AI-powered HR screening automation via Jotform

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Who's it for HR professionals and recruitment teams handling high application volumes Startup founders and hiring managers seeking to scale hiring efficiently Companies wanting consistent, objectiv...

Best for

HR automation workflows
AI Summarization automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.jotformtrigger, n8n-nodes-base.httprequest, n8n-nodes-base.if, n8n-nodes-base.wait, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai, n8n-nodes-base.switch, n8n-nodes-base.gmail

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Nitin Dixit.

Original n8n.io source

1.1 Workflow description

Title: AI-powered HR screening automation via Jotform
Workflow name: AI-powered HR screening automation via Jotform

Who's it for

HR professionals and recruitment teams handling high application volumes
Startup founders and hiring managers seeking to scale hiring efficiently
Companies wanting consistent, objective candidate evaluation
Teams spending 20+ hours per week on manual resume screening

What it does

Receives job applications automatically via Jotform webhook
Downloads and parses resume PDFs using LlamaParse AI extraction
Analyzes candidate qualifications with OpenAI GPT-4 (compatibility score, strengths, concerns, technical skills)
Routes candidates into three categories based on AI score (1-10 scale)
Sends personalized HTML emails: interview invitations for strong candidates (7-10), status updates for moderate (5-6), respectful rejections for weak matches (1-4)
Generates detailed HR briefing emails for top candidates with interview questions and focus areas
Completes full screening process in under 2 minutes per application

How it works

Jotform trigger captures new submissions with resume attachments
HTTP requests fetch submission data and download PDF files
LlamaParse extracts text from resume PDFs with status checking loop
OpenAI AI Agent analyzes resume and cover letter, outputs structured JSON assessment
JavaScript code parses AI output into usable data fields
Switch node routes candidates to appropriate email path based on score
Gmail nodes send customized HTML emails to candidates and HR team
All processing happens automatically without manual intervention

Set up requirements

Jotform account with API key (form fields: name, email, phone, position, start date, interview preference, cover letter, resume upload)
LlamaCloud account with API key for PDF parsing
OpenAI API key with GPT-4o-mini access
Gmail OAuth2 credentials for sending emails
Estimated setup time: 25-30 minutes
Cost: ~$0.05-0.10 per application processed

How to customize

Email templates: Replace all placeholders (company name, HR manager, contact details, interview format, social links)
AI evaluation: Edit AI Agent prompt to match your job requirements and scoring criteria
Score thresholds: Adjust Switch node conditions to change candidate category ranges (default: 7+ strong, 5-6 moderate, <5 weak)
Additional features: Add Google Sheets logging, Slack notifications, calendar booking, or ATS integration
Branding: Update HTML email colors, fonts, and styling to match company brand
HR notifications: Change recipient email from default to your HR manager's address

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - JotForm Trigger

Type / Role: n8n-nodes-base.jotFormTrigger - jotFormTrigger
Config choices: Version 1

Block 2 - Download Resume

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 3 - Upload to LlamaCloud

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 4 - Check Parsing

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 5 - Retrieve Result

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 6 - If

Type / Role: n8n-nodes-base.if - if
Config choices: Version 2.2

Block 7 - Wait 5 Seconds

Type / Role: n8n-nodes-base.wait - wait
Config choices: Version 1.1

Block 8 - AI Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 2.2

Block 9 - OpenAI Chat Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices: Version 1.2

Block 10 - Switch

Type / Role: n8n-nodes-base.switch - switch
Config choices: Version 3.3

Block 11 - Send Email_1

Type / Role: n8n-nodes-base.gmail - gmail
Config choices: Version 2.1

Block 12 - Send Email_3

Type / Role: n8n-nodes-base.gmail - gmail
Config choices: Version 2.1

Block 13 - Send Email_2

Type / Role: n8n-nodes-base.gmail - gmail
Config choices: Version 2.1

Block 14 - Send Email to HR

Type / Role: n8n-nodes-base.gmail - gmail
Config choices: Version 2.1

Block 15 - Clean Data

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 16 - Get Form Data

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 17 - Sticky Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 18 - Sticky Note1

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 19 - Sticky Note3

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 20 - Sticky Note4

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 21 - Sticky Note5

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 22 - Sticky Note6

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 23 - Sticky Note7

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

3. Summary Table

Workflow	AI-powered HR screening automation via Jotform
Complexity	advanced
Nodes	23
Categories	HR, AI Summarization
Author	Nitin Dixit
Published	09 Oct 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/9399/9399.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
4. Test with sample data

Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
5. Activate and monitor

Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Download workflow JSON Original n8n.io source HR workflows AI Summarization workflows

Frequently asked questions

What does AI-powered HR screening automation via Jotform do?

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your HR, AI Summarization use case.

Nitin Dixit

2 workflows

Nodes

n8n-nodes-base.jotformtrigger n8n-nodes-base.httprequest n8n-nodes-base.if n8n-nodes-base.wait @n8n/n8n-nodes-langchain.agent @n8n/n8n-nodes-langchain.lmchatopenai n8n-nodes-base.switch n8n-nodes-base.gmail

Complexity

advanced

Published 09 Oct 2025

Likes 0

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Install path: /data/workflows/9399/9399.json

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AI-powered HR screening automation via Jotform

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

Who's it for

What it does

How it works

Set up requirements

How to customize

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - JotForm Trigger

Block 2 - Download Resume

Block 3 - Upload to LlamaCloud

Block 4 - Check Parsing

Block 5 - Retrieve Result

Block 6 - If

Block 7 - Wait 5 Seconds

Block 8 - AI Agent

Block 9 - OpenAI Chat Model

Block 10 - Switch

Block 11 - Send Email_1

Block 12 - Send Email_3

Block 13 - Send Email_2

Block 14 - Send Email to HR

Block 15 - Clean Data

Block 16 - Get Form Data

Block 17 - Sticky Note

Block 18 - Sticky Note1

Block 19 - Sticky Note3

Block 20 - Sticky Note4

Block 21 - Sticky Note5

Block 22 - Sticky Note6

Block 23 - Sticky Note7

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions