View all ideas

Fake Job Candidate Detector
STATUS
Open to developCATEGORIES
SUBMITTED
Aug 27, 2025
AI-powered screening tool to identify potentially fraudulent job applications. This Actor analyzes resumes, LinkedIn profiles, and application patterns to flag suspicious candidates and protect your hiring process.
how does the Fake Job Candidate Detector work?
- Input parameters such as:
- Candidate resume (PDF, DOCX, or text)
- LinkedIn profile URL (optional)
- Additional application metadata (email, phone number, previous job history)
- Run the Actor
- The AI agent will:
- Analyze resume content for inconsistencies or anomalies
- Check LinkedIn profiles and online presence
- Compare patterns against known fraudulent indicators
- Export results in JSON, CSV, or Excel with flagged risk levels and reasoning
Fake Job Candidate Detector API
The Fake Job Candidate Detector API provides structured candidate screening results. It integrates with JavaScript, Node.js, Python, or curl, allowing HR teams or recruiting platforms to automate candidate verification in your Apify environment.
use cases of the Fake Job Candidate Detector
- Screen applicants to reduce hiring fraud
- Validate resumes and online profiles for authenticity
- Automate pre-screening in recruitment workflows
- Support HR teams, recruiters, and staffing agencies with AI-powered insights