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Analyze and optimize top website content using Google Analytics, Firecrawl and InfraNodus

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Optimize Your Top Performing Website Content with Google Analytics, Firecrawl, and InfraNodus This templates helps you extract the top performing pages from your website using Google Analytics scra...

Best for

  • Market Research automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.httprequest, n8n-nodes-base.googleanalytics, n8n-nodes-base.code, n8n-nodes-base.splitinbatches, n8n-nodes-base.form, n8n-nodes-base.stickynote, n8n-nodes-base.formtrigger

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by InfraNodus.

Original n8n.io source

1.1 Workflow description

Title
Analyze and optimize top website content using Google Analytics, Firecrawl and InfraNodus
Workflow name
Analyze and optimize top website content using Google Analytics, Firecrawl and InfraNodus

Optimize Your Top Performing Website Content with Google Analytics, Firecrawl, and InfraNodus

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 the main concepts and topical clusters in your top-performing content, so you can create more of it, while also identifying the content gaps — structural holes between the topics that you can use to generate new content ideas
  • have access to a knowledge graph visualization of your top performing content to explore it using the interactive network interface

How it works

This template uses the InfraNodus to visualize and analyze your top performing content.

It will extract the top pages from the Google Analytics data for the website you choose and scrape their text content using the high-quality Firecrawl API. Then it will ingest every page into an InfraNodus graph you specify. The graph can be used to explore the content visually. The insights from the graph, such as the main topics and gaps between them will be shown to you in the end of the workflow.

You can use these insights to understand

  • what kind of content you should focus on creating to get the highest number of views and to establish topical authority in your area, which is good for SEO and LLM optimization — focusing on the topics identified in the top content
  • discover the content gaps — which topics are not connected yet that you could link with new content ideas and publish — this caters to your audience's interests, but connects your existing ideas in a new way. So you deliver the content that's relevant but also novel.

Here's a description step by step:

Note: you can replace the PDF to Text convertor node with a better quality PDF convertor from ConvertAPI which respects the original file layout and doesn't split text into small chunks

  1. Trigger the workflow
  2. Extract a list of top (25, 50) pages from your Google Analytics account (you'll need to connect it via the Google Cloud API)
  3. Fix the extracted data and add a correct URL prefix to each page (if your Analytics has relative paths only
  4. Loop through each page extracted
  5. Extract the text content of every page using the high-quality Firecrawl API
  6. Ingest the text content into the InfraNodus graph that you specify
  7. Once all the pages are ingested into the InfraNodus graph, access the AI insights endpoint in InfraNodus and get the information about the main topics and gaps
  8. Display this information to the user

How to use

You need an InfraNodus API account and key to use this workflow.

Requirements

  • An InfraNodus account and API key
  • Optional: A Google Analytics account for your property (alternatively, you can modify this workflow to provide a list of the most popular pages)
  • Optional: A Google Cloud API access (to access the data from Google Analytic saccount — follow the n8n instructions)
  • Optional: A Firecrawl API key API key for better quality web page scraping (otherwise, use the standard HTTP to Text node from n8n)

Customizing this workflow

You can customize this workflow by using a list of the URL pages you want to analyze from a Google sheet. Alternatively, you can use the Google SERP node to extract top search results for a query and get the main topics for them.

For support and feedback, please, contact us at https://support.noduslabs.com

To learn more about InfraNodus: https://infranodus.com

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - InfraNodus Save to Graph

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 2 - Google Analytics

Type / Role
n8n-nodes-base.googleAnalytics - googleAnalytics
Config choices
Version 2

Block 3 - Code

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 4 - Loop Over Items

Type / Role
n8n-nodes-base.splitInBatches - splitInBatches
Config choices
Version 3

Block 5 - InfraNodus GraphRAG Summary

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 6 - Form

Type / Role
n8n-nodes-base.form - form
Config choices
Version 1

Block 7 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 8 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 9 - On form submission

Type / Role
n8n-nodes-base.formTrigger - formTrigger
Config choices
Version 2.2

Block 10 - Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 11 - Sticky Note3

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 12 - Sticky Note4

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 13 - Sticky Note5

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 14 - URL to Markdown with Firecrawl

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 15 - Sticky Note6

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 16 - Sticky Note7

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 17 - Sticky Note8

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

3. Summary Table

Workflow Analyze and optimize top website content using Google Analytics, Firecrawl and InfraNodus
Complexity advanced
Nodes 17
Categories Market Research, AI Summarization
Author InfraNodus
Published 21 Jul 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/6245/6245.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Analyze and optimize top website content using Google Analytics, Firecrawl and InfraNodus do?

Optimize Your Top Performing Website Content with Google Analytics, Firecrawl, and InfraNodus This templates helps you extract the top performing pages from your website using Google Analytics scra...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Market Research, AI Summarization use case.