age of the customer: data is dead, long live data sql saturday #396 – dallas bi edition...
TRANSCRIPT
• Ford
• Boeing
• Sears
• GE
• Wal-Mart
• P&G
• Toyota
• UPS
• Comcast
• Capital One
• Amazon
• Amazon
• Tesla
• Uber
• Nike
25%
sharing
Customers are more likely to
share bad news than
good
- Gartner
66%
service
Customers willing to spend
more with companies that provide superior
service
- SAP
74% of consumers rely on social
networks to guide purchase decisions
VCs invested $25.2 billionCategories range from native
advertising, to SEO, to analytics
Employ 300K people
Spend to grow 10X in the next 10 years*
51% of companies using 21 or more marketing technologies**
“The ROI of Tag Management Report, 2015 Edition,” from Econsultancy and Tealium
Customer
Attitudinal
Behavioral
Activity
Channel
Lifestyle
Attitudes
Beliefs
Preferences
Interests
Age
Gender
Income
Education
Location/Region
Open
Click
View
Like, Post, Reply
Call
Mobile
Display
Social
Web
Direct Mail
In-store
Call Center
Share of wallet
Products Purchased
Purchase Value
Offers/Discounts Used
Marketing Responsiveness
Web behaviors
Web sources
Searches
Abandoned carts
Products browsed
Reductive
con·textˈkäntekst/noun: context; plural noun: contextsThe circumstances that form the setting for an event, statement, or idea, and in terms of which it can be fully understood and assessed.
Traditional
• What were total gross sales for product line A during Q1 of 2015?
Near-Time
• In the last 20 minutes, have paid banners or paid inline feed ads produced higher click-through?
Real-Time
• How many customers are currently within 2 miles of our retail geo-fences that have opted-in to mobile alerts?
Often, API data is only available as a sliding window
Facebook provides two weeks of back-data for common feeds and 30-days for topic feeds
Hedge your context-bets storing raw API responses in bulk storage prior to processing