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Viable tests product ideas, messaging, and features with real and simulated users so you can see what people actually respond to — before you invest.
Quickly validate product ideas, messaging, and features using real market behavior - not assumptions.
Use your own audience, upload a customer list, or let Viable identify the right people to test with.
Create landing pages and ads to see how poeple respond to your idea, messaging, or feature.
Track clicks, engagement, and conversions to understand what people truly want.
Generation alone doesn't reveal what customers actually want.
Viable detects the behavioral signals that matter.
This isn't research. It's a system. A continuous loop that turns exploration into evidence—and evidence into direction.
Add your product, features, and competitors with AI doing the heavy lifting.
Test with prospective customers, existing users, or simulated audiences.
Product ideas, messaging variations, feature concepts, or even test landing pages that are already live.
Track behavior across the funnel—not just opinions.
Prioritize next experiments based on your results, competitors, industry trends & adjacent products.
(AI Generated)
Fast, directional signal
(Human)
Real behavior and proof
See how teams in different industries use Viable to validate ideas before committing resources.
Common Problem
Product managers constantly balance feature requests, roadmap pressure, and limited development resources - often without clear evidence of what customers actually want.
How Viable Helps
Viable lets PMs test feature ideas, concepts, and usability early so they can prioritize the roadmap with real customer signals instead of assumptions.
Common Problem
Marketing teams invest heavily in campaigns and landing pages without knowing which messaging will actually resonate with their target audience.
How Viable Helps
Viable tests positioning, landing pages, and ad messaging with real and simulated audiences to reveal which value propositions drive engagement and conversion.
Common Problem
Early-stage teams must make critical product decisions quickly — often without access to formal research resources or large testing budgets.
How Viable Helps
Viable gives founders fast feedback on product, ideas, markets, and messaging so they can validate demand before writing code of committing significant capital.
Speed builds products. Intent decides what survives.
