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Pass AI
AI study support for IB, AP, and other top-level students
PassAI turns your own study materials — PDFs, notes, slides — into AI-generated quizzes for IB, AP, and GCSE exams. It uses Bayesian Knowledge Tracking to estimate your pass probability per topic, and shows progress as a growing garden instead of streaks or red marks. Built by a teacher for students preparing for high-stakes exams.
Hey Product Hunt
I teach IB students, and I built PassAI because I kept watching the same thing happen every exam season: smart, hardworking kids spiraling because they had no idea whether their studying was actually working. Streak-based apps and generic flashcard tools weren't helping — they were adding pressure.
PassAI does three things:
You upload your own materials (your teacher's slides, your notes, past papers) and it generates quizzes from that, not from a generic question bank.
It runs Bayesian Knowledge Tracking under the hood to estimate your pass probability per topic, so you know where you actually stand.
Progress is shown as a garden — topics you've mastered are in bloom, weak ones are seeds. No red X's, no broken streaks. The metaphor is intentional: studying should feel like tending something, not running from punishment.
Free tier lets you upload, quiz, and see your pass probability snapshot. Pass Pro ($9.99/mo or $79/yr) unlocks the full topic-by-topic garden, study plans, and progress over time.
Backend is FastAPI + Supabase, frontend React. Built with one developer on revenue share — not VC-funded, so feedback genuinely shapes where this goes next. Would love to hear what you think, especially from students, teachers, and anyone who's used Quizlet/Anki and wanted something different.
About Pass AI on Product Hunt
“AI study support for IB, AP, and other top-level students”
Pass AI was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #15 on the daily leaderboard. PassAI turns your own study materials — PDFs, notes, slides — into AI-generated quizzes for IB, AP, and GCSE exams. It uses Bayesian Knowledge Tracking to estimate your pass probability per topic, and shows progress as a growing garden instead of streaks or red marks. Built by a teacher for students preparing for high-stakes exams.
On the analytics side, Pass AI competes within Productivity, Education and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Pass AI performed against the three products that launched closest to it on the same day.
Who hunted Pass AI?
Pass AI was hunted by Red Chambers. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Pass AI including community comment highlights and product details, visit the product overview.
Red Chambers