MVP: how to validate an idea in 4 weeks
An MVP isn't "a weaker version of the product". It's the smallest experiment that proves or kills a hypothesis.
The right hypothesis
Before writing a line of code, write:
"I believe [type of customer] will pay [amount] for [solution] because [pain]."
If you can't fill it in, you're not ready.
4-week timeline
Week 1 — Interviews
- 10 conversations with potential customers
- No demos, just questions about the problem
- Look for patterns, not validation
Week 2 — Prototype
- Figma + a landing page
- A 60-second video
- Still no real code
Week 3 — Pre-sale
- Show to 20 qualified people
- Ask for commitment: credit card or contract
- 3 real yeses > 100 likes
Week 4 — Minimal build
- Only the flow paying customers need
- Manual backend is OK (Wizard of Oz)
- Ship to the first customer in production
Signals you're on track
- Customers pay before the product exists
- They ask for specific features (not generic)
- They complain when the product fails
Stop signals
- "Interesting, but..." from everyone
- They ask for a discount before seeing value
- Nobody refers others
An MVP isn't there to impress. It's there to learn faster than the competition.

Writes about applied AI, operations, GEO/SEO and how to turn companies into machines that keep running even when no one is watching.
