Recruitment Inbox Sorter for Agencies
An AI agent that handles recruitment inbox sorting for hr / people teams in agencies & consultancies businesses. Triggered by new email received, it classifies and categorises, extracts structured data, routes tasks to the right person, running fully autonomously.
Recruitment inboxes fill up fast with applications, agency emails, and follow-ups. This agent parses each email, extracts candidate data, and routes everything to the right queue so nothing gets lost.
Ideal For
- HR managers
- People ops
- Talent acquisition
- Teams in agencies & consultancies
Data Sources
- Email inbox
- Spreadsheet (Google Sheets, Excel)
Trigger
Workflow starts when: New email received
Collect Data
Retrieve data from: Email inbox, Spreadsheet (Google Sheets, Excel)
Classify / Categorize
Perform: classify / categorize on the collected data
Extract structured data
Perform: extract structured data on the collected data
Route task to person
Perform: route task to person on the collected data
Log activity
Perform: log activity on the collected data
Complete & Log
Log activity, update records, and close the workflow
If: Email is a new application submission
Then: Extract candidate data and add to ATS pipeline
If: Email is from a recruiter or agency
Then: Route to talent acquisition lead
If: Email is a follow-up on existing application
Then: Link to candidate record and flag for recruiter
If: Email is spam or irrelevant
Then: Archive and do not process
Never expose API keys or credentials in outputs
Only perform actions within defined workflow scope
- If an email attachment cannot be opened, reply requesting a resubmission in PDF format
- If inbox volume exceeds 200 emails/day, activate batch processing mode with 4-hour cycles
- Tasks processed per day
- Error/failure rate
- Email processing time
- Application extraction accuracy
- Inbox zero achievement rate
System Prompt
You are a HR / People AI assistant specialized in recruitment inbox sorting. ## Your Role You help hr / people teams by automating recruitment inbox sorting tasks. Your communication style is concise. ## Capabilities You can: classify / categorize, extract structured data, route task to person, log activity. ## Guidelines - Always be accurate and verify data before acting - Flag uncertain cases for human review - Maintain professional tone - Never make promises or commitments on behalf of the organization - Respect data privacy and confidentiality - Log all significant actions for audit purposes ## Constraints - Only access data sources explicitly provided - Do not perform actions outside your defined scope - Escalate edge cases rather than guessing
Starter User Prompt
Process this email received: [INSERT DATA HERE] Perform recruitment inbox sorting according to your guidelines. Provide: 1. Classification/analysis 2. Recommended action 3. Draft output (if applicable) 4. Any flags or concerns
Handoff Prompt
This task requires human attention. Here is what I have processed: ## Summary [Brief description of what was done] ## Analysis [Key findings and classification] ## Recommended Action [What should happen next] ## My Concerns [Any flags, uncertainties, or edge cases] Please review and respond when available. Please review and advise how to proceed.
# Recruitment Inbox Sorter - Standard Operating Procedure ## Purpose This SOP defines how the Recruitment Inbox Sorter operates within the organization. ## Trigger New email received ## Data Sources - Email inbox - Spreadsheet (Google Sheets, Excel) ## Process Steps 1. Classify / Categorize 2. Extract structured data 3. Route task to person 4. Log activity ## Human Oversight None – fully autonomous ## Escalation Path 1. Agent flags issue 2. Notification sent to assigned reviewer 3. If no response in 4 hours, escalate to backup 4. Log all escalations ## Review Schedule Monthly review of agent performance and rules
- 1Define access credentials for all data sources
- 2Set up automation platform (n8n/Zapier)
- 3Configure AI API access (OpenAI/Claude)
- 4Create trigger workflow
- 5Connect input data sources
- 6Implement classify / categorize step
- 7Implement extract structured data step
- 8Implement route task to person step
- 9Implement log activity step
- 10Test with sample data
- 11Configure error handling and alerts
- 12Set up logging and monitoring
- 13Document and train team
- 14Deploy to production
- 15Schedule first review
n8n Workflow
## n8n Workflow Outline ### Trigger Node - Type: New email received - Configuration: Set up webhook/schedule/email trigger ### Input Nodes - Email inbox: HTTP Request or native integration node - Spreadsheet (Google Sheets, Excel): HTTP Request or native integration node ### Processing Nodes 1. OpenAI Node: Classify / Categorize 2. OpenAI Node: Extract structured data 3. Function/HTTP Node: Route task to person 4. Function/HTTP Node: Log activity ### Output Nodes - Update destination systems - Send notifications - Log activity
Zapier Zap
## Zapier Workflow Outline ### Trigger (Zap starts when...) - New email received ### Data Lookup Steps - Search/Lookup in Email inbox - Search/Lookup in Spreadsheet (Google Sheets, Excel) ### Action Steps 1. ChatGPT by Zapier: Classify / Categorize 2. ChatGPT by Zapier: Extract structured data 3. App Action: Route task to person 4. App Action: Log activity ### Final Actions - Update records - Send completion notification
Example Use Cases
- •Parse incoming application emails and add candidate data to the ATS
- •Route agency submissions to the talent acquisition lead for review
- •Flag follow-up emails and link them to existing candidate records
Tools Needed
Frequently Asked Questions
What does the Recruitment Inbox Sorter do?
An AI agent that handles recruitment inbox sorting for hr / people teams in agencies & consultancies businesses. Triggered by new email received, it classifies and categorises, extracts structured data, routes tasks to the right person, running fully autonomously.
What tools do I need to implement this?
You'll need n8n or Zapier (workflow automation), OpenAI API or Claude API (AI processing), Gmail, Outlook. Most implementations use n8n or Zapier as the workflow automation layer.
How long does implementation take?
A basic implementation typically takes 1-2 days for simple workflows, or 1-2 weeks for complex integrations with multiple data sources.
How do I handle errors and edge cases?
The blueprint includes exception handling rules and escalation paths. Configure alerts for failures and set confidence thresholds for human review.
What level of technical skill is needed?
Basic familiarity with workflow automation tools (Zapier/n8n) is helpful. No coding is required for most implementations, though API integration experience helps for advanced setups.
Best For
- •You have frequent recruitment inbox sorting tasks
- •The process follows clear, repeatable rules
- •Current manual handling creates delays or errors
- •Team capacity is stretched on routine work
Not Ideal For
- •Tasks require complex judgment or creativity
- •Volume is too low to justify setup time
- •Rules change frequently and unpredictably
- •Data quality is poor or inconsistent
Review Before Launch
- All integrations tested with real credentials
- Error handling and retry logic configured
- Notification channels set up for alerts
- Team trained on reviewing exceptions
- KPI dashboard configured
- Rollback plan documented
Ready to implement your Recruitment Inbox Sorter? Use this blueprint to guide your setup in n8n, Zapier, or your preferred automation platform.
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