Generate tailored CV and Cover Letter from job links
Ready for 3.0Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 19 nodes and runs when an HTTP POST request hits its webhook URL. Along the way it connects Google Sheets, OpenRouter Chat Model and Google Docs.
How it runs
Trigger: When an HTTP POST request hits its webhook URL.
- Get data from google sheet (Google Sheets): uses Google Sheets
- Loop Over Job ID/Link (Loop Over Items (Split in Batches)): loops over the items in batches
- If: checks a condition and branches into true / false
- Get Web Data from Job Site (HTTP Request): calls an HTTP API
- Read CV from Disk (Read/Write Files from Disk): reads a file from disk
- Extract Job Data from Job Site (AI Agent): runs an AI agent, with model: Free AI Model
- Extract Data From CV (Extract from File): extracts data from a file (pdf)
- Merge: merges the data from its input branches
- CoverLetter Writer (AI Agent): runs an AI agent, with model: Free AI Model
- CV Writer (AI Agent): runs an AI agent, with model: Free AI Model
…plus 5 more steps. See the full node list below.
Services it uses
Before you upgrade to n8n 3.0
Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.
Nodes used (11)
- Merge
n8n-nodes-base.merge - AI Agent
@n8n/n8n-nodes-langchain.agent - Webhook
n8n-nodes-base.webhook - Google Sheets
n8n-nodes-base.googleSheets - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - If
n8n-nodes-base.if - HTTP Request
n8n-nodes-base.httpRequest - OpenRouter Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenRouter - Read/Write Files from Disk
n8n-nodes-base.readWriteFile - Extract from File
n8n-nodes-base.extractFromFile - Google Docs
n8n-nodes-base.googleDocs
From the author
How it works - - This Workflow automatically creates a new CV and Cover Letter based on the job description and your Current CV. How to set it up - - Create API keys for Google sheet Link, Google Docs Link and OpenRouter link -- If you do not know how to…