Turn ideas into validated direction.

Viable combines Al exploration with real user feedback to reveal what customers acctually want—berore you commit to bullding or scaling.

How Teams Turn Ideas Into Decisions

Validate ideas before you build

Test positioning, features, and messaging with real or simulated audiences before investing time and resources.

Stop building the wrong thing
Automate research workflows

AI generates test plans, messaging variations, audiences, and experiments in minutes.

Move fast without sacrificing quality
Turn feedback into decisions

Automatically identify patterns in behavior and qualitative feedback to reveal what resonates.

Know exactly what to do next

See Viable in Action

Feature 1 of 4

Product Intelligence Monitoring

Continuously scan your market for competitor activity, emerging trends and adjacent products. Viable surfaces new opportunities and strategic signals so you always know what's worth exploring next.
Feature 2 of 4

Real-Time Behavior Analytics

Observe how participants interact with your validation tests as they happen. Track behavioral signals such as clicks, engagement patterns, and conversion actions to understand what people actually respond to.
Feature 3 of 4

AI Audience Discovery

Identify the right audiences to test with. Viable analyzes your product idea and market context to recommend relevant customer segments instantly.
Feature 4 of 4

AI Generated Test Creation

Generate validation-ready landing pages, messaging variations, and experiments in minutes. Viable helps teams move from idea to testable concept instantly.

The Features Behind Better Decisions

AI Competitor and Feature Discovery

Automatically identify the most relevant competitors and product features connected to your idea so you can validate the right opportunities first.

Keep up with competitors and new features as they are entering the market.
AI Audience Discovery

Identify the right audiences to test using AI-powered audience discovery. Viable analyzes your product idea, positioning, and market context to recommend relevant customer segments—including industries, roles, and company types.

Focus validation efforts on the audiences most likely to care about your product.
Simulated Audiences

Explore ideas instantly using simulated audiences modeled after real customer profiles. These AI-generated users simulate how different market segments might respond to concepts, messaging, and features.

Quickly eliminate weak ideas before investing time or budget.
AI Landing Page Generation

Instantly generate validation-ready landing pages designed to test new product ideas, features or positioning. Viable creates structured pages that clearly communicate your concept and capture real user reactions.

Move from idea to a testable concept in minutes.
AI Ad Copy Creation

Automatically generate ad campaigns designed to drive validation traffic to your test pages. Viable produces multiple messaging variations optimized for different audience segments and testing scenarios.

Test positioning and messaging with real market exposure.
Google Ads Integration

Launch validation campaigns directly through a Google Ads integration. Viable connects your generated landing pages and ad variations to Google Ads so you can immediately begin driving targeted traffic to your experiment.

Validate ideas with real market behavior instead of hypothetical feedback.
View More Features
Multi-Audience Testing

Run validation experiments across multiple audience segments simultaneously. Test new product ideas, feature concepts, and positioning against different industries, roles, or customer profiles to see where interest is strongest.

Identify which audiences show the clearest signals of demand and intent.
Real-Time Behavior Analytics

Observe how participants interact with your validation tests as they happen. Track behavioral signals such as clicks, engagement patterns, and conversion actions to understand how people respond to your concept.

Understand what users actually do–not just what they say.
Product Intelligence Monitoring

Continuously monitor your market for competitive activity, industry shifts, and emerging adjacent products. Viable analyzes external signals to surface new opportunities and potential threats worth exploring.

Stay informed about market dynamics and uncover new ideas worht validating.

Two ways to understand what customers want.

Some questions can be answered instantly.
Others require real human behavior.

Viable uses both—at the right time.
Simulated Users

(AI Generated)

Fast, directional signal

Test directions
Compare messaging
Explore early ideas
Real Users

(Human)

Real behavior and proof

Validate what resonates
Surface objections
Confirm decisions

The Viable Validation Stack

Use simulated for speed.
Use real for proof.
Start your first test

Stay ahead of your market.

Most teams only validate the ideas they already have. Viable helps you discover the ones you haven't thought of yet.

Continuously monitor competitors, industry trends, and emerging products to discover new ideas worth validating.

Our automated product intelligence continuously scans yoru market for signals that matter—from new competitors and shifting industry trends to adjacent products gaining traction.

Instead of reacting late, your team gets early insight into what hte market is exploring, adiopting, and demanding next.

Explore faster and commit smarter.

AI gives you speed. Customer validation gives you certainty.
Viable brings both together so every decision is informed by actual data, not assumption.