THE STRUGGLE TO MATCH USERS WITH WHAT MATTERS
Too much manual work, too little relevance
Content and product platforms had to give users relevant choices at scale but relied too much on manual work. Without automation and data-driven insights, the experience felt generic.
Readers kept seeing repeated articles. App users saw the same products. This caused high exit and bounce rates, low engagement, and lost revenue.
The challenge was to match the right item to the right user at the right time without manual effort.