Stop guessing which features your users actually want
SaaS & Subscriptions
Show your pricing page, feature list, or new idea to AI users who think like your customers. Find out what makes them sign up—or walk away—before you build it.
Test subscription models, feature bundles, and pricing tiers with personas that understand software buying behavior and recurring revenue dynamics.
< 30 min
Average test time
20-500
AI personas per test
100%
Reproducible results
Open
Full methodology
Decisions you can validate
Common questions our customers answer with GoNoGo testing
Which feature should we prioritize next quarter?
Is our pricing page creating friction or conversion?
Should we offer annual discounts or monthly flexibility?
Will this new tier cannibalize our premium plan?
Is our onboarding flow clear enough for self-serve?
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Best test types for saas & subscriptions
Market Acceptance Stress Test
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Price Resistance Curve
Map price sensitivity across consumer segments
Feature Trade-Off Test
Prioritize features based on perceived value
Value Proposition Duel (A/B)
Head-to-head comparison of two value propositions
Landing Page Clarity Test
Test landing page comprehension and conversion signals
Recommended persona packs
Pre-configured AI audiences for accurate simulations
How it works
From idea to decision in three simple steps
Configure Your Test
Select your test type, upload assets, and choose your persona pack
Run Simulation
Our AI personas evaluate your concept using consistent behavioral models
Get Actionable Report
Receive a reproducible report with clear Go/No-Go signals and reasoning
Built for transparency
Every test is fully documented and reproducible
Sample Size
20-500
Configurable per test
Reproducibility
Deterministic
Same input = same output
Full Export
JSON + PDF
Complete data access
Methodology
Open
Every assumption documented
Related solutions
Explore more ways to use GoNoGo
Ready to make confident decisions?
Start testing your ideas with AI personas today. No surveys, no waiting, just clear signals.