AI worksheet generator in Soviet math style

What to build

An AI-powered worksheet generator for homeschooling parents and independent tutors: feed it a grade/topic, and it produces leveled, proof-heavy problem sets with step-by-step solutions in a printable PDF, styled on the rigor of Soviet-era math pedagogy rather than Common Core drilling.

A 2017 HN thread on why Soviet math textbooks are harder than US ones still draws strong engagement, pointing to an underserved appetite for rigorous, non-rote math materials that current budget options don't satisfy.

Demand

Homeschooling parents and independent tutors who want AoPS-level or RSM-level rigor but can't justify those subscription prices are the target buyer, and the enduring interest in this HN thread suggests the 'why is US math so watered down' frustration is long-running rather than a one-off.

• Hacker News discussion threadDiscussion

  167 points, 234 comments on HN for 'Why are Soviet math textbooks so hardcore in comparison to US textbooks?' — high engagement at the source for a nearly decade-old thread.

• Russian School of Math (RSM)Market reference

  Premium tutoring franchise built explicitly on Soviet/Russian math pedagogy, showing families already pay for this style of rigor when they can afford it.

• Art of Problem Solving (AoPS)Market reference

  Established competition-math curriculum provider whose pricing puts it out of reach for many price-sensitive homeschooling families, leaving a gap at the budget end.

Stack

• OpenAI API or Claude API for problem/solution generation
• Public-domain Soviet textbook scans (archive.org) as source corpus
• LaTeX or WeasyPrint for PDF typesetting
• Next.js for the web frontend
• Stripe for subscription billing
• Supabase for user accounts and worksheet storage

Solo + AI difficulty

The web app, PDF generation, and billing are all easy, well-trodden territory for a solo builder with AI assistance; the hard parts are sourcing and verifying public-domain translation rights for the source textbooks, and catching the multi-step proof errors LLMs are prone to before they reach paying customers. Realistic time-to-MVP is 2-4 weeks for a basic generator, but longer if you build a human or automated math-verification review step before launch.

Entry threshold

Low capital needed since source material is public domain and the generator is an LLM wrapper, but the niche already has entrenched, well-funded competitors like RSM, AoPS, and Beast Academy, so differentiation and distribution take real effort.

Window

12-24 months

Where to find first users

• r/homeschool
• r/HomeschoolRecovery and other homeschool-curriculum subreddits
• Homeschool curriculum Facebook groups
• Indie Hackers / Product Hunt launch targeting parents and tutors

Competitors

• Russian School of Math
• Art of Problem Solving
• Beast Academy

Counter-signals & risks

• Public-domain status of Soviet-era textbooks is uncertain across US/EU jurisdictions, including translation rights and Soviet-successor-state IP claims, which could block legal digitization and redistribution.

• LLM-generated math problem sets and solutions are prone to factual and logical errors in multi-step proofs, directly undermining the 'rigor' selling point the product depends on.

• No historical precedent match was found for this specific arbitrage, and the underlying signal score is only 0.5, suggesting weak confidence that a real, sizable paying market exists beyond a niche of homeschooling enthusiasts.