JobVerify: An AI-Powered Job Posting Authenticity Detection and Career Toolkit for Indian Job Seekers

Job scams have become a growing threat to Indian job seekers, particularly fresh graduates and students. This paper presents JobVerify, a free AI-powered web-based toolkit designed to detect fraudulent job postings and assist Indian job seekers in their career journey. The system analyzes job postings using 50+ signals to generate a Trust Score between 0-100, enabling users to identify fake opportunities before falling victim to financial fraud. Beyond scam detection, JobVerify offers Resume ATS Analysis, Interview Preparation, Salary Reality Check, Offer Letter Verification, Cover Letter Generation, and LinkedIn Profile Analysis — all completely free. Built using modern web technologies, the tool addresses a critical gap in the Indian job market where thousands of students lose money to fake recruiters annually.