Templates / AI-powered cover letter generator with resume matching & Google Docs

AI-powered cover letter generator with resume matching & Google Docs

Ready for 3.0

by Joel Gamble · 502 views · created 2025-12-16 · Document Extraction, Multimodal AI

Ready 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 9 nodes and runs when someone submits an n8n form (“Job Description”) (plus 1 other trigger). Along the way it connects OpenRouter Chat Model and Google Docs.

How it runs

Trigger: When someone submits an n8n form (“Job Description”) (plus 1 other trigger).

  1. Configuration (Edit Fields (Set)): sets 1 field: resume
  2. Write Cover Letter (AI Agent): runs an AI agent, with model: OpenRouter Chat Model; output parser: Structured Output Parser
  3. Create Cover Letter (Google Docs): uses Google Docs
  4. Populate Cover Letter (Google Docs): update
  5. Download Cover Letter (n8n Form): shows the next form page

Services it uses

OpenRouter Chat ModelGoogle Docs

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 (8)

From the author

This workflow generates a tailored cover letter using a provided resume and job description. Users submit a job description via form (or workflow input), the workflow uses an LLM to write a professional, casual cover letter, then creates and populates a…

Excerpt from Joel Gamble's description on n8n.io.

View the original on n8n.io → Check your own copy

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