InfraNodus This workflow corresponds to n8n.io template #6245 — we link there as the canonical source.
This workflow follows the Form → Form Trigger recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
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{
"id": "NVYTk6MsFOtt7oz1",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "Optimize Your Top Performing Website Content: Google Analytics, Firecrawl, and InfraNodus",
"tags": [
{
"id": "E52i6BJ7Ht6yF3OB",
"name": "Productivity",
"createdAt": "2025-06-04T10:29:27.533Z",
"updatedAt": "2025-06-04T10:29:27.533Z"
},
{
"id": "MyFEaUe9Eo4t7SvF",
"name": "SEO",
"createdAt": "2025-05-20T13:16:17.982Z",
"updatedAt": "2025-05-20T13:16:17.982Z"
},
{
"id": "kldZpTCan1suEN8v",
"name": "Marketing",
"createdAt": "2025-05-20T13:16:20.459Z",
"updatedAt": "2025-05-20T13:16:20.459Z"
}
],
"nodes": [
{
"id": "d891e465-f85d-4496-a17e-8def7784e7d0",
"name": "InfraNodus Save to Graph",
"type": "n8n-nodes-base.httpRequest",
"position": [
1260,
280
],
"parameters": {
"url": "https://infranodus.com/api/v1/graphAndStatements?doNotSave=false&includeGraph=false&includeGraphSummary=true&includeGraph=false",
"method": "POST",
"options": {},
"sendBody": true,
"authentication": "genericCredentialType",
"bodyParameters": {
"parameters": [
{
"name": "name",
"value": "top_support_pages"
},
{
"name": "text",
"value": "={{ $json.data.markdown }}"
},
{
"name": "=categories",
"value": "=[filename: {{ $('Loop Over Items').item.json.pagePath .slice(0,16)}}]"
},
{
"name": "contextSettings",
"value": "={{{ \"squareBracketsProcessing\":\"IGNORE_BRACKETS\"} }}"
}
]
},
"genericAuthType": "httpBearerAuth"
},
"credentials": {
"httpBearerAuth": {
"name": "<your credential>"
}
},
"typeVersion": 4.2
},
{
"id": "3b5a882d-eba5-4303-bd0f-b55bb9dc3c80",
"name": "Google Analytics",
"type": "n8n-nodes-base.googleAnalytics",
"position": [
260,
180
],
"parameters": {
"limit": 30,
"dateRange": "last30days",
"metricsGA4": {
"metricValues": [
{
"listName": "screenPageViews"
}
]
},
"propertyId": {
"__rl": true,
"mode": "list",
"value": "367609797",
"cachedResultUrl": "https://analytics.google.com/analytics/web/#/p367609797/",
"cachedResultName": "NodusLabs Support - GA4"
},
"dimensionsGA4": {
"dimensionValues": [
{
"name": "pagePath",
"listName": "other"
}
]
},
"additionalFields": {}
},
"credentials": {
"googleAnalyticsOAuth2": {
"name": "<your credential>"
}
},
"typeVersion": 2
},
{
"id": "9b026c0e-b5e8-4269-875f-25020808cf2f",
"name": "Code",
"type": "n8n-nodes-base.code",
"position": [
460,
200
],
"parameters": {
"jsCode": "// Loop over input items and add a new field called 'myNewField' to the JSON of each one\nfor (const item of $input.all()) {\n item.json.fullUrl = \"https://support.noduslabs.com\" + item.json.pagePath\n}\n\nreturn $input.all();"
},
"typeVersion": 2
},
{
"id": "053de933-9cb0-454e-b504-7e51b9fce532",
"name": "Loop Over Items",
"type": "n8n-nodes-base.splitInBatches",
"position": [
700,
200
],
"parameters": {
"options": {
"reset": false
}
},
"typeVersion": 3
},
{
"id": "5b9a3e4d-ebeb-4ced-b4f3-f8d871d40351",
"name": "InfraNodus GraphRAG Summary",
"type": "n8n-nodes-base.httpRequest",
"position": [
980,
-240
],
"parameters": {
"url": "https://infranodus.com/api/v1/graphAndAdvice?doNotSave=true&includeGraph=false&includeGraphSummary=true",
"method": "POST",
"options": {},
"sendBody": true,
"authentication": "genericCredentialType",
"bodyParameters": {
"parameters": [
{
"name": "name",
"value": "top_support_pages"
},
{
"name": "requestMode",
"value": "=summary"
},
{
"name": "aiTopics",
"value": "true"
}
]
},
"genericAuthType": "httpBearerAuth"
},
"credentials": {
"httpBearerAuth": {
"name": "<your credential>"
}
},
"typeVersion": 4.2
},
{
"id": "87d3b8f9-0b29-4f59-80d0-c24506c1672d",
"name": "Form",
"type": "n8n-nodes-base.form",
"position": [
1260,
-240
],
"parameters": {
"operation": "completion",
"respondWith": "showText",
"responseText": "=<br>\n<h1>Top Content Summary</h1>\n<h3>{{ $json.aiAdvice[0].text }}</h3>\n<br>\n<h1>Main Topics</h1>\n<h3>{{ $json.graphSummary }}</h3>"
},
"typeVersion": 1
},
{
"id": "ab6c3d18-e864-4d7a-882d-640433d89692",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-40,
-1000
],
"parameters": {
"color": 4,
"width": 720,
"height": 820,
"content": "# Optimize Your Top Performing Website Content\n\n## What are the main topics your customers are interested in? \n## What new content could you create for them?\n\n### 1. Gets the top pages from your Google Analytics account\n### 2. Extracts text from them using Firecrawl API\n### 3. Generates a knowledge graph with [InfraNodus](https://infranodus.com) for all the pages\n### 4. Extracts the main topical clusters from the knowledge graph\n### 5. Finds the gaps between the clusters = opportunities for new content\n\n"
},
"typeVersion": 1
},
{
"id": "4b064223-fd1f-4908-9989-88460d674ffe",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-40,
-140
],
"parameters": {
"width": 200,
"height": 280,
"content": "## 1. Trigger the workflow"
},
"typeVersion": 1
},
{
"id": "b6947c22-985b-4930-8e2c-e8cacbf10999",
"name": "On form submission",
"type": "n8n-nodes-base.formTrigger",
"position": [
0,
-20
],
"parameters": {
"options": {},
"formTitle": "Launch Analysis",
"formDescription": "This workflow will analyze top visited pages in a Google Analytics property you select and reveal the main topics inside."
},
"typeVersion": 2.2
},
{
"id": "e38ad0da-6f9c-4fc3-98b5-96f0d3306342",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
200,
-140
],
"parameters": {
"width": 200,
"height": 480,
"content": "## 2. Get top pages from your Google Analytics account\n\n\ud83d\udea8 Specify and connect your Google Analytics account here"
},
"typeVersion": 1
},
{
"id": "c25a4cff-fb5f-4c84-8600-13a3c98784e4",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
420,
-140
],
"parameters": {
"width": 200,
"height": 480,
"content": "## 3. Fix analytics links\n\n\ud83d\udea8 Add the website name as a prefix to extracted links from Analytics"
},
"typeVersion": 1
},
{
"id": "149613e6-a11b-4749-85fd-f6c0322ee1bd",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
660,
-140
],
"parameters": {
"width": 200,
"height": 480,
"content": "## 4. Loop through each URL page"
},
"typeVersion": 1
},
{
"id": "fb3050ec-f4e6-424e-8f1e-7152791b8001",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
100
],
"parameters": {
"width": 200,
"height": 400,
"content": "## 5. Scrape and extract text from each URL\n\n\ud83d\udea8 Add your [Firecrawl API key](firecrawl.dev) here"
},
"typeVersion": 1
},
{
"id": "d517976a-f792-4d67-ac30-0b3e297a04c0",
"name": "URL to Markdown with Firecrawl",
"type": "n8n-nodes-base.httpRequest",
"position": [
960,
300
],
"parameters": {
"url": "https://api.firecrawl.dev/v1/scrape",
"method": "POST",
"options": {},
"sendBody": true,
"authentication": "genericCredentialType",
"bodyParameters": {
"parameters": [
{
"name": "url",
"value": "={{ $json.fullUrl }}"
}
]
},
"genericAuthType": "httpBearerAuth"
},
"credentials": {
"httpBearerAuth": {
"name": "<your credential>"
}
},
"typeVersion": 4.2
},
{
"id": "e8a79940-f810-439d-b094-1a06c6550862",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"position": [
1200,
20
],
"parameters": {
"width": 200,
"height": 480,
"content": "## 6. Save Text to InfraNodus Knowledge Graph\n\n\ud83d\udea8 Add your [InfraNodus](https://infranodus.com) key and specify the graph to save to"
},
"typeVersion": 1
},
{
"id": "5ac8c100-f1f2-4b17-9187-1b32d06b0a4c",
"name": "Sticky Note7",
"type": "n8n-nodes-base.stickyNote",
"position": [
920,
-540
],
"parameters": {
"width": 200,
"height": 540,
"content": "## 7. Get the main topics from the graph\n\n\ud83d\udea8 Add your [InfraNodus](https://infranodus.com) key and specify the same graph name as in Step 6"
},
"typeVersion": 1
},
{
"id": "4b51a22d-3c9f-4c3d-915e-197986ccd0f1",
"name": "Sticky Note8",
"type": "n8n-nodes-base.stickyNote",
"position": [
1200,
-540
],
"parameters": {
"width": 200,
"height": 520,
"content": "## 8. Display the final result\n\n### Optionally: you can send the result to your Slack channel or via email. Or link it to a content creation workflow."
},
"typeVersion": 1
}
],
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "28265123-7003-43e7-81fe-db737067ca43",
"connections": {
"Code": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[
{
"node": "InfraNodus GraphRAG Summary",
"type": "main",
"index": 0
}
],
[
{
"node": "URL to Markdown with Firecrawl",
"type": "main",
"index": 0
}
]
]
},
"Google Analytics": {
"main": [
[
{
"node": "Code",
"type": "main",
"index": 0
}
]
]
},
"On form submission": {
"main": [
[
{
"node": "Google Analytics",
"type": "main",
"index": 0
}
]
]
},
"InfraNodus Save to Graph": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"InfraNodus GraphRAG Summary": {
"main": [
[
{
"node": "Form",
"type": "main",
"index": 0
}
]
]
},
"URL to Markdown with Firecrawl": {
"main": [
[
{
"node": "InfraNodus Save to Graph",
"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.
googleAnalyticsOAuth2httpBearerAuth
Pro
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About this workflow
This templates helps you extract the top performing pages from your website using Google Analytics scrape the content of the pages using Firecrawl API (HTTP node provided) build a knowledge graph for all these pages with the topics and gaps identified using InfraNodus understand…
Source: https://n8n.io/workflows/6245/ — original creator credit. Request a take-down →
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