Find out if your product will sell—before you make it
Retail & E-commerce
Upload your product idea, packaging, or price. Get honest feedback from AI shoppers that think like your real customers. Know what works before spending money on production.
Validate retail concepts, pricing strategies, and promotional campaigns with AI personas that simulate real consumer decision-making across online and offline channels.
< 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
Should we launch this new product line?
What price point maximizes conversion without sacrificing margin?
Which packaging design creates the strongest shelf presence?
Will this promotion cannibalize existing sales?
Is our value proposition clear to target customers?
Recommended tests
Best test types for retail & e-commerce
Quick Concept Pulse
Rapid validation with 20 AI personas in under 5 minutes
Price Resistance Curve
Map price sensitivity across consumer segments
Packaging Acceptance Test
Validate packaging designs before production
Shelf Impact / First Impression
Measure visual standout in competitive context
Value Proposition Duel (A/B)
Head-to-head comparison of two value propositions
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.