CoopLens - AI Job Fit Analyzer

About

Tired of applying blind and getting rejected by ATS systems without any feedback?

CoopLens reads any job posting and gives you a full personalized analysis in ~5 seconds, so you know exactly how strong your application is before you hit submit.

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WHAT YOU GET ON EVERY JOB
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✦ Fit Score (0-100) - instant verdict on how well you match
✦ Matched Strengths - which parts of your resume directly support this role
✦ Gap Analysis - missing skills ranked Critical / Moderate / Minor, each with a specific fix
✦ Resume Tweaks - exact bullet changes to tailor your resume for this role
✦ Cover Letter Angle - the single strongest hook to lead with
✦ Interview Prep - what they're likely to ask based on the JD
✦ Red Flags - anything that could get you auto-rejected
✦ Apply Recommendation - Apply Now / Apply With Tweaks / Stretch / Skip

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BUILT-IN APPLICATION TRACKER
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Every analyzed job is saved automatically. Track status from To Apply → Applied → Phone Screen → Interview → Offer → Rejected. Export your full pipeline as CSV anytime.

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WORKS WHERE YOU JOB SEARCH
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CoopLens works on all major job platforms including LinkedIn, Handshake, Greenhouse, Lever, Indeed, and Workday, with a smart fallback for any other job posting page.

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COMPLETELY FREE TO USE
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Powered by Groq's free API tier (Llama 3.3 70B). No subscription. No credit card. 14,400 analyses per day on the free tier — effectively unlimited for job searching.

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PRIVACY FIRST
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Your resume and API key are stored locally on your device only. Nothing is sent to CoopLens servers (there are none). Job descriptions are sent to Groq's API only when you click Analyze. Open source — verify it yourself on GitHub.

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SETUP TAKES 2 MINUTES
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Get a free API key at console.groq.com/keys
Open CoopLens → Settings → paste your key
Paste your resume text → Save
Navigate to any job posting → click Analyze


Built by an MS student who got tired of applying blind. Open source on GitHub.