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The Minimum Viable Testing Process for Evaluating Startup Ideas
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TL;DR: After being early at three startups that reached $1M in run-rate within 6 months of launch (Udemy, Sprig, Maven), Gagan Biyani shares his MVT framework. Instead of building a simplified product (MVP) and iterating, he tests individual hypotheses about the riskiest assumptions first. The 3-step process: 1) Find your value proposition, 2) List risky assumptions, 3) Test the atomic unit. For Maven, he ran one cohort-based course with Sam Parr ($150K revenue, 9/10 rating) before building any software. For Sprig, he ran a food delivery operation from his living room using Craigslist chefs and Settlers of Catan pieces. Each company ran 3-5 MVTs over 6-9 months before shipping v1.
Key Insights
- MVPs lead founders to overbuild - test individual hypotheses before any product code
- Three of Biyani's four startups hit $1M run-rate within 6 months because they validated before building
- The atomic unit test: distill your product to its smallest possible unit and test just that one thing
- No company swag until $250K revenue or 250K users - don't attach identity to being a founder before proving value
- Run 3-5 MVTs over 6-9 months before shipping v1, then delete all test code and start fresh
Actionable Takeaways
- List your 3 riskiest assumptions - the #1 is always 'do people want this?'
- For each assumption, design a test of JUST that assumption, not the full product
- Force users to pay with time or money rather than asking opinions - behavioral economics shows people can't predict their own behavior
- Partner with someone who has an existing audience for your first test to avoid building marketing from scratch
Principles Validated (3)
Read full article on review.firstround.comAdded Feb 15, 2026