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Firecrawl
Linkedin
Mem0

Scrape, Deduplicate, Post to LinkedIn, and Archive Content

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Daniel Freyby Daniel Frey
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Workflow Steps

1
Scrape the target URL (https://fivetimesfaster.com) to retrieve the full content for processing.
Using: FIRECRAWL
Firecrawl
2
Retrieve the current user's LinkedIn profile information, specifically the Author URN, required for creating a post.
Using: LINKEDIN
Linkedin
3
Use the LLM to summarize the scraped content, extract key insights, generate a professional LinkedIn post draft (commentary), and create a concise semantic search query for deduplication.
Using: LLM
Llmwhisperer
4
Perform a semantic search against Mem0 using the generated query to check for existing, similar content.
Using: MEM0
Mem0
5
Analyze the semantic search results. If the highest similarity score is greater than 0.85, mark the content as a duplicate and set the skip flag. Otherwise, proceed to approval.
Using: LLM
Llmwhisperer
6
Pause execution and request user approval to publish the generated LinkedIn post draft. This step only runs if 4.0 determined the content is unique.
Using: interrupt()
7
Publish the approved commentary to LinkedIn using the fetched Author URN.
Using: LINKEDIN
Linkedin
8
Archive the original content, the generated post, and the resulting LinkedIn URL in Mem0 for future deduplication and reference. This step only runs if the post was successfully created.
Using: MEM0
Mem0
9
Generate a final report summarizing the workflow outcome, including success status, post URL, or reason for skipping.
Using: LLM
Llmwhisperer

About This Template

Turn any URL into a high-quality LinkedIn post, avoid duplicates, then publish with a human approval gate

How to Use This Template

  1. Click "Use This Template" to open the template in your workspace
  2. Our AI will ask you questions to customize the workflow for your needs
  3. Connect the required integrations (Firecrawl, Linkedin, Mem0)
  4. Review and activate your customized workflow

Required Integrations

FirecrawlFirecrawl
LinkedinLinkedin
Mem0Mem0

Created by

Daniel Frey
Daniel Frey
Template Creator

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