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Job post analysis
Paste a role and quickly understand required skills, nice-to-haves, responsibilities, and job post red flags.
AI-powered job application assistant for full-stack developers
Analyze jobs. Match your profile. Apply smarter.
JobFit Copilot helps developers understand job requirements, compare them with their real skills, generate an honest fit score, and prepare a stronger manual application.
Fit score
78
Matched skills
React, Next.js, Node.js
Missing skills
Docker, CI/CD
Resume keywords
Authentication, APIs, dashboards
Red flags
Salary not mentioned
The problem
Job posts are noisy. Your application should not be.
Developers often waste time decoding long job posts, guessing whether they qualify, and writing generic cover letters that do not reflect their real projects.
Features
Everything you need before you apply
The MVP focuses on honest decision support: understand the job, compare your profile, and apply with more clarity.
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Profile matching
Compare the role against your real developer profile to see matched, partially matched, and missing skills.
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Explainable fit score
Get a practical score based on technical skills, project relevance, experience, work mode, and resume keywords.
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Tailored application help
Generate a concise application email and resume keyword suggestions without inventing fake experience.
How it works
A focused flow from job post to saved application
The product follows the MVP path: auth, profile, pasted job post, AI analysis, fit score, saved application, dashboard, and detail page.
1
Create your developer profile with skills, projects, links, and resume text.
2
Paste a job post from LinkedIn, a career page, email, Upwork, or Contra.
3
Review the fit score, skill gaps, red flags, keywords, and application email.
4
Save the analysis and track the application from your dashboard.
Ethical boundary
JobFit Copilot is not an auto-apply bot.
It helps developers apply manually, honestly, and strategically. The system should not invent experience, suggest fake resume claims, or automate job portal actions.
Ready to apply with more clarity?
Paste a job post, compare it with your profile, and decide your next move with an explainable fit score.
Analyze Your First Job