Marigold gives every student a dedicated AI tutor that explains concepts clearly, adapts to their learning pace, and builds real understanding. Less than one hour of private tutoring per month.
AI tutoring platform for middle schoolers, $15-20 monthly subscriptions via paid social to parents.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Marigold from MVP shell to operating business.
Large $1.3B direct-to-consumer TAM targeting clear buyer segment: parents spending $50-150/mo on edtech. Proven GTM through paid social targeting and school ambassador organic growth path. LLM tutoring meaningfully differentiates from Khan Academy's content library and Photomath's step-by-step solver. Accessible price point of $15-20 with low friction and immediate free trial conversion. Defensible margins if LLM API costs are managed tightly.
COPPA compliance for under-13 users requires verifiable parental consent, slowing iteration and raising legal liability. LLM API costs can spiral to $3-8 per user monthly, destroying margins at $15-20 price points without aggressive token budgeting. Incumbents like Khan, Khanmigo, and Photomath own parent mindshare with free or near-free tiers, driving CAC up sharply. Parents remain skeptical about unsupervised AI interaction with children. Probability of meaningful success is 0.14 and Year 1 cash flow is negative.
Ideal owner has EdTech domain expertise or prior SaaS founding experience. Must have existing parent distribution list or school contacts to amplify paid social ROI. Needs operational discipline to manage LLM API margins and navigate COPPA compliance. Not suitable for first-time founders or non-technical operators. Best fit: former EdTech founder, school district operator, or parent advocacy organization with brand credibility.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
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The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds Marigold for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.