Analyze resume PDFs for ATS fit with OpenRouter GPT via webhook
Quick overview This workflow accepts a resume PDF via webhook, extracts the text, and uses OpenRouter (OpenAI model) to generate an ATS-style analysis and score for a specified job role, returning a clean JSON response to the requester. How it works 1. Receives a POST webhook request containing a resume PDF (and an optional jobrole value in the request body). 2. Extracts text content from the uploaded PDF file. 3. Sends the resume text and target job role to an AI agent backed by an OpenRouter c
At a glance
Analyze resume PDFs for ATS fit with OpenRouter GPT via webhook is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- OpenAI
- Modules
- 6
- Price
- Free
- Version
- v1.0

About this workflow
Quick overview This workflow accepts a resume PDF via webhook, extracts the text, and uses OpenRouter (OpenAI model) to generate an ATS-style analysis and score for a specified job role, returning a clean JSON response to the requester. How it works 1. Receives a POST webhook request containing a resume PDF (and an optional jobrole value in the request body). 2. Extracts text content from the uploaded PDF file. 3. Sends the resume text and target job role to an AI agent backed by an OpenRouter chat model to produce an ATS analysis as JSON. 4. Cleans the AI output, parses it as JSON, and normalizes fields like atsscore, missingskills, and improvementsuggestions. 5. Returns the final structured JSON (or an error payload with the raw AI output if parsing fails) in the webhook response. Setup 1. Add an OpenRouter API credential and select it in the OpenRouter Chat Model node. 2. Configure the calling app to send a POST request to the workflow webhook URL with the resume PDF in the resumefile binary field and optionally include body.jobrole. 3. Ensure the incoming file is a PDF and that the Extract from File node’s binary property name matches the uploaded file property.
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
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