text": "={{ $json.result }}",
"batching": {},
"messages": {
"messageValues": [
{
"message": "=Sei un esperto di scraping in formato markdown. Trova ed Elimina il contenuto superfluo e resitutisci solo il mardkdown dell'articolo . Non inventarti nulla e attieniti al contenuto che ti viene fornito. Il markdown deve essere validato."
}
]
},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "3627ff64-f347-4ee5-9713-89f33c55dd4b",
"name": "Summarization content",
"type": "@n8n/n8n-nodes-langchain.googleGemini",
"position": [
1376,
928
],
"parameters": {
"modelId": {
"__rl": true,
"mode": "list",
"value": "models/gemini-2.5-flash",
"cachedResultName": "models/gemini-2.5-flash"
},
"options": {
"systemMessage": "=Riassumi in italiano lo scopo di questo flusso e gli strumenti utilizzati. Sii conciso e chiaro senza preamboli. Usa plain text"
},
"messages": {
"values": [
{
"content": "={{ $json.content }}"
}
]
}
},
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "9dab3f50-7e71-4513-bdef-fe6fb6e80949",
"name": "Set content",
"type": "n8n-nodes-base.set",
"position": [
1152,
928
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "1a1a3013-15be-49a6-b591-953f258adf16",
"name": "content",
"type": "string",
"value": "={{ $json.text }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "82087c68-80ed-4494-a6b7-d12729913f51",
"name": "Add row",
"type": "n8n-nodes-base.googleSheets",
"position": [
1728,
1280
],
"parameters": {
"columns": {
"value": {
"ID": "={{ $json.output.id }}",
"URL": "={{ $json.output.url }}",
"PRICE": "={{ $json.output.price }}",
"TITLE": "={{ $json.output.title }}",
"AUTHOR": "={{ $json.output.author }}",
"SUMMARY": "={{ $('Summarization content').item.json.content.parts[0].text }}",
"CATEGORIES": "={{ $json.output.categories }}"
},
"schema": [
{
"id": "ID",
"type": "string",
"display": true,
"required": false,
"displayName": "ID",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "TITLE",
"type": "string",
"display": true,
"required": false,
"displayName": "TITLE",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "AUTHOR",
"type": "string",
"display": true,
"required": false,
"displayName": "AUTHOR",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "CATEGORIES",
"type": "string",
"display": true,
"required": false,
"displayName": "CATEGORIES",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "SUMMARY",
"type": "string",
"display": true,
"required": false,
"displayName": "SUMMARY",
"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/1CnTq5kkHkdv8GPfGrjRkeK66R0XHOys25BF_Me2OX6I/edit#gid=0",
"cachedResultName": "Foglio1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1CnTq5kkHkdv8GPfGrjRkeK66R0XHOys25BF_Me2OX6I",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1CnTq5kkHkdv8GPfGrjRkeK66R0XHOys25BF_Me2OX6I/edit?usp=drivesdk",
"cachedResultName": "n8n with ScrapegraphAI"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.7
},
{
"id": "cf6dbb40-1fce-405b-93c5-2d53893289c4",
"name": "Schedule Trigger",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
-16,
80
],
"parameters": {
"rule": {
"interval": [
{}
]
}
},
"typeVersion": 1.2
},
{
"id": "2eac3bba-0b18-49e6-aec6-de53be3d1e28",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-32,
-384
],
"parameters": {
"color": 3,
"width": 1056,
"height": 208,
"content": "## Extract Recently added WF on n8n Community with ScrapeGraph AI\nThis is an example of advanced automated data extraction and enrichment pipeline with [ScrapeGraphAI](https://dashboard.scrapegraphai.com/?via=n3witalia). Its primary purpose is to systematically scrape the n8n community workflows website, extract detailed information about recently added workflows, process that data using multiple AI models, and store the structured results in a Google Sheets spreadsheet.\n\nThis workflow demonstrates a sophisticated use of n8n to move beyond simple API calls and into the realm of intelligent, AI-driven web scraping and data processing, turning unstructured website content into valuable, structured business intelligence.\n"
},
"typeVersion": 1
},
{
"id": "17fea3a0-814d-48d7-8aa6-5c0ed170da72",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-32,
-144
],
"parameters": {
"width": 1056,
"height": 144,
"content": "## STEPS\n- Register for FREE to [ScrapeGraphAI](https://dashboard.scrapegraphai.com/?via=n3witalia) and get the API Key\n- Install the ScrapeGraphAI community node in your n8n instance\n- Clone this [Google Sheet](https://docs.google.com/spreadsheets/d/1CnTq5kkHkdv8GPfGrjRkeK66R0XHOys25BF_Me2OX6I/edit?usp=sharing) and add it in \"Add row\" node"
},
"typeVersion": 1
}
],
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "61c24ad3-b637-4837-917c-6d2528bb6e85",
"connections": {
"Merge": {
"main": [
[
{
"node": "Add row",
"type": "main",
"index": 0
}
]
]
},
"Add row": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Set array": {
"main": [
[
{
"node": "Split Out",
"type": "main",
"index": 0
}
]
]
},
"Split Out": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Set content": {
"main": [
[
{
"node": "Summarization content",
"type": "main",
"index": 0
}
]
]
},
"Main content": {
"main": [
[
{
"node": "Set content",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[],
[
{
"node": "Scrape single Workflow",
"type": "main",
"index": 0
}
]
]
},
"Scrape main page": {
"main": [
[
{
"node": "Extract \"Recently added\"",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model1": {
"ai_languageModel": [
[
{
"node": "Structured Output Parser",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Information Extractor": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 1
}
]
]
},
"Summarization content": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
]
]
},
"Scrape single Workflow": {
"main": [
[
{
"node": "Information Extractor",
"type": "main",
"index": 0
},
{
"node": "Main content",
"type": "main",
"index": 0
}
]
]
},
"Extract \"Recently added\"": {
"main": [
[
{
"node": "Set array",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "Extract \"Recently added\"",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "Extract \"Recently added\"",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Google Gemini Chat Model1": {
"ai_languageModel": [
[
{
"node": "Information Extractor",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Google Gemini Chat Model2": {
"ai_languageModel": [
[
{
"node": "Main content",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"When clicking \u2018Execute workflow\u2019": {
"main": [
[
{
"node": "Scrape main page",
"type": "main",
"index": 0
}
]
]
}
}
}
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.
googlePalmApigoogleSheetsOAuth2ApiopenAiApiscrapegraphAIApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
This is an exaple of advanced automated data extraction and enrichment pipeline with ScrapeGraphAI. Its primary purpose is to systematically scrape the n8n community workflows website, extract detailed information about recently added workflows, process that data using multiple…
Source: https://n8n.io/workflows/8467/ — original creator credit. Request a take-down →
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