Product

JobsJudo, explained.

JobsJudo is your AI-first job search companion: it shows you how automated graders see your resume, helps you fix real gaps, and generates job-aligned materials in minutes—so you stand out in an AI-filtered job market.

1. AI job-match scoring that mirrors recruiting reality

JobsJudo evaluates your resume the way modern hiring stacks do: by breaking it down into components and scoring your fit across multiple dimensions instead of a single vague “fit” label.

  • Component-based scoring across skills, experience, and JD alignment
  • Behavioral and trajectory signals (leadership, scope, seniority)
  • Penalty-aware scoring that accounts for risk factors like short tenure

2. See strengths, gaps, and real risks—not just a number

A match score is only useful if you know what's driving it. JobsJudo surfaces the specific elements a recruiter or AI filter would notice—and which ones might quietly hurt you.

  • 2–6 focused "career trajectory gaps" you can act on
  • Short-tenure roles detected and flagged as potential concerns
  • Clear guidance you can use to adjust your story before applying

3. Location match that understands how people actually commute

Instead of treating locations as exact strings, JobsJudo evaluates geographic compatibility the way a human would—metros, regions, and remote flexibility included.

  • Scores & explains location match (e.g., NYC vs. nearby suburbs)
  • Understands metro areas, broader regions, and remote-friendly roles
  • Surfaces relocation friction before you invest time in the process

4. Screenshot-to-evaluation in a few taps

See a role on LinkedIn or a native app? Just upload up to six screenshots and JobsJudo does the rest—no copy/paste gymnastics required.

  • Upload JD screenshots directly from your phone or desktop
  • Job title, company, and location auto-filled from the posting
  • The full job description pushed into the evaluation with zero manual cleanup

Optimized materials

Turn insight into job-aligned resumes and cover letters.

Once you understand where you stand, JobsJudo helps you respond with materials that are aligned, specific, and still unmistakably yours.

Job-aligned resume variants—without fabrication

JobsJudo rewrites your resume role by role using the job description as a target—but under strict rules designed to preserve your integrity.

  • Keeps your real titles, dates, and core responsibilities
  • Strengthens phrasing, clarity, and impact for each role
  • Integrates job-relevant language only when your experience supports it

Instant cover letters that actually reference the JD

Generate a tailored cover letter anchored in the job description and your evaluated strengths—no generic, copy-paste AI fluff.

  • Grounded in your real background and the evaluated job
  • Highlights why you're a match based on concrete signals
  • Readable, human tone—your voice, more focused

See before-and-after improvement

JobsJudo doesn't just generate a new version and hope for the best—it re-runs its scoring so you can see what actually changed.

  • Pre- vs. post-optimization match scores
  • Clear improvement deltas tied to specific changes
  • Confidence that each edit meaningfully improves your odds

Download-ready outputs for real applications

When you're happy with the optimized version, you can download it immediately and use it in real applications.

  • Export optimized resumes as PDF and DOCX
  • Formatting that plays nicely with modern applicant systems
  • Files labeled by job title for easy organization

Job management

Treat your job search like a pipeline, not a pile of tabs.

JobsJudo doubles as a lightweight candidate CRM. Every evaluation can become a tracked application with phases, dates, and notes—so you always know what's next.

Track the roles that matter

Convert any evaluation into a tracked application and follow it from initial submission through offer.

  • Enable or pause tracking on a per-role basis
  • Phases like Applied, Initial Screen, Advanced Stages, Offer
  • Notes for links, interviewers, logistics, and prep

See your pipeline at a glance

The dashboard and Applications view give you a clear snapshot of where your search stands and which conversations are heating up.

  • Counts by phase and upcoming interactions this week
  • Visual urgency cues for overdue or imminent follow-ups
  • Match scores side-by-side with status and next steps

Use your data to make better decisions

Over time, JobsJudo helps you see patterns: which kinds of roles love your profile, and where you're wasting effort.

  • Spot industries and levels where you win more often
  • See where processes tend to stall or drop off
  • Decide where to double down and where to move on faster

Built to be dependable

An AI engine you can trust with your job search.

JobsJudo is designed like a real product, not a demo prompt: stable, predictable, and focused on helping you ship better applications—not debug errors.

Hardened AI pipeline

Under the hood, JobsJudo uses a guarded AI pipeline built to handle messy real-world inputs: imperfect resumes, oddly formatted job postings, and screenshot JDs from mobile.

  • Structured outputs instead of random walls of AI text
  • Clear separation between insight, optimization, and tracking
  • Scales from a single user to heavy job search cycles

Resilient to bad inputs

The system is built to recover gracefully from partial or noisy content, instead of crashing your flow when something isn't perfect.

  • Robust handling of strange date formats and locations
  • Fallbacks when job descriptions are incomplete or repetitive
  • Stable scoring, even when individual model responses vary

Ready for where you run it

Whether you're running JobsJudo on a personal machine or connecting through a hosted environment, the product experience stays the same: fast, focused feedback on your fit and what to do next.

  • Consistent UX for evaluation, optimization, and tracking
  • Authentication and data storage built for real accounts
  • Room to grow into richer analytics and reporting over time

JobsJudo Credits

An application engine for candidates competing in an AI-powered hiring market.

Most tools give you a score, or a template, or a tracker. JobsJudo ties it all together: scoring, insight, optimization, and tracking in a single place— so every application benefits from the last one.

What you get with credits

  • AI match scoring across multiple dimensions
  • Gap analysis, red flags, and location compatibility
  • Screenshot-based JD ingestion for mobile-first workflows
  • Optimized resumes and instant cover letters
  • Application tracking with phases, dates, and notes
  • Evaluation history you can revisit anytime

Who it's for

JobsJudo is built for candidates who know they're qualified but need to navigate an environment where AI and automation gatekeep opportunities.

  • Mid-career professionals targeting competitive roles
  • Operators and leaders with nonlinear career paths
  • Anyone tired of spraying generic resumes and hoping for the best