JobFit AI is a web based application designed to assist job seekers in optimizing their resumes and application materials for specific job postings. The tool analyzes a user's resume against a target job description to evaluate job fit, identify skill gaps, and provide tailored suggestions for improvement. It also aims to help candidates pass Applicant Tracking Systems (ATS) by aligning resume content with keywords and requirements found in the job listing. Additionally, the application can generate draft answers to common application questions based on the user's background and the job details. The primary features of JobFit AI include resume scoring against a job description, identification of missing or underemphasized skills, and automated tailoring of resume content to better match the job requirements. The tool also offers functionality to produce responses for application questions, such as cover letters or screening prompts, directly from any job board. Users can input a job posting URL or paste the job description, upload their existing resume, and receive a fit score along with actionable recommendations. Typical use cases involve job seekers who want to increase their chances of being invited for interviews by ensuring their resume is optimized for each application. The workflow generally starts with the user providing a job link or description, followed by uploading their resume. The system then processes the information and returns a compatibility score, a list of skill gaps, and a revised resume draft. Users can iterate on their resume based on the feedback before submitting their application. The application is accessible via a web browser and does not require installation of additional software. It relies on artificial intelligence models to parse and compare text, but specific technical requirements or data privacy details are not specified in the available information. JobFit AI is intended for individual job seekers and can be used across various industries and job levels.