Harnessing the Power of Big Data to Run Data Driven...
Transcript of Harnessing the Power of Big Data to Run Data Driven...
2,200,000++
Members
788,000++
likes
334,000++
followers
Our Members & Fans
1,500,000++
Subscribers
*) Data per Apr 2016. Source: Blibli.com Internal Data
29,000++
followers
Merchants & Products
8,800++ 640,000++ 9,300++
*) Data per Apr 2016. Source: Blibli.com Internal Data
InternetBanking
Debit / Credit Card
Transfer Method
Electronic Money
COD Payment
Our Payment Methods
ATMConvenience
Store
ALL OVER INDONESIA
ALL KINDS OF
PRODUCT*
NO MINIMUM PAYMENT*
*
*) Except products that need special treatment**) Except diapers & milk product, min. IDR 350k
FREE Shipping
Our Shipping
Traffic Growth
4.35xYoY Growth
(Q1 2016 vs Q1 2015)
Traffic Growth Mar 2016 vs May 2011272x
900.000++ Sessions / Day*
3.300.000++ Pageviews / Day*
650.000++ Users / Day*
*) Data per May 2016. Source: Blibli.com Google Analytics
2011 2012 2013 2014 2015 2016
2011 2012 2013 2014 2015
Sales Growth
*) Data per Apr 2016. Source: Blibli.com Internal Data
5xYoY Growth
(2015 vs 2014)
Sales Growth FY 2011 vs 2015240x
Data Ingestion
Store Front Events
• Transactions
• Cart, Wishlist
• Page views, sessions
• Banner impression & click
• Product search
• Social media sharing
Back Office Events
• Order validation
• Payment
• Fulfilment
• Product upload, approval
• Inventory movement
• Customer service interaction
Current ingestion rate of
10M+ records daily
Sample Use Cases
Recommendation
Search Analysis
Fraud Detection
Logistics Selection
Customer Segmentation
Merchant Analysis
Recommendation
Product Recommendations
• Customers who viewed X also viewed Y
• Customers who bought X also bought Y
• Customers who viewed X eventually bought Y
• Similar products
• Frequently bought together
Search Recommendations
• Top searched items
• Search box auto-complete
• Related searches
Newsletter Personalization
• Personalized content
• Personalized promotional offer
• Personalized products
Recommendation
• Gender
• Age
• Location
• Attributes
• Category
• Price
• Wishlist
• Cart
• Order
• Product view
• Promo view
• Banner clicks
Clickstream Transactions
User ProfileProduct
Search Analysis
Searched text
Search results
Search result clicks
40% of all searches return 0 results
WHY?
• Typo in search
• Product not available
• Search improvements
Merchant Analysis
• Out of stock
• Returned product
• Late delivery• SKU uploaded
• SKU published
• Sales
• Product review