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Weekly competitor content digest with Gemini & OpenAI, Google Sheets, and Firecrawl

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Weekly competitor content digest with Gemini & OpenAI, Google Sheets, and Firecrawl preview
Open on n8n.io

Important notice

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

1. Workflow Overview

Who is this template for? This workflow is perfect for competitive‑intel analysts, product managers, content marketers, and anyone who tracks multiple company blogs or news sources. If you need a w...

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.splitout, @n8n/n8n-nodes-langchain.outputparserstructured, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.stickynote, @n8n/n8n-nodes-langchain.lmchatgooglegemini, n8n-nodes-base.code, n8n-nodes-base.scheduletrigger

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Weekly competitor content digest with Gemini & OpenAI, Google Sheets, and Firecrawl
Workflow name
Weekly competitor content digest with Gemini & OpenAI, Google Sheets, and Firecrawl

Who is this template for? This workflow is perfect for competitive‑intel analysts, product managers, content marketers, and anyone who tracks multiple company blogs or news sources. If you need a weekly snapshot of fresh, on‑topic articles—without wading through dozens of tabs—this template is for you.

What does it do? The workflow reads a curated list of candidate URLs from Google Sheets, filters out duplicates and off‑topic pages with an AI agent, scrapes the surviving links, generates three‑sentence summaries, logs the results back to Sheets, and delivers a polished HTML digest to your inbox every week.

Why is it useful? Instead of manually opening competitor links, checking for relevance, copying highlights, and pasting them into reports, this automation does the grunt work for you. It turns scattered URLs into a searchable knowledge base and a ready‑to‑share email, freeing you to focus on insights and strategy—not housekeeping.

How does it work? A Sunday‑morning cron trigger kicks things off. The workflow pulls links from the Input Links tab, compares them to the existing Summary tab, and passes fresh candidates to an AI “bouncer” that keeps only blog posts, tutorials, news, and product updates. Firecrawl then scrapes each page; Gemini 2.5‑Flash and OpenAI condense the content into title, author, date, and summary. The structured data is appended to your Summary sheet and formatted into a company‑grouped HTML digest, which lands in your email before the workweek starts.

Set up steps

  1. Clone the workflow
  • Import the JSON into your n8n Cloud workspace.
  1. Create the Google Sheet
  • Make a new spreadsheet with two tabs: Input Links and Summary (names must match).
  • In Input Links, add columns Company, Page Type, and Link (or rename to match the node mapping).
  • Leave Summary blank—the workflow will populate it.
  • Copy the Sheet URL; you’ll paste it into two Google Sheets nodes.
  1. Add credentials (n8n ▸ Credentials)
  • Google Sheets OAuth2 – Authorise with the Google account that owns the spreadsheet.
  • Gmail OAuth2 – Authorise the Gmail account that should send the digest.
  • Firecrawl HTTP Header Auth – Set Authorization: Bearer <YOUR_FIRECRAWL_API_KEY>.
  1. Point nodes to your Sheet
  • Open each Google Sheets node (Input Links, Read_Url_Summary_Tool, Append row in sheet, Get row(s) in sheet).
  • Paste the Document ID (found in the Sheet URL) and select the correct tab (Input Links or Summary).
  1. Update email recipients
  • In the Send a message (Gmail) node, replace the sample addresses with your own distribution list.
  1. Adjust scheduling (optional)
  • Double‑click the Schedule Trigger node and change the cron expression if you prefer a different day/time.
  1. Tune AI models (optional)
  • OpenAI o4‑mini and Gemini 2.5‑Flash nodes default to cost‑efficient settings. Feel free to switch models or tweak temperature to suit your tone.
  1. Test with a single URL
  • Add one row in Input Links, then execute the workflow manually (▶ Run).
  • Verify that a new row appears in Summary and an email lands in your inbox.
  1. Go live
  • Activate the workflow (toggle in top bar).
  • Confirm the green status badge and wait for the next scheduled run.

Tip: The Firecrawl Free tier limits you to ~10 requests/min. If you scale beyond that, raise the batching interval in both Firecrawl nodes or upgrade your Firecrawl plan.

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 - Firecrawl_Links

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

Block 2 - Split Out

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

Block 3 - Structured Output Parser

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.2

Block 4 - Structured Output Parser2

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.2

Block 5 - Agent: Summarize Each URL

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 2

Block 6 - Sticky Note1

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

Block 7 - Sticky Note2

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

Block 8 - Gemini 2.5 Flash: Temp 0

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

Block 9 - Firecrawl_Markdown

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

Block 10 - Sticky Note

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 - Agent: Identify URLs to Crawl

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 2

Block 13 - Code

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

Block 14 - Sticky Note4

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

Block 15 - Schedule Trigger: Every Sun 5AM

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

Block 16 - Input Links

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.6

Block 17 - Read_Url_Summary_Tool

Type / Role
n8n-nodes-base.googleSheetsTool - googleSheetsTool
Config choices
Version 4.6

Block 18 - Sticky Note5

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

Block 19 - Append row in sheet

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.6

Block 20 - OpenAI o4-mini

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 21 - Get row(s) in sheet

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.6

Block 22 - Send a message

Type / Role
n8n-nodes-base.gmail - gmail
Config choices
Version 2.1

3. Summary Table

Workflow Weekly competitor content digest with Gemini & OpenAI, Google Sheets, and Firecrawl
Complexity advanced
Nodes 22
Categories Market Research, AI Summarization
Author Michael Yang
Published 29 Jul 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/6637/6637.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 Weekly competitor content digest with Gemini & OpenAI, Google Sheets, and Firecrawl do?

Who is this template for? This workflow is perfect for competitive‑intel analysts, product managers, content marketers, and anyone who tracks multiple company blogs or news sources. If you need a w...

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.