Test Before You Launch. Simulate Before You Spend.
Stop gambling on flavors, packaging, and campaigns. With Twinning Labs, every product and every message is tested with your customers before it hits the shelf.
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AI-powered simulations that predict and optimize every customer interaction
Forget guesswork and rigid testing cycles. With Twinning Engine, simulate outcomes on a 1:1 level, personalize in real time, and drive measurable gains in retention, loyalty, and lifetime value.
A/B Testing Simulation
Problem: Live tests waste budget, take months, and deliver inconclusive results. Solution: Run unlimited A/B simulations of campaigns, claims, or creatives in hours not quarters. Predict conversion lift, incrementality, and margin impact before spending a dollar. “Why run a $5M promo just to learn it doesn’t move the needle?”
Simulation Engine
Run simulations to forecast performance and eliminate the risks of trial-and-error campaigns.
Customer Foresight in Real Time
Twinning Labs runs live simulations of how customers will respond - helping you refine products and campaigns before committing resources.
Real-Time Conversations
Predict trial, repeat purchase, and category impact in days, not quarters, for new products and campaigns.
Dynamic Digital Twin Generation
Twinning Engine connects instantly with CRMs, ad platforms, and analytics tools, so you can unify your entire marketing stack without complex setups.