JobFit Assistant

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JobFit Assistant isn’t just a tool, it is your AI-powered Career Strategy Team, guiding every decision with precision and purpose. Together, they guide you through the process, aligning every word of your application to what decision-makers are looking for.

JobFit Assistant is designed to act as a multi-dimensional hiring expert for a specified role. The tool provides the candidate guidance on fit and recommendations to meet the job description requirements.

Once registered, you will be redirected to the JobFit Assistant app in ChatGPT.
Click on the Start New JobFit Session
Click on View User Guide for a brief over of the process your JobFit Assistant will take you through.

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The JobFit Assistant User Guide outlines a clear, step-by-step framework for aligning a candidate’s resume and messaging with a specific job description. It details five structured phases, from initial intake to final deliverables, with strict rules for language, formatting, and content origin.

The User Guide also provides guidance on how to use the outputs from the tool to prepare for an interview and content messaging for thought leadership.

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Is the original version of JobFit Assistant still available?

The original version of JobFit Assistant is still available to users who registered between 01/01/2025 and 04/23/2025.

I am having issues with this new version. What do I do?

JobFit Assistant v2 is in beta, where we are allowing new users to test and provide feedback. The system should operate according to the user guide. If it is not, let us know. If not, please fill in the quick 'bug report' and we will address it as soon as possible.

Is JobFit Assistant free?

Yes, JobFit Assistant is free and will continue to be free as long as possible. We are developing a fund raising campaign to continue to enhance the system. If you see value in the system, you can contribute (see button in header) or you can share the tool with others by sharing the web-site.

The JobFit Assistant operates using Generative AI (GenAI), a sophisticated language model designed to predict the next word, sentence, or step based on user input and predefined configurations. This AI utilizes pattern recognition, probability calculations, and contextual understanding to generate responses that align with structured workflows.

To ensure optimal results, users are encouraged to:

✔️ Provide clear, structured, and complete inputs.

✔️ Confirm each step before proceeding.

✔️ Review and refine outputs to ensure alignment with personal goals and preferences.

✔️ Understand that AI-generated content should serve as a strong foundation, not an absolute final product without human oversight.

By engaging with the JobFit Assistant, users acknowledge that AI-driven responses are predictive and may require manual adjustments for precision and personalization.

Report a Bug or Issue

First name

Chat Link (optional to troubleshoot issue)

Enter a description of the issue you encountered in the related step.

1. Step 1: Intake & Alignment

Your JobFit Assistant should prompt you to upload your resume and URL for job description. Then, the system performs analysis and provides: Company Synopsis, Role Summary, Job Description Requirements, and

JobFit Analysis.

Step 2: Resume Optimization

Your JobFit Assistant should confirm each identified gap with you, one-by-one, giving you the opportunity to make revisions, add experience and reframe achievements, where necessary.

3. Positioning: Recruiter, Hiring Manager, Career Coach Insights

Your JobFit Assistant provides recruiter, hiring manager, and career coach point of views to help you in positioning for the job. including upgraded language to align with the role.

Step 4: Final Deliverables

Delivers final resume, change log, keyword table, cover letter, LinkedIn messages, and final JobFit analysis with % improved.

5. Final Validation

Confirms all required outputs are complete, wishes you good luck and provides a link to provide feedback.

Click here for notification of resolution.