AI Job Fit
EN FR

Know in 10 seconds whether a job is worth your time Then apply with a CV tailored to that job

AI Job Fit shows a match score right on LinkedIn and Indeed job pages, then generates a CV and a cover letter built for that job in one click, without ever making anything up.

Watch the demo (1 min)
No account · No setup · Works on LinkedIn and Indeed
  • Your CV stays in your browser
  • The AI invents nothing about your background
  • PDF and Word export
The demo

The whole tool in one minute

From importing your CV to exporting the PDF. Click a chapter to jump straight to the part you care about.

Chapters

The demo was recorded with the French interface and a French voice-over. English subtitles are on by default; the player's CC button turns them off. The extension itself is in English when your browser is.

How it works

Three steps, and you only ever repeat one

Importing your CV happens once and for all. After that, each application takes two clicks.

1

Import your CV, once

The AI turns it into a structured profile: experience, skills, education, languages. It stays in your browser only, and you can complete or enrich it at any time.

2

Open a job posting

On LinkedIn or Indeed, the score panel appears on its own: overall rating, breakdown by criterion, strengths worth highlighting, and the requirements that genuinely rule you out.

3

Tailor, review, apply

One click generates the CV reordered for the job, plus the cover letter. You read the before/after, adjust what you want, and export to PDF or Word.

The features

What the extension does, in detail

Every screenshot below is a real frame from the demo. Nothing is mocked up.

Decide

A match score that actually helps you choose

Not a vanity number. The panel sits on the open job posting and spells out why it fits, or why it doesn't.

  • 5 scored dimensions: technical, experience, seniority, soft skills, languages.
  • The deal-breakers you genuinely don't meet: rare, but decisive.
  • Your strengths and the keywords worth putting forward in the application.
  • The score you could reach after tailoring: what reworking the CV actually buys you.
The AI Job Fit panel on a LinkedIn job posting: total score of 72, breakdown by criterion (technical 55, experience 75, seniority 71, soft skills 80, languages 85) and the keywords worth highlighting.
Tailor

The CV rewritten for the job, in one click

The extension starts from your master profile and reorders it for the open posting: what matters moves up, and the wording lines up with the ad.

  • ATS keywords picked up from the ad, so you get through the automated filters.
  • 4 levels of optimisation, from strictly faithful to deliberately bold.
  • Tone, length, language and template adjustable live, without starting over.
  • Editable by hand: click into the CV, and the exported PDF is identical to the preview.
Preview window of the tailored CV, showing a “faithfulness to master profile: 100%” indicator and buttons for settings, view changes, regenerate, Word and download PDF.
Check

Every change stays visible

This is the tool's safety rail: you know exactly what the AI touched, and you keep control over what you send.

  • Line-by-line before / after, with the exact count: reworded, added, removed, reordered.
  • A faithfulness indicator against your master profile, on screen at all times.
  • Nothing invented: the AI rewords and reorders your background, it doesn't add experience to it.
The CV changes view: “5 reworded · 0 added · 0 removed · 0 reordered”, with the modified passages highlighted in the text.
Convince

The cover letter right after

Written from your actual profile and the posting, not from a generic template. Ready in seconds, then adjustable the way you'd ask a person.

  • Plain-language edits: “shorter”, “warmer”, “play up the management side”…
  • Fully editable: click into the text and fix whatever you want.
  • Honest about the gaps: the letter owns what's missing instead of hiding it.
The “Cover letter” window with the generated text and a field reading “Say how to adjust it (e.g. shorter, warmer, emphasise…)”, followed by an Adjust button.
And also

The details that save you time

LinkedIn and Indeed

The same score, the same workflow on both platforms. The panel follows your browsing: move to another posting and the score recalculates.

Collapses into a badge

Panel in the way while you read? Collapse it: the score follows you in a small badge, and you see straight away when it drops.

The AI asks questions

Before generating, it asks you about the required skills it couldn't find in your CV. You answer in a couple of words, or you skip the question.

A reusable master profile

Imported once, editable at any time in the options: experience, achievements, dates, skills. Every application starts from there.

PDF and Word export

The PDF matches the preview pixel for pixel. The Word file lets you rework the layout if a recruiter asks for it.

Live settings

Tone, length, output language, template, optimisation level: change a setting and the result updates without starting from scratch.

Privacy

Your data stays with you

A CV is your name, your address, your entire career. We treat it that way.

Local storage only

Your profile and your preferences live in your browser's storage. They never go to any server.

No content kept

The text sent to the AI to produce the score, the CV or the letter passes through our technical relay and is not stored there.

Anonymous statistics, hosted in Europe

Usage counters with no content, hosted in Europe, switchable off in one click in the options.

No account required

No sign-up, no password, no API key to paste. You install it, you import your CV, you're off.

Read the full privacy policy

Frequently asked

What people ask us most

Does the AI invent experience I don't have?

No. Tailoring reorders, tightens and rewords what already exists in your master profile. It doesn't create a job, stretch a date range or add a degree.

And you don't have to take our word for it: the before / after view lists every line it touched, with a count of the bullets reworded, added, removed or reordered.

Which sites does the extension work on?

LinkedIn and Indeed. The panel appears on a job posting page and recalculates when you move to the next one.

What language does the extension work in?

The interface follows your browser language, English or French, and you can switch it in the options.

The language of the generated CV and cover letter is a separate setting: you can keep a French CV and apply in English, or the other way round. By default the documents come out in English, or in the language of the posting if your profile says you speak it.

Do I need to provide an OpenAI API key?

No. AI calls go through our relay: nothing to configure, and nothing to pay during the launch beta.

Where is my CV stored?

In your browser's local storage, on your own machine. We don't host it. If you uninstall the extension it goes with it, so keep your original PDF.

How long does tailoring take?

The score appears within seconds of opening the posting. The tailored CV and the letter take a handful of seconds more, clarifying questions included.

Will it stay free?

It's free during the launch beta. If a paid plan arrives later, it will be announced clearly in advance. No surprise charge.

Ready to apply more deliberately?

Install the extension, import your CV, open a job posting. You'll see your first score within the minute.

No setup required
Coming soon

Available on 1 August 2026

AI Job Fit is being finalised before it goes live on the Chrome Web Store. The extension will be installable on 1 August 2026.

Watch the demo