From rough idea to viability score with AI coaching
Founders do not need another generic chatbot
They need structured guidance: market signals, strategy prompts, and honest feedback on whether an idea is worth the next six months.
Pocket Coach AI delivers that through an Assistants-style conversational coach plus vScore—a viability score built from structured inputs and conversation history.
See Pocket Coach AI in the portfolio →
Product building blocks
- Next.js + React with Shadcn UI and Tailwind for a modern, responsive shell
- MongoDB for user and session data
- NextAuth.js with Google, Apple, and email/password—enterprise-friendly without slow onboarding
- Langbase & Relevance AI for recurring industry insights and weekly reports
- AI teammate personas (marketing, finance, tech) for collaborative planning
Why vScore matters
Chat alone drifts. A scoring layer forces the product to synthesize what was said into a comparable signal founders can track over time. That turns "interesting conversation" into actionable product UX.
Lessons for AI SaaS founders
- Go beyond wrapper UX—scoring, reports, and personas create retention
- Auth flexibility early—Google + Apple + email covers most B2C and prosumer segments
- Weekly rituals—automated industry snapshots give users a reason to return
We help teams ship AI products that feel like software, not demos. Contact Ryzonix for MVP scoping.