WHAT YOU DO RELATIONSHIP CLOSENESS Age Gender Location LINE UID Phone number Address Mobile Platform Acquisition platform Transactions Item orders Ticket Size Ticket Counts Value per customer Location of purchase Daypart Viewed Menu (future) Campaign Participated campaigns View Campaigns Customers Status Membership Status Recency of visits
THIRD PARTY AGGREGATED DATA Loyalty Program Customers Feedback POS Transactions Form Answers • Data purchased from brokers • Social media data collected by analytics companies • Demographic data from census • Online behavioral data collected by ad networks • Location data from GPS and mobile apps used for geotargeting. • Credit scoring data provided by credit reporting agencies. Data exchange between companies to enrich each other’s data Collecting Data HOW TO COLLECT
Users Base (collect & utilize) • Seamless data collection (collect) • Rich ways to engage with customers (utilize) • Can target individuals rather groups (analyze & utilize) • Cost Effectiveness (utilize)
program using LINE platform • Able to gain more than new friends 24,000 in about 3 months • Most customers do not block the OA as there are clear benefits