Score LinkedIn leads against your ICP with Google Sheets, SourceGeek and Gemini
UnknownUnknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 9 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Gemini Chat Model, Google Sheets and Sourcegeek (community).
How it runs
Trigger: Manually, when you click “Execute workflow”.
- Get LinkedIn profile urls from sheet (Google Sheets): uses Google Sheets
- Get data from a linkedin profile (Sourcegeek): uses Sourcegeek
- AI Agent: runs an AI agent, with model: Google Gemini Chat Model; memory: Simple Memory
- JS code creating an array (Code): runs custom JavaScript code
- Loop Over Items (Loop Over Items (Split in Batches)): loops over the items in batches
- Update row in sheet (Google Sheets): update
Services it uses
Before you upgrade to n8n 3.0
We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).
- Check that n8n-nodes-sourcegeek is verified or supports 3.0 (used in Get data from a linkedin profile).
Nodes used (8)
- Manual Trigger
n8n-nodes-base.manualTrigger - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - Sourcegeek
n8n-nodes-sourcegeek.sourcegeek - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - Google Sheets
n8n-nodes-base.googleSheets - AI Agent
@n8n/n8n-nodes-langchain.agent - Code
n8n-nodes-base.code
From the author
How it works This template is using a LinkedIn User Profile in combination with your detailed Ideal Customer Profile (ICP) to create a score, including reasoning and outreach messages. It is manually triggered and uses a Google Sheet as an entry point. Inside…