Problem

Miyagi Labs addresses the inefficiency and expense of standardized-test preparation. Students often have abundant online resources but lack a clear diagnosis of what to study, personalized guidance, and feedback on why their answers are wrong. The company’s launch materials frame one-to-one tutoring as highly effective but unaffordable for many learners, while passive video consumption and generic courses fail to turn study time into active practice.

The killer use case is a student preparing for a high-stakes exam such as the SAT, ACT, KCSE, UTME, NEET, or CAT who needs an affordable alternative to a private tutor. Instead of following a one-size-fits-all book or cramming shortly before the test, the student can identify weak areas, follow a targeted study path, and receive continuous explanations and practice.

Product / Service

Miyagi Labs is an AI-powered exam-prep platform delivered through its website and mobile apps. It combines diagnostic tests, expert-reviewed practice questions, full-length mock exams, progress and score tracking, personalized study plans, gamification, and an AI tutor that explains mistakes and provides additional guidance. The platform supports standardized exams across North America, Africa, and Asia, including the SAT, ACT, NYC SHSAT, KCSE, KJSEA, UTME, NEET, and CAT.

The business uses a freemium-to-subscription model: students can start for free, while the premium plan is advertised at $40 per month with a three-day trial; app-store listings also advertise paid unlimited-access options. Its value proposition is structured, always-available tutoring and adaptive practice at a fraction of the cost and logistical burden of human tutoring. The underlying technology originated as a system that converts educational videos into interactive courses with automatically generated questions, quizzes, and AI feedback, although the current consumer-facing product is centered on exam preparation.

Market

Miyagi Labs competes in AI-native educational technology, specifically adaptive test preparation and digital tutoring. The opportunity sits inside a large standardized-test and private-tutoring market: one industry estimate says the U.S. test-preparation market is expected to grow by $19.79 billion from 2025 to 2030. Comparable products include Khanmigo and Khan Academy’s SAT preparation, UWorld’s large question banks, Acely and R.test’s AI tutoring or diagnostics, and established providers such as Princeton Review. Miyagi differentiates through multi-country exam coverage, a combined diagnostic-and-study-plan workflow, and an AI tutor integrated with practice content.

The company appears to be an early but launched, monetizing startup rather than pre-revenue: it offers paid subscriptions, was founded in 2025, entered Y Combinator’s Winter 2025 batch, and is reported to have raised a $500,000 seed round. Its website advertises more than 16,000 expert-reviewed practice questions, while its Apple and Google app listings claim more than 75,000 and 60,000 students respectively; these are company or app-store marketing claims rather than independently audited active-user figures. Public sources do not disclose revenue, retention, or conversion data, so the scale and commercial quality of that traction remain uncertain.