SideHustle Score
A viability-testing tool for working professionals with a side-business idea — describe it in a paragraph and get an AI-generated time-to-profit estimate, market-size ballpark, top regulatory hurdles in your state, and a 90-day launch checklist.
full-time employees with a side-business idea they want to validate before quitting their job
- One-paragraph idea input that returns a viability score with strengths, weaknesses, and unknowns
- State-specific regulatory map surfacing required licenses, sales-tax registrations, and home-business zoning rules
- Time-to-profit model based on category benchmarks (ecommerce, freelancing, food, services)
- 90-day launch checklist with weekly milestones and a 'quit job readiness' trigger
The 'entrepreneur's paradise' framing is prompting would-be founders to act, but most stall at the first regulatory hurdle; a tool that pre-surfaces those hurdles shortens the path from idea to first dollar.
HN thread at 27 points and 24 comments shows moderate discussion around entrepreneurship sentiment but no strong viral pull.Test Your Idea in 120s — AI Startup Validator 2026 ↗
Side-hustle idea validators exist (Validator AI, etc.) but first-time founder regulatory mapping is underserved.Test Your Idea in 120s — AI Startup Validator 2026 ↗
Aspiring solopreneurs will pay modest amounts ($10–30/mo) for actionable pre-launch tools.Test Your Idea in 120s — AI Startup Validator 2026 ↗
Side-hustle formation is perennial, driven by cost-of-living pressure.
Combining regulatory databases with an LLM-scored checklist is a straightforward MVP.