
Most retailers still build winback campaigns around rigid timelines, 30, 60, or 90 days since last visit.
The problem? Not all customers shop on the same schedule. A daily shopper can disappear in four days, while a bulk buyer may not return for 60. Treating them equally means lost relevance—and lost revenue.
Retailers needed a smarter way to personalize engagement, automatically.
AIQ’s Lifecycle Distribution algorithm eliminates guesswork by adapting to each customer’s unique buying rhythm.
After just two purchases, AIQ begins tracking each shopper’s natural cadence, how often they buy, pause, and return, and automatically assigns them to intelligent lifecycle segments:
Using these segments, AIQ automates perfectly timed winback and retention campaigns across SMS, email, and in-store experiences, no manual audience creation needed.
Retailers using AIQ’s Lifecycle Distribution audiences consistently outperform standard campaign benchmarks.

Revenue highlights:
Lifecycle-powered audiences turned standard engagement into reliable, recurring revenue.
Lifecycle Distribution seamlessly integrates across AIQ’s ecosystem:
AIQ turns retention into a fully automated growth engine, keeping campaigns relevant, personalized, and profitable.
Lifecycle audiences are the easiest way to grow retention and revenue simultaneously. By letting AIQ’s predictive algorithms do the work, retailers move from chasing lost customers to consistently winning them back—automatically.
