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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.
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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.
Pass AI was featured in Productivity (652.1k followers), Education (78.5k followers) and Artificial Intelligence (469k followers) on Product Hunt. Together, these topics include over 256k products, making this a competitive space to launch in.
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.
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