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True Job Fit

AI Job Coach for LinkedIn·truejob.fit

True Job Fit is a Chrome extension that shows match scores, salary estimates, ATS keyword checks, gap coaching, cover letters, and interview prep directly on LinkedIn job pages. A resume is uploaded once and parsed locally in the browser, then every LinkedIn job viewed shows an instant calibrated match score and related tools without leaving the page. Analysis requests go directly from the user's browser to OpenAI using the user's own API key, with no True Job Fit servers in between.

What it's for

Checking match score for a LinkedIn job before applyingIdentifying ATS keyword gaps in a resume versus a job descriptionGetting bridge language to reframe resume experience in a job's own wordsGenerating tailored cover letters in different styles and lengthsPreparing for phone screen, hiring manager, and final round interviews with personalized questionsTracking job applications through a pipeline (Saved, Applied, Interviewing, Offered)Comparing multiple resumes against the same job postingViewing salary or day-rate estimates for a role

Features 19

Application dashboard tracking jobs through Saved, Applied, Interviewing, Offered stages
ATS keyword check showing found, rephrased, and genuinely missing keywords
Calibrated match score classifying role type, function match, and seniority alignment
Compare CV feature to test an alternate resume against the same job
Contract role day-rate display instead of annual salary
Copy all gap reframes to clipboard in one action
Download interview prep as a markdown file
Gap Coach with bridge language to reframe experience in the job's own words
Hard ceilings preventing adjacent experience from inflating match scores
Interview prep with phone screen, hiring manager, and final round question sets
One-click cover letters in four styles (Strategic, Technical, Results-led, Balanced) and three lengths
Regenerate any interview question for a fresh angle
Required vs preferred keyword badges and weighted hard skill scores
Rescan prompt (amber banner) when a job's score is based on an outdated resume
Resume parsing from PDF or DOCX done locally in the browser
Salary estimate display on job pages
Score distribution map of tracked jobs
Specific per-keyword actions (swap word, weave into bullet, add to skills section)
STAR-format answer frameworks built from the user's actual resume content

At a glance

free tierfree trialself-hostable

TypeBrowser extension

DeploymentHybrid

PlatformsWeb

Forjob seekers

Integrations

LinkedInOpenAI

Resources

Changelog

Pricing

No subscription fee; the extension is free and usage is billed directly by OpenAI via the user's own API key. A typical active job seeker spends about $3-5/month on OpenAI costs. Stated competitor comparison: Jobscan $49.95/month, Teal $29/month, Huntr $40/month, versus True Job Fit's $3-5/month usage cost.

FreeFree

The extension itself is free to install; after 3 free analyses, an OpenAI API key is required to continue.

First 3 LinkedIn job analyses are free and do not require an OpenAI API key

Pay As You Go (Bring Your Own API Key)Quote

$5 of OpenAI credit reported to cover 200+ scans.

No subscription; users pay OpenAI directly via their own API key, with no markup from True Job Fit