In today’s rapidly evolving world, Point-of-Interest (POI) data has become the lifeblood for various sectors including retail, logistics, and travel. Whether you are a data scientist creating predictive models or an operations manager overseeing a distribution network, the quality of your POI data can make a world of difference. That’s why we took it upon ourselves to put our POI datasets to the test against two of the world’s largest mapping providers, especially focusing on the dynamic markets in Asia. What we found not only reassures our faith in our data quality but also reveals glaring gaps in some of the most trusted mapping databases today.