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LinkMatch: Smart Job Matcher
Work
Personal
32~112
/ run (approx.)
Final cost by actual task execution
Billing Method: 8 credits/step
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Featured Playbacks

Featured playback 1
Find a Job in the Field of Machine Learning
13 August 2025
Featured playback 2
Find Jobs in the AI Engineer Field
13 August 2025

Overview

Instantly match your resume with LinkedIn jobs using AI to find your best fit.

Description

Tired of endlessly scrolling through job boards and sending out resumes with no reply? LinkMatch is your personal AI career assistant, designed to revolutionize your job search on LinkedIn.

It solves the critical problem of inefficient and low-success "shotgun" applications by intelligently connecting your unique skills and experience to the right opportunities. Instead of guessing which roles are a good fit, you get a data-driven analysis in minutes.

Product Advantages

  • End-to-End Automation: LinkMatch is a complete, one-stop solution. It handles the entire process from real-time job scraping and resume parsing to deep AI analysis and final reporting, saving users from juggling multiple tools and manual work.

  • Transparent & In-Depth Analysis: Beyond simple keyword matching, its AI conducts a deep, multi-dimensional analysis of your CV against the Job Description (JD). Crucially, it provides not just a score for each dimension, but also the reasoning behind it. This transparency offers a far more reliable measure of compatibility and gives you clear insights into your strengths and weaknesses for each specific role.

  • Actionable & Data-Driven Insights: The output is not just a list, but a prioritized, data-driven report. The scoring system and its accompanying reasons allow users to instantly identify top opportunities and use the feedback to strategically tailor their resume, directly improving their application quality and success rate.

Key Features

  • AI-Powered Multi-Dimensional Job Matching with Scoring Rationale: Analyzes your resume against job descriptions across 6 key dimensions, calculating a precise match score and providing a clear reason for each score.

  • Real-time, Dynamic LinkedIn Job Scraping: Automatically searches and retrieves the latest and most relevant job postings from LinkedIn based on your customized criteria.

  • Intelligent PDF Resume/CV Parsing: Accurately extracts and structures key information from your uploaded PDF resume, including work history, skills, and education.

  • Interactive & Visualized HTML Match Report: Generates a clean, responsive table of your job matches, complete with scores, justifications, and direct links to apply on LinkedIn.

Prompts

To achieve the best results, provide specific and detailed information in each field:

  • Keywords: Be precise. Instead of "Engineer", use a more descriptive title like "Senior Backend Engineer (Go, AWS)" or "Machine Learning Engineer (PyTorch, NLP)."

  • Location / Type / Salary: Select the options that most closely match your ideal role to narrow the search effectively.

  • CV (PDF): This is the most crucial input. For the highest quality matches, upload a well-structured, comprehensive resume that is rich with relevant keywords and achievements. The more detail and clarity the AI has to work with, the more accurate your match scores will be. An ATS-friendly format is highly recommended.

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