Automated cover letter generator with Indeed job scraping and GPT-4o-mini
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 6 nodes and runs manually, when you click “Execute workflow”. Along the way it connects OpenAI Chat Model.
How it runs
Trigger: Manually, when you click “Execute workflow”.
- Set Search Term (Edit Fields (Set)): sets 2 fields: Search, Resume
- Search Indeed (HTTP Request): calls an HTTP API (POST)
- Cover Letter Writer (AI Agent): runs an AI agent, with model: OpenAI Chat Model; output parser: Structured Output Parser
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 (6)
- Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Manual Trigger
n8n-nodes-base.manualTrigger - HTTP Request
n8n-nodes-base.httpRequest - AI Agent
@n8n/n8n-nodes-langchain.agent - Edit Fields (Set)
n8n-nodes-base.set
From the author
This workflow automates the process of writing tailored cover letters for job applications. It: 1. Uses Apify’s Indeed Scraper to pull live job postings based on your chosen search term. 2. Sends the job description along with your resume into OpenAI, which…