Test Product Ideas with Real Market Signals

Viable is an idea testing platform that helps product teams and marketers validate new ideas before building them. Instead of relying on opinions or surveys, Viable runs simulated ad campaigns and landing pages to measure real user behavior like clicks, engagement, and conversions. This shows whether demand exists before you invest time and resources.

The ai era of product development

A faster way to validate product ideas

Viable is:

A product validation tool for early-stage ideas
A system for running simulated ad campaigns
A way to measure real demand through behavior, not opinions
A decision-making layer before design and development

From idea to validation in one system

With Viable teams can:

Turn an idea into a testable concept
Launch ads to targeted audiences
Send traffic to simple landing pages
Track engagement, clicks, and conversions
Compare multiple ideas side-by-side

Viable turns exploration into evidence. Instead of guessing what customers want, teams can continuously test ideas, measure real intent, and prioritize with confidence.

Behavior over opinions

Most idea validation tools rely on surveys or internal feedback. Viable measures what people actually do.

Surveys tell you what people say

Traditional surveys capture opinions and intentions, which often don't match actual behavior.

Viable shows you what people do

Viable tracks real actions like clicks and conversions, reducing bias and providing clearer signals on what will actually work.

AI creates possibilities. Human behavior reveals intent.

Built for teams making product decisions

Product team meeting to work on new ideas
Product

Validate ideas before building. Prioritize features with customer data. Know what resonates before committing engineering time.

Marketing team meeting to work on new ideas
Marketing

Test positioning variations. Find messaging that converts. Validate campaigns before spending on ads.

Growth team analyzing their funnel
Founders

Evaluate startup ideas before writing a line of code. Get real market signal on whether demand exists.

Design team working on the user experience
Innovation Teams

Explore new opportunities systematically. Reduce risk in product roadmaps. Move faster with more confidence.

One continuous validation loop

This isn't research. It's a system. A continuous loop that turns exploration into evidence—and evidence into direction.

1
Define your product context

Add your product, features, and competitors with AI doing the heavy lifting.

2
Identify or generate audiences

Test with prospective customers, existing users, or simulated audiences.

3
Launch focused tests

Product ideas, messaging variations, feature concepts, or even test landing pages that are already live.

4
Measure real user intent

Track behavior across the funnel—not just opinions.

5
Get AI-driven recommendations

Prioritize next experiments based on your results, competitors, industry trends & adjacent products.

Each test produces clear data on whether an idea resonates.

How AI + Validation Work

Common ways a team uses Viable

From startup founders to enterprise innovation teams, Viable fits wherever pre-launch validation matters.

Validate startup ideas before launch
Compare messaging and positioning
Reduce risk in product roadmaps
Test product features before development
Evaluate market demand for new offerings
Pre-launch validation of new concepts

Common ways a team uses Viable

From startup founders to enterprise innovation teams, Viable fits wherever pre-launch validation matters.

Reduce wasted development time
Make decisions based on real signals
Prioritize ideas with proven demand
Move faster with more confidence

FAQs

Honest answers to common questions. Everything you need to know—no fluff, just facts.

What is a test?
What are simulated users?
Can my whole team use Viable?
Can I transfer my product to another user or organization?
How is this different than any other LLM chat?

Validate product ideas before you build them

Viable is a product validation tool for product teams, marketers, and founders. Run a test, measure real demand, and know what to build next — before you invest time and resources.