Every channel, one optimization engine

Why multi-channel optimization matters

Most e-commerce brands run their channels in silos. Email lives in one tool, SMS in another, and WhatsApp — if they use it at all — in a third. Each channel optimizes independently, with no awareness of what the customer received elsewhere. The result is over-messaging, channel fatigue, and missed revenue from customers who would have converted on a different channel.

RevBridge's Multi-Armed Bandit engine solves this by treating all four channels as a single optimization problem. When a customer ignores email, the engine can escalate to SMS. When an SMS link gets a click but no purchase, a WhatsApp follow-up with rich product images might close the sale. The system learns each customer's channel preference over time and automatically routes messages through the path most likely to convert. Compare this approach to what you'd get with Braze, Salesforce, or Insider.