Detect misinformation and manipulation risks with GPT-4o agents and Google Sheets
How It Works This workflow automates misinformation and information manipulation detection using a coordinated multi-agent AI architecture. It is designed for trust and safety teams, media analysts, researchers, and platform moderators who need scalable, structured threat assessment. The pipeline begins when a trigger initiates content analysis. A central Misinformation Detection supervisor agent coordinates three specialised sub-agents: a Narrative Pattern Detector that identifies recurring dis
At a glance
Detect misinformation and manipulation risks with GPT-4o agents and Google Sheets is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Google Sheets, OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- Google Sheets, OpenAI
- Modules
- 17
- Price
- Free
- Version
- v1.0

About this workflow
How It Works This workflow automates misinformation and information manipulation detection using a coordinated multi-agent AI architecture. It is designed for trust and safety teams, media analysts, researchers, and platform moderators who need scalable, structured threat assessment. The pipeline begins when a trigger initiates content analysis. A central Misinformation Detection supervisor agent coordinates three specialised sub-agents: a Narrative Pattern Detector that identifies recurring disinformation themes via semantic clustering, a Bot Behaviour Analyser that detects coordinated inauthentic activity using propagation and temporal pattern tools, and a Manipulation Technique Classifier that maps content to known influence tactics using a risk heatmap and taxonomy tools. Each agent uses a dedicated AI model and memory. Results are passed to a structured output parser, formatted for readability, and appended to Google Sheets for ongoing risk tracking and audit. Setup Steps 1. Connect OpenAI credentials to Supervisor, Narrative, Bot, and Manipulation classifier model nodes. 2. Configure Google Sheets credentials and set target spreadsheet ID in the Store Risk Assessment node. 3. Set memory buffer windows in each sub-agent's Memory node to match your analysis context length. Prerequisites - Google Sheets API credentials - n8n instance (v1.0+) - Access to propagation/temporal data APIs - Google account with target Sheet pre-created Use Cases - Platform trust and safety teams flagging viral misinformation campaigns Customisation - Replace Google Sheets with a database or SIEM output Benefits - Parallel multi-agent analysis cuts manual review time significantly
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
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- JSON blueprint — instant download
- Setup guide PDF included
- 5 downloads · valid 30 days
- Works with n8n
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