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Extract sitemap URLs in bulk via chat and export them to a CSV download link

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Extract sitemap URLs in bulk via chat and export them to a CSV download link preview
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1. Workflow Overview

Extracting URLs from multiple XML sitemaps manually is tedious, and combining them into a single usable file is time consuming. This workflow solves this by acting as an automated bulk extractor. Y...

Best for

  • Document Extraction automation workflows
  • AI Chatbot automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.stickynote, @n8n/n8n-nodes-langchain.chattrigger, n8n-nodes-base.httprequest, n8n-nodes-base.code, n8n-nodes-base.if, @n8n/n8n-nodes-langchain.chat, n8n-nodes-base.aggregate, n8n-nodes-base.wait

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Extract sitemap URLs in bulk via chat and export them to a CSV download link
Workflow name
Extract sitemap URLs in bulk via chat and export them to a CSV download link

Extracting URLs from multiple XML sitemaps manually is tedious, and combining them into a single usable file is time-consuming. This workflow solves this by acting as an automated bulk extractor. You simply paste multiple XML sitemap URLs into the chat, and the workflow validates the links, safely downloads the data, flattens all the URLs into a single standardized list, and provides a direct link to download the combined CSV file.

How It Works

  • Phase 1: Input & Validation: The workflow listens for the user to submit a text message containing one or more sitemap URLs. It then parses the input into an array of URLs and flags any invalid entries, limiting the request to a maximum of 10 sitemap URLs.
  • Phase 2: Bulk Data Fetching & Triage: It executes HTTP GET requests to download the raw XML data from the valid URLs. The workflow safely routes successful fetches forward while isolating exact URLs that failed to download so they can be accurately reported back to the user. A delay node ensures error messages regarding failed URLs are delivered to the chat before final success messages.
  • Phase 3: Parsing & Extraction Loop: The workflow iterates through the successfully downloaded sitemaps one by one. It converts the raw XML into a JSON object, scans for nested sitemap indexes, and flattens the nested array of URLs into individual items.
  • Phase 4: Output & Delivery: It compiles the massive, flattened list of standardized URLs into a single binary CSV file. This file is uploaded to an external file-hosting service (uguu.se) to bypass chat attachment limits, and a final public download link is sent to the user alongside the total number of URLs extracted.

Key Features

  • Automated Triage: Provides immediate, clear chat feedback on exactly which sitemap URLs failed to download or were nested index files. This allows the rest of the loop to continue processing valid sitemaps without crashing.
  • Data Standardization: Maps raw URL strings and <lastmod> tags to clean, consistent field names before compiling the final document.
  • Batch Processing: Utilizes a loop to ensure each XML payload is individually parsed and safely processed without overloading the workflow's memory.

Dependencies & Limitations

  • Nested Indexes: This workflow does not recursively scrape nested sitemap indexes (sitemaps inside sitemaps). If detected, it skips the file, alerts the user in the chat, and continues processing the rest of your valid sitemaps.
  • Batch Limits: Users are restricted to submitting a maximum of 10 sitemap URLs per request.
  • Memory Limits: Processing dozens of massive sitemaps (e.g., 50,000+ URLs each) simultaneously may cause memory timeout errors depending on your specific n8n server resources.
  • External File Hosting: The workflow uses a generic HTTP Request to POST the binary CSV to a temporary public host (uguu.se), meaning files will typically expire and be deleted within 24-48 hours. You can swap this node for AWS S3, Google Drive, or Dropbox if you prefer private storage.

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 - Sticky Note

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

Block 2 - Sticky Note1

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

Block 3 - Listen for Bulk URLs

Type / Role
@n8n/n8n-nodes-langchain.chatTrigger - chatTrigger
Config choices
Version 1.4

Block 4 - Fetch XML Data

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 5 - Parse & Validate URLs

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

Block 6 - Check for Validation Errors

Type / Role
n8n-nodes-base.if - if
Config choices
Version 2.3

Block 7 - Alert User: Invalid URLs

Type / Role
@n8n/n8n-nodes-langchain.chat - chat
Config choices
Version 1

Block 8 - Cache Validated URLs

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

Block 9 - Format Successful Data

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

Block 10 - Aggregate Successful Data

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

Block 11 - Delay Chat Sequence

Type / Role
n8n-nodes-base.wait - wait
Config choices
Version 1.1

Block 12 - Alert User: Accessible URLs

Type / Role
@n8n/n8n-nodes-langchain.chat - chat
Config choices
Version 1

Block 13 - Isolate Failed URLs

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

Block 14 - Aggregate Failed URLs

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

Block 15 - Alert User: Failed URLs

Type / Role
@n8n/n8n-nodes-langchain.chat - chat
Config choices
Version 1

Block 16 - Process Each Sitemap

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

Block 17 - Parse XML Data

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

Block 18 - Scan for Sitemap Indexes

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

Block 19 - Check if Nested Index

Type / Role
n8n-nodes-base.if - if
Config choices
Version 2.3

Block 20 - Alert User: Nested Index Found

Type / Role
@n8n/n8n-nodes-langchain.chat - chat
Config choices
Version 1

Block 21 - Isolate Individual URLs

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

Block 22 - Standardize URL Data

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 23 - Generate CSV File

Type / Role
n8n-nodes-base.convertToFile - convertToFile
Config choices
Version 1.1

Block 24 - Upload CSV to Host

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Showing the first 24 of 54 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Extract sitemap URLs in bulk via chat and export them to a CSV download link
Complexity advanced
Nodes 54
Categories Document Extraction, AI Chatbot
Author Siddharth Gupta
Published 02 May 2026

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/15444/15444.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 Extract sitemap URLs in bulk via chat and export them to a CSV download link do?

Extracting URLs from multiple XML sitemaps manually is tedious, and combining them into a single usable file is time consuming. This workflow solves this by acting as an automated bulk extractor. Y...

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 Document Extraction, AI Chatbot use case.