How a Top 5 Auto Manufacturer Generated $500M in Sales with CDP-Powered Intent Segmentation

A Top 5 global auto manufacturer in Malaysia had an 800K customer base but was treating them all the same. Marketing campaigns used broad targeting with generic messaging. Without the ability to distinguish high-intent customers from general audience, advertising costs were high relative to results.rnrnCustomer data sat in multiple systems, CRM, dealer management, website analytics, service records with no unified view. There was no way to identify purchase signals or score intent.

ADA unified customer data using CDP, integrating showroom visits, website behaviour, service history, and previous purchases into single profiles. Identity resolution matched the same customer across systems.rnrnPropensity scoring identified high purchase intent customers based on behavioural signals: website visits to specific models, service appointments suggesting vehicle aging, digital engagement patterns correlating with purchase timing. High-intent segments activated through app push, dealer personal selling, and Facebook Lookalike. The result: 11% conversion rate and $500M in sales.