True Job Fit - AI Job Coach for LinkedIn

Tracking since Apr 6, 2026.

Changelog

• Apr 18, 2026
  description

  AI job coach built around your resume. Match scores, ATS keywords, gap coaching, cover letters, interview prep - inside LinkedIn.
  
  Most applications never reach a human. Applicant tracking systems filter you out before any recruiter reads what you wrote - not because you're underqualified, but because your words don't match the job's language.
  
  Every other tool charges $20-50/month to show you a keyword list. True Job Fit costs about 3 cents per job - and it coaches you on what to say instead.
  
  It lives inside LinkedIn. Upload your resume (or CV) once. Every job you view instantly shows how well you match, what's missing, and exactly how to reframe your experience in the job's own words. Your score, your gaps, your cover letter, your interview answers - all built from your resume and the specific job you're looking at.
  
  No tab-switching. No copy-pasting. No separate web app.
  
  RECENTLY UPDATED — v2.8.0 (April 2026)
  . NEW: Score This Page (Beta) — bulk score all visible jobs on a LinkedIn search page in one click
  . NEW: CV Comparison — compare an alternate resume against any job without changing your default profile
  . Exhaustive gap reporting — see ALL gaps on first scan, not just top 2-3
  . Cover letter quality: employer-first framing, no defensive gap language, specific closings, independent practice context, unique differentiators
  . Won't Apply and Expired statuses for pipeline management
  . Green highlights for Applied/Interviewing/Offered jobs on dashboard
  . Overqualification fix — uses JD text as stated, no fabricated numbers
  . Improved JD extraction across all LinkedIn page types
  . JSON repair for occasional GPT formatting errors
  . FAQ link in popup
  
  See full release notes at truejob.fit/changelog.html
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  ► A SCORE YOU CAN TRUST
  
  Not keyword counting. True Job Fit classifies each job requirement against your actual experience - distinguishing what you've done directly, what's adjacent, and what's genuinely missing. Hard score ceilings mean adjacent experience can't inflate your result. If it says 76, it means 76.
  
  ► SEE EXACTLY HOW TO IMPROVE
  
  Every analysis shows your potential score - how high you could reach by applying the reframes below. The gap between where you are and where you could be is your to-do list before you hit Apply.
  
  ► GAP COACHING, NOT KEYWORD CHECKLISTS
  
  98% of Fortune 500 companies use ATS to filter applications. Most rejections aren't about missing skills - they're about missing words.
  
  True Job Fit tells you what to say instead.
  
  Three types of gap, each handled differently:
  
  . Keyword gaps - you have the experience, your resume just uses different words
  . Partial gaps - adjacent experience you can legitimately reframe
  . Genuine gaps - real mismatches you should know about before applying
  
  For keyword and partial gaps, you get bridge language you can use straight away: specific wording that puts your real experience in the job's own terminology. No invented skills. No fluff.
  
  ► ATS KEYWORD CHECK
  Every job description contains 15-25 keywords that determine whether your application gets past automated filters. True Job Fit extracts them, checks each one against your resume, and tells you exactly what to do.
  
  Three classifications, each with a specific action:
  . Found - already on your resume. No action needed.
  . Wording gap - you have the skill, you just described it differently. You get a specific action: swap one word in an existing bullet, weave a term into a specific sentence, or add it to your skills section. The tool names the exact bullet to edit.
  . Genuine gap - you don't have this. Flagged honestly so you can prepare for interview questions instead of faking it.
  
  No other tool tells you the difference between "wrong words" and "real gaps." And no other tool tells you which bullet on your resume to change and what word to swap in.
  
  Every result is cached - revisit a job and the keywords load instantly.
  
  ► COVER LETTERS BUILT FROM YOUR EXPERIENCE
  
  Not templates with your name dropped in. Every letter is constructed from your resume and the specific job description, using the hiring team's own language from the first line. Four styles - Strategic, Technical, Results-led, Balanced. Three lengths. Written to sound human.
  
  ► INTERVIEW PREP WITH YOUR ANSWERS READY
  
  Likely questions for this specific role, drawn from the job description. For each one, a STAR-formatted answer built from your actual projects, your numbers, your experience. Where you have partial gaps, those are flagged so you know where to be careful and where to lean in. Three rounds - Phone Screen, Hiring Manager, Final Round. Download and review before you walk in.
  
  ► TRACK EVERY JOB IN ONE PLACE
  
  Save any role from the analysis panel. Track status from Saved through to Offered. Every tracked job keeps its score, all cover letter versions, and full interview prep attached. Score map shows your whole pipeline at a glance. Export to CSV any time.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  HOW IT WORKS
  
  1. Upload your resume (PDF or DOCX) - parsed locally, done once
  2. Add your OpenAI API key - stored on your device, never shared
  3. Browse LinkedIn - your score appears on every job automatically
  
  You bring your own OpenAI API key. Your data goes directly from your browser to OpenAI. No middleman, no markup, no account with us. We never see, log, or store your data.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  WHAT IT COSTS
  
  ~$0.02 per job scan. Full prep with cover letter and interview prep: ~$0.15.
  An active job search typically runs $3-5/month.
  
  You pay OpenAI directly. We never touch your billing. The extension is free.
  
  Jobscan charges $49.95/month. Teal charges $29/month. Careerflow charges $19/month.
  True Job Fit: $3-5/month. No subscription. No markup. No upsell.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  YOUR DATA
  
  When you run an analysis, your resume text and the job description are sent directly to OpenAI using your own API key. No True Job Fit servers sit in between. No middleman. No account. No data sold. Your resume, API key, and job data are stored locally in your browser.
  
  New to OpenAI API keys? Setup guide at truejob.fit/how-to-get-api-key

  AI job coach built around your resume. Match scores, ATS keywords, gap coaching, cover letters, interview prep - inside LinkedIn.
  
  Most applications never reach a human. Applicant tracking systems filter you out before any recruiter reads what you wrote - not because you're underqualified, but because your words don't match the job's language.
  
  Every other tool charges $20-50/month to show you a keyword list. True Job Fit costs about 3 cents per job - and it coaches you on what to say instead.
  
  It lives inside LinkedIn. Upload your resume (or CV) once. Every job you view instantly shows how well you match, what's missing, and exactly how to reframe your experience in the job's own words. Your score, your gaps, your cover letter, your interview answers - all built from your resume and the specific job you're looking at.
  
  No tab-switching. No copy-pasting. No separate web app.
  
  RECENTLY UPDATED — v2.9.0 (April 2026)
  . Contract roles now show day rate estimates (e.g. A$850-1,050/day) instead of annual salary
  . ATS scanner: REQUIRED badges on must-have skills, weighted hard skill score, smarter keyword filtering, full copy report
  . Gap coach: Copy all gaps button compiles every reframe into one clipboard-ready summary
  . LinkedIn panel now renders correctly on direct job links
  
  RECENTLY UPDATED — v2.8.0 (April 2026)
  . NEW: Score This Page (Beta) — bulk score all visible jobs on a LinkedIn search page in one click
  . NEW: CV Comparison — compare an alternate resume against any job without changing your default profile
  . Exhaustive gap reporting — see ALL gaps on first scan, not just top 2-3
  . Cover letter quality: employer-first framing, no defensive gap language, specific closings
  . Won't Apply and Expired statuses for pipeline management
  . Green highlights for Applied/Interviewing/Offered jobs on dashboard
  . Overqualification fix, improved JD extraction, JSON repair
  
  See full release notes at truejob.fit/changelog.html
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  ► A SCORE YOU CAN TRUST
  
  Not keyword counting. True Job Fit classifies each job requirement against your actual experience - distinguishing what you've done directly, what's adjacent, and what's genuinely missing. Hard score ceilings mean adjacent experience can't inflate your result. If it says 76, it means 76.
  
  ► SEE EXACTLY HOW TO IMPROVE
  
  Every analysis shows your potential score - how high you could reach by applying the reframes below. The gap between where you are and where you could be is your to-do list before you hit Apply.
  
  ► GAP COACHING, NOT KEYWORD CHECKLISTS
  
  98% of Fortune 500 companies use ATS to filter applications. Most rejections aren't about missing skills - they're about missing words.
  
  True Job Fit tells you what to say instead.
  
  Three types of gap, each handled differently:
  
  . Keyword gaps - you have the experience, your resume just uses different words
  . Partial gaps - adjacent experience you can legitimately reframe
  . Genuine gaps - real mismatches you should know about before applying
  
  For keyword and partial gaps, you get bridge language you can use straight away: specific wording that puts your real experience in the job's own terminology. No invented skills. No fluff.
  
  ► ATS KEYWORD CHECK
  Every job description contains 15-25 keywords that determine whether your application gets past automated filters. True Job Fit extracts them, checks each one against your resume, and tells you exactly what to do.
  
  Three classifications, each with a specific action:
  . Found - already on your resume. No action needed.
  . Wording gap - you have the skill, you just described it differently. You get a specific action: swap one word in an existing bullet, weave a term into a specific sentence, or add it to your skills section. The tool names the exact bullet to edit.
  . Genuine gap - you don't have this. Flagged honestly so you can prepare for interview questions instead of faking it.
  
  No other tool tells you the difference between "wrong words" and "real gaps." And no other tool tells you which bullet on your resume to change and what word to swap in.
  
  Every result is cached - revisit a job and the keywords load instantly.
  
  ► COVER LETTERS BUILT FROM YOUR EXPERIENCE
  
  Not templates with your name dropped in. Every letter is constructed from your resume and the specific job description, using the hiring team's own language from the first line. Four styles - Strategic, Technical, Results-led, Balanced. Three lengths. Written to sound human.
  
  ► INTERVIEW PREP WITH YOUR ANSWERS READY
  
  Likely questions for this specific role, drawn from the job description. For each one, a STAR-formatted answer built from your actual projects, your numbers, your experience. Where you have partial gaps, those are flagged so you know where to be careful and where to lean in. Three rounds - Phone Screen, Hiring Manager, Final Round. Download and review before you walk in.
  
  ► TRACK EVERY JOB IN ONE PLACE
  
  Save any role from the analysis panel. Track status from Saved through to Offered. Every tracked job keeps its score, all cover letter versions, and full interview prep attached. Score map shows your whole pipeline at a glance. Export to CSV any time.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  HOW IT WORKS
  
  1. Upload your resume (PDF or DOCX) - parsed locally, done once
  2. Add your OpenAI API key - stored on your device, never shared
  3. Browse LinkedIn - your score appears on every job automatically
  
  You bring your own OpenAI API key. Your data goes directly from your browser to OpenAI. No middleman, no markup, no account with us. We never see, log, or store your data.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  WHAT IT COSTS
  
  ~$0.02 per job scan. Full prep with cover letter and interview prep: ~$0.15.
  An active job search typically runs $3-5/month.
  
  You pay OpenAI directly. We never touch your billing. The extension is free.
  
  Jobscan charges $49.95/month. Teal charges $29/month. Careerflow charges $19/month.
  True Job Fit: $3-5/month. No subscription. No markup. No upsell.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  YOUR DATA
  
  When you run an analysis, your resume text and the job description are sent directly to OpenAI using your own API key. No True Job Fit servers sit in between. No middleman. No account. No data sold. Your resume, API key, and job data are stored locally in your browser.
  
  New to OpenAI API keys? Setup guide at truejob.fit/how-to-get-api-key

• Apr 6, 2026
  description

  AI job coach built around your resume. Match scores, ATS keywords, gap coaching, cover letters, interview prep - inside LinkedIn.
  
  Most applications never reach a human. Applicant tracking systems filter you out before any recruiter reads what you wrote - not because you're underqualified, but because your words don't match the job's language.
  
  Every other tool charges $20-50/month to show you a keyword list. True Job Fit costs about 3 cents per job - and it coaches you on what to say instead.
  
  It lives inside LinkedIn. Upload your resume (or CV) once. Every job you view instantly shows how well you match, what's missing, and exactly how to reframe your experience in the job's own words. Your score, your gaps, your cover letter, your interview answers - all built from your resume and the specific job you're looking at.
  
  No tab-switching. No copy-pasting. No separate web app.
  
  RECENTLY UPDATED — v2.7.0 (March 2026)
  . Security hardened with CORS restriction, model pinning, rate limiting, and sender validation
  . 4-tier score colours: Strong Match (green), Good Match (blue), Stretch Role (orange), Weak Match (red)
  . Interview prep fix: regenerated questions now use your full CV, no more invented companies
  . Dashboard comparison mode: expand multiple jobs, Expand All/Collapse All toggle
  . Score map beeswarm layout for overlapping dots
  . Gap coach: visual separators, numbered gaps, Reframe All button
  . Cover letter improvements: fixed presumptuous closing tone, new Formal tone option
  . Popup: remove API key button
  
  See full release notes at truejob.fit/changelog.html
  
  See full release notes at truejob.fit/changelog.html
  True Job Fit is actively maintained and updated weekly. See full release notes at truejob.fit/changelog.html
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  ► A SCORE YOU CAN TRUST
  
  Not keyword counting. True Job Fit classifies each job requirement against your actual experience - distinguishing what you've done directly, what's adjacent, and what's genuinely missing. Hard score ceilings mean adjacent experience can't inflate your result. If it says 76, it means 76.
  
  ► SEE EXACTLY HOW TO IMPROVE
  
  Every analysis shows your potential score - how high you could reach by applying the reframes below. The gap between where you are and where you could be is your to-do list before you hit Apply.
  
  ► GAP COACHING, NOT KEYWORD CHECKLISTS
  
  98% of Fortune 500 companies use ATS to filter applications. Most rejections aren't about missing skills - they're about missing words.
  
  True Job Fit tells you what to say instead.
  
  Three types of gap, each handled differently:
  
  . Keyword gaps - you have the experience, your resume just uses different words
  . Partial gaps - adjacent experience you can legitimately reframe
  . Genuine gaps - real mismatches you should know about before applying
  
  For keyword and partial gaps, you get bridge language you can use straight away: specific wording that puts your real experience in the job's own terminology. No invented skills. No fluff.
  
  ► ATS KEYWORD CHECK
  Every job description contains 15-25 keywords that determine whether your application gets past automated filters. True Job Fit extracts them, checks each one against your resume, and tells you exactly what to do.
  
  Three classifications, each with a specific action:
  . Found - already on your resume. No action needed.
  . Wording gap - you have the skill, you just described it differently. You get a specific action: swap one word in an existing bullet, weave a term into a specific sentence, or add it to your skills section. The tool names the exact bullet to edit.
  . Genuine gap - you don't have this. Flagged honestly so you can prepare for interview questions instead of faking it.
  
  No other tool tells you the difference between "wrong words" and "real gaps." And no other tool tells you which bullet on your resume to change and what word to swap in.
  
  Every result is cached - revisit a job and the keywords load instantly.
  
  ► COVER LETTERS BUILT FROM YOUR EXPERIENCE
  
  Not templates with your name dropped in. Every letter is constructed from your resume and the specific job description, using the hiring team's own language from the first line. Four styles - Strategic, Technical, Results-led, Balanced. Three lengths. Written to sound human.
  
  ► INTERVIEW PREP WITH YOUR ANSWERS READY
  
  Likely questions for this specific role, drawn from the job description. For each one, a STAR-formatted answer built from your actual projects, your numbers, your experience. Where you have partial gaps, those are flagged so you know where to be careful and where to lean in. Three rounds - Phone Screen, Hiring Manager, Final Round. Download and review before you walk in.
  
  ► TRACK EVERY JOB IN ONE PLACE
  
  Save any role from the analysis panel. Track status from Saved through to Offered. Every tracked job keeps its score, all cover letter versions, and full interview prep attached. Score map shows your whole pipeline at a glance. Export to CSV any time.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  HOW IT WORKS
  
  1. Upload your resume (PDF or DOCX) - parsed locally, done once
  2. Add your OpenAI API key - stored on your device, never shared
  3. Browse LinkedIn - your score appears on every job automatically
  
  You bring your own OpenAI API key. Your data goes directly from your browser to OpenAI. No middleman, no markup, no account with us. We never see, log, or store your data.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  WHAT IT COSTS
  
  ~$0.02 per job scan. Full prep with cover letter and interview prep: ~$0.15.
  An active job search typically runs $3-5/month.
  
  You pay OpenAI directly. We never touch your billing. The extension is free.
  
  Jobscan charges $49.95/month. Teal charges $29/month. Careerflow charges $19/month.
  True Job Fit: $3-5/month. No subscription. No markup. No upsell.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  YOUR DATA
  
  When you run an analysis, your resume text and the job description are sent directly to OpenAI using your own API key. No True Job Fit servers sit in between. No middleman. No account. No data sold. Your resume, API key, and job data are stored locally in your browser.
  
  New to OpenAI API keys? Setup guide at truejob.fit/how-to-get-api-key

  AI job coach built around your resume. Match scores, ATS keywords, gap coaching, cover letters, interview prep - inside LinkedIn.
  
  Most applications never reach a human. Applicant tracking systems filter you out before any recruiter reads what you wrote - not because you're underqualified, but because your words don't match the job's language.
  
  Every other tool charges $20-50/month to show you a keyword list. True Job Fit costs about 3 cents per job - and it coaches you on what to say instead.
  
  It lives inside LinkedIn. Upload your resume (or CV) once. Every job you view instantly shows how well you match, what's missing, and exactly how to reframe your experience in the job's own words. Your score, your gaps, your cover letter, your interview answers - all built from your resume and the specific job you're looking at.
  
  No tab-switching. No copy-pasting. No separate web app.
  
  RECENTLY UPDATED — v2.8.0 (April 2026)
  . NEW: Score This Page (Beta) — bulk score all visible jobs on a LinkedIn search page in one click
  . NEW: CV Comparison — compare an alternate resume against any job without changing your default profile
  . Exhaustive gap reporting — see ALL gaps on first scan, not just top 2-3
  . Cover letter quality: employer-first framing, no defensive gap language, specific closings, independent practice context, unique differentiators
  . Won't Apply and Expired statuses for pipeline management
  . Green highlights for Applied/Interviewing/Offered jobs on dashboard
  . Overqualification fix — uses JD text as stated, no fabricated numbers
  . Improved JD extraction across all LinkedIn page types
  . JSON repair for occasional GPT formatting errors
  . FAQ link in popup
  
  See full release notes at truejob.fit/changelog.html
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  ► A SCORE YOU CAN TRUST
  
  Not keyword counting. True Job Fit classifies each job requirement against your actual experience - distinguishing what you've done directly, what's adjacent, and what's genuinely missing. Hard score ceilings mean adjacent experience can't inflate your result. If it says 76, it means 76.
  
  ► SEE EXACTLY HOW TO IMPROVE
  
  Every analysis shows your potential score - how high you could reach by applying the reframes below. The gap between where you are and where you could be is your to-do list before you hit Apply.
  
  ► GAP COACHING, NOT KEYWORD CHECKLISTS
  
  98% of Fortune 500 companies use ATS to filter applications. Most rejections aren't about missing skills - they're about missing words.
  
  True Job Fit tells you what to say instead.
  
  Three types of gap, each handled differently:
  
  . Keyword gaps - you have the experience, your resume just uses different words
  . Partial gaps - adjacent experience you can legitimately reframe
  . Genuine gaps - real mismatches you should know about before applying
  
  For keyword and partial gaps, you get bridge language you can use straight away: specific wording that puts your real experience in the job's own terminology. No invented skills. No fluff.
  
  ► ATS KEYWORD CHECK
  Every job description contains 15-25 keywords that determine whether your application gets past automated filters. True Job Fit extracts them, checks each one against your resume, and tells you exactly what to do.
  
  Three classifications, each with a specific action:
  . Found - already on your resume. No action needed.
  . Wording gap - you have the skill, you just described it differently. You get a specific action: swap one word in an existing bullet, weave a term into a specific sentence, or add it to your skills section. The tool names the exact bullet to edit.
  . Genuine gap - you don't have this. Flagged honestly so you can prepare for interview questions instead of faking it.
  
  No other tool tells you the difference between "wrong words" and "real gaps." And no other tool tells you which bullet on your resume to change and what word to swap in.
  
  Every result is cached - revisit a job and the keywords load instantly.
  
  ► COVER LETTERS BUILT FROM YOUR EXPERIENCE
  
  Not templates with your name dropped in. Every letter is constructed from your resume and the specific job description, using the hiring team's own language from the first line. Four styles - Strategic, Technical, Results-led, Balanced. Three lengths. Written to sound human.
  
  ► INTERVIEW PREP WITH YOUR ANSWERS READY
  
  Likely questions for this specific role, drawn from the job description. For each one, a STAR-formatted answer built from your actual projects, your numbers, your experience. Where you have partial gaps, those are flagged so you know where to be careful and where to lean in. Three rounds - Phone Screen, Hiring Manager, Final Round. Download and review before you walk in.
  
  ► TRACK EVERY JOB IN ONE PLACE
  
  Save any role from the analysis panel. Track status from Saved through to Offered. Every tracked job keeps its score, all cover letter versions, and full interview prep attached. Score map shows your whole pipeline at a glance. Export to CSV any time.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  HOW IT WORKS
  
  1. Upload your resume (PDF or DOCX) - parsed locally, done once
  2. Add your OpenAI API key - stored on your device, never shared
  3. Browse LinkedIn - your score appears on every job automatically
  
  You bring your own OpenAI API key. Your data goes directly from your browser to OpenAI. No middleman, no markup, no account with us. We never see, log, or store your data.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  WHAT IT COSTS
  
  ~$0.02 per job scan. Full prep with cover letter and interview prep: ~$0.15.
  An active job search typically runs $3-5/month.
  
  You pay OpenAI directly. We never touch your billing. The extension is free.
  
  Jobscan charges $49.95/month. Teal charges $29/month. Careerflow charges $19/month.
  True Job Fit: $3-5/month. No subscription. No markup. No upsell.
  
  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  
  YOUR DATA
  
  When you run an analysis, your resume text and the job description are sent directly to OpenAI using your own API key. No True Job Fit servers sit in between. No middleman. No account. No data sold. Your resume, API key, and job data are stored locally in your browser.
  
  New to OpenAI API keys? Setup guide at truejob.fit/how-to-get-api-key

• Apr 6, 2026
  permissions

  storage, activeTab, scripting

  storage, activeTab, tabs, scripting, offscreen

Permissions & access

Permissions

storageactiveTabtabsscriptingoffscreen

Host access

https://www.linkedin.com/*, https://tjf-proxy.truejobfit.workers.dev/*

Screenshots

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JobPilot AI | Autofill, Track & Discover Jobs

AI-powered job autofill, cover letter generator, application tracker, job search & multilingual chatbox for every ATS platform.

23

★ 5.0