Track 186 applications, find missing keywords and review interview notes with Claude to land an offer
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- by Margareth Felicia Gono (Business Insider)
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Evidence: Article or interviewA newsletter, journalist or interview account of what happened.
Outcome
Margareth Felicia Gono, an international student who needed a visa, started job hunting scattershot. Gono built an application tracker with Claude, had it pull the main skills and keywords from each job description and compare them with the résumé, and used it as a career coach, which led to three résumés for analytics, sales and marketing, and consulting. Where interviewers allowed recording, Gono ran sentiment analysis on the notes to see where Gono hesitated or used filler words. The tracker showed 186 applications, 44 cold outreaches, 19 interviews, six take-home assignments, three final rounds and one offer, as a senior associate at DoorDash.
Agent
Prompt Original prompt
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What top keywords am I missing?
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Optional stronger version
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Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to. Goal: Compare my résumé with this job description and tell me what's missing, then log the application in my tracker. Fill in before running: - Job description: [PASTE JOB DESCRIPTION] - My résumé: [PASTE / ATTACH RÉSUMÉ] - My tracker so far: [PASTE / ATTACH TRACKER] Rules: - List the job's main skills, keywords and themes. - Say which ones my résumé doesn't show clearly, and suggest honest wording using my real experience only. - Tell me if the role looks like a poor fit and why. - Add the application to the tracker with date, stage and notes, and update the funnel totals. - Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify. - Every few weeks, summarise which roles get responses and which don't. Output: A gap list with suggested bullet changes, a fit verdict and the updated tracker. You'll know it worked when: my applications get more replies and I can see which kinds of roles respond. Before you finish: re-read my goal and constraints, check your answer against each one, and list anything you assumed or couldn't confirm.
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Your prompt
Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to. Goal: Compare my résumé with this job description and tell me what's missing, then log the application in my tracker. Fill in before running: - Job description: [PASTE JOB DESCRIPTION] - My résumé: [PASTE / ATTACH RÉSUMÉ] - My tracker so far: [PASTE / ATTACH TRACKER] Rules: - List the job's main skills, keywords and themes. - Say which ones my résumé doesn't show clearly, and suggest honest wording using my real experience only. - Tell me if the role looks like a poor fit and why. - Add the application to the tracker with date, stage and notes, and update the funnel totals. - Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify. - Every few weeks, summarise which roles get responses and which don't. Output: A gap list with suggested bullet changes, a fit verdict and the updated tracker. You'll know it worked when: my applications get more replies and I can see which kinds of roles respond. Before you finish: re-read my goal and constraints, check your answer against each one, and list anything you assumed or couldn't confirm.
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Source
https://www.businessinsider.com/job-seeker-used-claude-track-search-improve-interviews-2026-10
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