Product·6 min read·

Why Job-Agent Isn't Free

A Product Hunt commenter asked why a tool for job seekers charges the people least able to pay. Here is the honest answer: what free actually costs, who this is built for, and why we pay more to keep your CV in Europe.

Someone left this comment on my LinkedIn post about our Product Hunt launch:

“Imagine someone builds a tool for job seekers who are likely panicking or broke and they offer it... drum roll... for free? I’m sure the upside would be huge.”

It was sarcastic, and it was fair. Job hunting is one of the few situations where the people who most need help are the least able to pay for it. Charging them feels like bad timing at best. So here is the honest answer to why Job-Agent is not free.

Free is never free. It is a different bill.

Every analysis Job-Agent runs sends your job description and your career history through an AI model, several times over. Once to read the job ad. Once for each theme it scores you against. Once more to write the resume. Every one of those passes costs us money, and the bill arrives whether you paid us anything or not.

A free product still has to cover that. The usual ways are well known. You show ads. You sell aggregated behavioural data. You sell candidate profiles to recruiters. You use the free tier as bait for an upsell that appears at the moment of maximum desperation. Or you take investment and defer the question until the investors want it answered, at which point you do one of the first four anyway.

Each of those means the job seeker stops being the customer and becomes the inventory. That is what the old line means: if it is free, you are the product. It is worn out from overuse, but nobody has come up with a better description of the trade.

Who this is actually built for

The comment assumed a specific user: broke, panicking, probably early career. That person exists and deserves better tools. They are not who Job-Agent is designed around.

The person we built this for is looking for their next role at 45, has twenty years of experience, and cannot work out why the callbacks stopped. Their CV is not weak. It is being read by software that does not understand it. They have money. What they do not have is time, clarity, or a system that tells them the truth about where they stand.

For that person the cost of the tool is not the important number. The important number is how many weeks they lose sending applications into a filter they cannot see.

What we chose instead

There is a free tier. Every account gets one application pack on signup, no card, no trial clock counting down.

Analysis is not what the pack limits. You can paste in as many job descriptions as you want, get a real match score and a gap list for every one, and each analysis you run sharpens your Memory Core so the next one is better. None of that is metered. The pack is what turns an analysis into finished documents: one tailored resume and cover letter, so you can hold the actual output in your hands before deciding whether any of this is worth paying for.

And when that pack is spent, you do not hit a wall with a price list on it. The next resume still gets built, and you see a preview of it. Your name, your roles, your profile summary written from your own career evidence against that specific job description. Not a generic sample, not a blurred stock template. The actual document, waiting for you.

That is a deliberate choice and not an especially comfortable one. It would convert better to hide the output entirely and let curiosity do the work. Showing you exactly what you are deciding about is the version we can defend.

The most popular paid option is a 90-day pass. One payment, no auto-renew, no reminder email in month four asking if you would like to continue. You buy three months because a job search takes about three months. You find a role, and the relationship ends. Monthly and annual plans exist for people who prefer them, but the pass is the default for a reason: we would rather you leave than forget you are still being charged.

There is also an employer side to the business. The commenter was right that the larger market sits there, and companies are far better placed to absorb software costs than someone between jobs.

The part that costs us money on purpose

Job-Agent runs on European infrastructure. The servers are in Paris, on Scaleway. The AI model is Mistral, also French. No American company touches your data, and nothing you upload is used to train anything. That is not the cheapest way to build this. Running the same product on American services would cost us less, and the tools around them are better.

We pay the difference because a CV is not neutral data. It contains your full employment history, your education, sometimes your salary expectations and your address. Handing that to a country with different rules about what can be done with it, to save ourselves money, is not a trade we wanted to make on your behalf without telling you.

Free would have made that trade unavoidable.

The scoring tells on us

There is a simpler test of whether a tool is built for you or built for its own retention numbers: does it flatter you?

Most AI resume tools return a high score for everything you paste in, because a user who feels good comes back. Job-Agent hard-caps your score at 45 to 55 percent when you fail a critical requirement, no matter how strong the rest of your profile is. Meet a requirement by proxy rather than directly and it caps at 77 to 82 percent with the gap shown in amber.

That is a worse product by engagement metrics. People do not enjoy being told they are a 48 percent match. It is the correct product if the goal is for you to stop applying to roles you will not get, and to see precisely what is missing on the ones you might.

A free tool funded by attention cannot afford to do that. It needs you to feel good enough to come back tomorrow.

The honest summary

We could make Job-Agent free. It would mean selling your data, selling you ads, or selling your profile to recruiters who would pay well for a database of senior candidates actively looking and not yet aware they are listed.

We would rather charge you a fair price, keep your data in Europe, tell you the truth about your match score, and let you stop paying the moment you no longer need us.

That is the whole argument. You are welcome to disagree with it, and the free pack is there either way.

Stop rewriting your resume from scratch

Job-Agent analyses every job description you apply for, extracts the exact ATS keywords, and rewrites your resume to match — all in under 60 seconds per application.