Customer Digital Twin
Simulate any campaign on AI replicas before spending a rupee in market.
Preview — illustrative simulation
The twin and what-if scenarios below are an illustrative preview of the simulation engine. They train on your real customer graph once campaign and channel integrations are connected — the figures shown here are sample values, not your data.
Twin · cust_8af3e
Mira Halvorsen · Mid-market · NY
M
LTV est. ₹8,420
SaaS · Pro · 14 mo tenure
Last event: 2h ago · pricing page
Simulate campaign
What-if analysis · runs against 50K twins
Scenario A
Email — 20% off Pro plan
Conv.
4.1%
Revenue
+₹182K
Cannibalize
-₹28K
AI recommended
Scenario B
SMS — value reminder + onboarding nudge
Conv.
9.8%
Revenue
+₹314K
Cannibalize
-₹3K
Real customer vs twin (last 30d backtest)
Open rate
34.2%real33.1%twin
Click rate
7.8%real8.2%twin
Revenue / send
₹0.41real₹0.38twin