Find perfect jobs & generate tailored cover letters with Gemini & Google Jobs
Needs changesNeeds changes. This template uses 1 thing(s) that n8n 3.0 removes: SerpApi (Google Search). 1 breaking item(s) 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 (“🎯 Smart Job Hunter + Cover Letter Generator”). Along the way it connects Gmail, SerpApi (Google Search) and Google Gemini Chat Model.
How it runs
Trigger: When someone submits an n8n form (“🎯 Smart Job Hunter + Cover Letter Generator”).
- Extract CV from PDF (Extract from File): extracts data from a file (pdf)
- Prepare Data (Edit Fields (Set)): sets 7 fields: cvData, location, workSetting…
- Job Hunter Agent (AI Agent): runs an AI agent, with model: Gemini 2.5 Pro; 1 tool (SerpAPI)
- Parse Agent Output (Code): runs custom JavaScript code
- Generate HTML Email (Code): runs custom JavaScript code
- Send a message (Gmail): uses Gmail
Services it uses
Before you upgrade to n8n 3.0
1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:
- SerpApi (Google Search) in SerpAPI: no direct replacement: call the SerpApi REST API with an HTTP Request tool, or use a verified community node.
Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).
| Removed in 3.0 | Replace with |
|---|---|
| SerpApi (Google Search) SerpAPI | No direct replacement: call the SerpApi REST API with an HTTP Request tool, or use a verified community node |
Nodes used (8)
- n8n Form Trigger
n8n-nodes-base.formTrigger - Extract from File
n8n-nodes-base.extractFromFile - Edit Fields (Set)
n8n-nodes-base.set - AI Agent
@n8n/n8n-nodes-langchain.agent - Code
n8n-nodes-base.code - Gmail
n8n-nodes-base.gmail - SerpApi (Google Search)
@n8n/n8n-nodes-langchain.toolSerpApi - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini
From the author
Stop drowning in job applications. The JOB Hunter Agent uses Google Gemini and SerpAPI to find your best job match and writes a cover letter tailored to it, so you can spend your energy preparing for interviews instead. Result example: Last updated: September…