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Multi-platform source discovery with SerpAPI, DuckDuckGo, GitHub, Reddit & Bluesky

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Open on n8n.io

Important notice

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

1. Workflow Overview

Source Discovery Automatically Search More Up to Date Information Sources Overview Version : 1.0 This workflow utilizes various nodes to discover and analyze potential sources of information fro...

Best for

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

Tools used

n8n-nodes-base.stickynote, n8n-nodes-base.set, n8n-nodes-duckduckgo-search.duckduckgo, n8n-nodes-base.splitinbatches, n8n-nodes-base.splitout, n8n-nodes-bluesky-enhanced.bluesky, n8n-nodes-base.filter, n8n-nodes-base.merge

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Multi-platform source discovery with SerpAPI, DuckDuckGo, GitHub, Reddit & Bluesky
Workflow name
Multi-platform source discovery with SerpAPI, DuckDuckGo, GitHub, Reddit & Bluesky

Source Discovery - Automatically Search More Up-to-Date Information Sources

đŸŽŦ Overview

Version : 1.0

This workflow utilizes various nodes to discover and analyze potential sources of information from platforms like Google, Reddit, GitHub, Bluesky, and others. It is designed to streamline the process of finding relevant sources based on specified search themes.

✨ Features

  • Automated source discovery from multiple platforms.
  • Filtering of existing and undesired sources.
  • Error handling for API requests.
  • User-friendly configuration options.

👤 Who is this for?

This workflow is ideal for researchers, content marketers, journalists, and anyone looking to efficiently gather and analyze information from various online sources.

💡 What problem does this solve?

This workflow addresses the challenge of manually searching for relevant information sources, saving time and effort while ensuring that users have access to the most pertinent content. Ideal use-cases include:

  • Resource Compilation for Academic and Educational Purposes
  • Journalism and Research
  • Content Marketing
  • Competitor Analysis

🔍 What this workflow does

The workflow gathers data from selected platforms through search terms. It filters out known and undesired sources, analyzes the content, and provides insights into potential sources relevant to the user's needs.

🔄 Workflow Steps

1. Search Queries

  • Fetch sources using SerpAPI search, DuckDuckGo, and Bluesky.
  • Utilizes GitHub repositories to find relevant links.
  • Leverages RSS feeds from subreddits to identify potential sources.

2. Filtering Step

  • Removes existing and undesired sources from the results.

3. Source Selection

  • Analyzes the content of the identified sources for relevance.

📌 Expected Input / Configuration

The workflow is primarily configured via the Configure Workflow Args (Manual) node or the Global Variables custom node.

  • Search themes: Keywords or phrases relevant to the desired content.
  • Lists of known sources and undesired sources for filtering.

đŸ“Ļ Expected Output

A curated list of potential sources relevant to the specified search themes, along with insights into their content.

📌 Example

âš™ī¸ n8n Setup Used

  • n8n version: 1.105.3
  • n8n-nodes-serpapi: 0.1.6
  • n8n-nodes-globals: 1.1.0
  • n8n-nodes-bluesky-enhanced: 1.6.0
  • n8n-nodes-duckduckgo-search: 30.0.4
  • LLM Model: mistral-small-latest (API)
  • Platform: Podman 4.3.1 on Linux
  • Date: 2025-08-06

⚡ Requirements to Use / Setup

âš ī¸ Notes, Assumptions & Warnings

  • Ensure compliance with the terms of service of any platforms accessed or discovered in this workflow, particularly concerning data usage and attribution.
  • Monitor API usage to avoid hitting rate limits.
  • The workflow may encounter errors such as 403 responses; in such cases, it will continue by ignoring the affected substep.
  • Duplicate removal is applied, but occasional overlaps might still appear depending on the sources.
  • This workflow assumes familiarity with n8n, APIs, and search engines.
  • Using AI agents (Mistral or substitute LLMs) requires access to their API services and keys.
  • This is not a Curator of News. It is designed to find websites that are relevant and useful to your searches. If you are looking for a relevant news selector, please check this workflow.

â„šī¸ About Us

This workflow was developed by the Hybroht team. Our goal is to create tools that harness the possibilities of technology and more. We aim to continuously improve and expand functionalities based on community feedback and evolving use cases. For questions, reach out via [email protected].


âš–ī¸ Warranty & Legal Notice

This free workflow is provided "as-is" without any warranties of any kind, either express or implied, including but not limited to the implied warranties of merchantability, fitness for a particular purpose, or non-infringement.

By using this workflow, you acknowledge that you do so at your own risk. We shall not be held responsible for any damages, losses, or liabilities arising from the use or inability to use this workflow, including but not limited to any direct, indirect, incidental, or consequential damages.

It is your responsibility to ensure that your use of this workflow complies with all applicable laws and regulations.


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 Note17

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

Block 2 - Filter Fields

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

Block 3 - DuckDuckGo

Type / Role
n8n-nodes-duckduckgo-search.duckDuckGo - duckDuckGo
Config choices
Version 1

Block 4 - Loop Over Items (Search)

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

Block 5 - Split Out

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

Block 6 - Bluesky Search

Type / Role
n8n-nodes-bluesky-enhanced.bluesky - bluesky
Config choices
Version 2

Block 7 - Edit Fields (Bluesky)

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

Block 8 - Remove Elements with Empty Links

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

Block 9 - Merge1

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3.2

Block 10 - Google_news search

Type / Role
n8n-nodes-serpapi.serpApi - serpApi
Config choices
Version 1

Block 11 - Filter Fields for Loop

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

Block 12 - Split Out News Results

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

Block 13 - Sticky Note27

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

Block 14 - Schedule

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.2

Block 15 - Sticky Note12

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

Block 16 - Sticky Note30

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

Block 17 - Merge

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3.1

Block 18 - Remove Duplicates

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

Block 19 - Remove Empty

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

Block 20 - Remove Existing Content

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

Block 21 - Get Base URL

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

Block 22 - Leave Remaining Sources

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

Block 23 - Remove Duplicates Urls

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

Block 24 - Configure Workflow Args

Type / Role
n8n-nodes-globals.globalConstants - globalConstants
Config choices
Version 1

Showing the first 24 of 68 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Multi-platform source discovery with SerpAPI, DuckDuckGo, GitHub, Reddit & Bluesky
Complexity advanced
Nodes 68
Categories Market Research, AI Summarization
Author Hybroht
Published 06 Aug 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/7074/7074.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 Multi-platform source discovery with SerpAPI, DuckDuckGo, GitHub, Reddit & Bluesky do?

Source Discovery Automatically Search More Up to Date Information Sources Overview Version : 1.0 This workflow utilizes various nodes to discover and analyze potential sources of information fro...

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.