Client Overview
A forward-thinking organization relying on job-based lead generation faced operational bottlenecks as they attempted to scale their prospecting efforts globally.
Lead Generation Snapshot:
• Primary Need: Automated job listing extraction and lead generation applies across multiple countries.
• Current Workflow: Manual profile searching, copy-pasting into spreadsheets, and using disjointed tools to find emails.
• Data Hub: Airtable is used for managing job and article data.
• Core Goal: Build a scalable structure for global job intelligence operations.
Despite having a clear target demographic based on specific job titles, the client struggled to capture and process multi-country job listings fast enough to fuel their downstream prospecting workflows.
Industry
- HR Tech
Services
- Workflow Orchestration & Automation
- AI Agent Development & Integration
- Advanced Web Scraping Architecture
- Database (Airtable) Structuring & Mapping
- Data Pipeline Development
Technologies Used
- n8n
- Airtable
- OpenAI
- Webhook
- REST APIs
The Problem
As the target market expanded globally, the client's manual scraping and lead collection processes began to fail under the pressure of geographic scale and data volume. They were losing high-value prospects because manually searching, filtering, and organizing job data across multiple countries was too slow. Furthermore, keeping execution tracking centralized and accurate was becoming an administrative nightmare.
High Latency in Prospecting
Manual Tracking Chaos
Inflexible Architecture
The Solution
Ciphernutz implemented a Webhook-triggered automation system that powers the entire job-based lead generation journey: from multi-country data extraction to centralized logging. We replaced manual searches with an intelligent, scalable workflow that dynamically routes scraping jobs by country and utilizes an AI lead extraction agent to capture specific prospects instantly.
| Before | After |
|---|---|
Manual, single-country job searching | Dynamic, simultaneous multi-country scraping |
Human-led analysis of job descriptions | AI agent-driven extraction based on job titles |
Disconnected tracking and execution data | Centralized logging and execution tracking |
Difficult to scale to new regions | Scalable architecture ready for global expansion |
What We Built:
1. Webhook-Triggered Automation Gateway
Enables the automation to start instantly on demand, seamlessly passing parameters from external tools to kick off the scraping process without human intervention.
2. Dynamic Multi-Country Splitting Logic
Automatically fetches configuration from Airtable and dynamically splits country IDs, ensuring each region is processed simultaneously with its unique parameters.
3. AI Lead Extraction Agent
An integrated intelligent agent that launches specifically to analyze job descriptions and extract highly targeted lead data based on the requested job title.
4. Centralized Airtable Tracking Hub
Automatically stores execution IDs, tracking data, and final extracted leads back into Airtable for real-time visibility and downstream prospecting.
Business Impact
The Multi-Country Job Scraping workflow established a highly scalable infrastructure capable of continuous, global lead generation. By automating dynamic routing and utilizing an AI extraction agent, it drastically reduced the time-to-lead and centralized all operational data into a single source of truth.
140%
Increase in daily leads generated
90%
Reduction in manual prospecting hours
95%
Faster speed-to-lead for downstream workflows
10x
Scalability for adding new target countries
24/7
Continuous global job monitoring
Key Platform Benefits
Instant Webhook triggers for on-demand execution
Dynamic country-based scraping logic
Automated job-title-based lead collection
Integrated AI agent execution within the workflow
Centralized tracking and logging in Airtable
Highly scalable structure for global intelligence
Want to automate your global lead generatioon?
Clients Who Grew with Us
"Excellent end-to-end experience with Ciphernutz. Highly engaged team, great communication."
Jake Adams
Head of Product
"Working with Ciphernutz feels like having a true partner who truly cares about your business"
Dongjoo Kim
Founder
