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AG Algo LabAG Algo Lab

Own product · passeportiae.com · live since 9 September 2026

Passeport IAE: live the day of the first file.

A test-prep service for the Score IAE-Message, the entrance test of France's university business schools (IAE). 20 mock exams in the official format — 4 tests, 170 questions, 180 minutes, a score out of 400 —, 4,206 corrected and explained questions, and a dashboard that says what to revise tonight. The first exam is free, no bank card.

the test format, as the platform serves it · click: the visas stamp again

Inside the platform

Four screens, held like a hand of cards.

The dashboard, the session, the statistics, the news — drawn by the site itself, with sample data. Hover or tap a screen: it comes to the front.

The dashboard: estimated score out of 400, gap to the average, one mark per test — sample data
The dashboardestimated score out of 400, gap to the average, one mark per test
The training session: tests and themes to pick, immediate correction
The sessiontests and themes of your choice, immediate correction
The statistics: profile per test against the target, themes to work on
The statisticsprofile per test, themes to work on
News dated to the month: one card per question, the month of the event
The newsdated to the month, 133 questions today

4,206corrected questionspublished, counted in the repository on 15 September 2026
20mock exams170 questions each, official timer
133news questionsdated to the month, sliding window
27pagespublic site, test guide, application
6server functionsaccounts, payment, proof, report · 2 crons
4 × 100tests, scored out of 400170 questions, 180 minutes, 5 choices

The score

Slide the stamp: what is a score worth?

After each session, the platform places the candidate on this ruler and tells them what to revise. The markers are the coaching schools': the association running the test publishes no statistics, and the site says so on every screen.

264/ 400very competitive

+84 points above the estimated average

Estimate: average around 180 out of 400 according to four coaching schools that agree, never an official figure. The dashboard shows only the gap to this average, no percentile.

The question factory

No question is served before it has been reviewed.

One model writes, a second reviews, a script checks. 4,206 questions published, 60 waiting for their review — and the bank is recounted every time this page is published.

  1. Writing

    A Claude model writes in the booklet's format: five options, one explanation, a target time.

  2. Review

    A second model reviews every question: it publishes, corrects or rejects it.

  3. Checks

    A script rejects duplicates, an answer always in the same slot, a right answer longer than the others.

  4. Published

    Served to candidates, with its correction. The 60 waiting ones are not.

4,206questions published
60under review, never served before
20fixed exam papers
Gen. knowledge894
French1,350
Logic612
English1,350

The launch

First file and launch: the same day.

The site, the app, the accounts, the checkout and the weekly report fit on a boarding pass. Scroll: it tears off.

AG ALGO LABBoarding pass

IdeaLive
Passenger
passeportiae.com
First file
Live
Gate
Vercel · 2 crons
Seat
Supabase · accounts, sessions
Class
Stripe · payment, scholarship price
Baggage
27 pages · 6 server functions
Built with
Claude Code

Stub4 × 100

7days, first to last file

4,206 q · 20 exams · 29 / 59 €

And for you

A product to launch?

Site, accounts, checkout, follow-ups, dashboard: the same path, from the first file to the first sale. Price depends on the product, set after a first conversation.