SlideShare a Scribd company logo
SMX
Source: Popular Science, June 1970
Multi-screen Attribution With Video
Thomas Ciszek Co-founder, Products
Twitter @t1c1 #houstonima
Wednesday, October 2, 13
#houstonima @t1c1
:
So
Source: Yahoo: Tablet Universe: Consumption Across Devices | August 2012
Thomas Ciszek
TarHeel in CA
Information Science
Quantitative Researcher
Search Marketer and Analyst
Co-founder,
Products
Partner Santa Monica, California
Wednesday, October 2, 13
#houstonima @t1c1
:
Video killed the
radio star.
Wednesday, October 2, 13
Why is 2013 Getting Weird and Different?
Source: Reddit /r/battlestations, May 2013
Screens and devices
People online
Searches
Videos
Measurement, data products and tools
Websites catching up
MOAR!
@t1c1#houstonima
Wednesday, October 2, 13
#houstonima @t1c1
Agenda
:
Overview of Attribution
Definitions
Why is it important?
Data processing for attribution
Attribution Model Comparison
Actionable Insight
Vendors and Resources
Wednesday, October 2, 13
#houstonima @t1c1
:
Attribution Defined
An attribution model determines how credit for
conversions is assigned to touch points in the conversion
path.
Why is attribution important?
Accurately assignes revenue credit to channels and campaigns
Plan an optimal marketing mix for future campaigns
Determine investment for marketing programs
Achieve a sales objective based on marketing investment
A foundation for optimized marketing
Wednesday, October 2, 13
#houstonima @t1c1
Who’s using the multi-screen?
:
Wednesday, October 2, 13
#houstonima @t1c1
:
SmartphoneDesktopTV Laptop
Screens uage occurs at specific points in time - leaving
gaps for “Life”
Source: Yahoo: Tablet Universe: Consumption Across Devices | August 2012
Wednesday, October 2, 13
#houstonima @t1c1
:
Now, multiple mobile devices are filling in the gaps.
Consumers no longer access single devices at specific points in time for specific activities or occasions.
Source: Yahoo: Tablet Universe: Consumption Across Devices | August 2012
Wednesday, October 2, 13
#houstonima @t1c1
:
Source: Screen Jumping - Jumptap and Comscore Study (2013)
Wednesday, October 2, 13
#houstonima @t1c1
:
How does attribution work?
Major Attribution Types: Channels, Devices or
Online to Offline
Focus on channels: Organic search, Social media,
Display, Paid Search
Cookies placed on machines
Tracking code / Analytics
Attribution platform servers collect data
Raw data is processed
Attribution can be calculated
Wednesday, October 2, 13
#houstonima @t1c1
:
Wednesday, October 2, 13
#houstonima @t1c1
:
Attribution Model Comparison
Wednesday, October 2, 13
#houstonima @t1c1
:
Lookback Window
Ad 1 Ad 2SocialSearch Search Conversion
Nov. 3 Dec. 3 Dec. 4 Dec. 9 Dec. 12 Dec. 13
Wednesday, October 2, 13
#houstonima @t1c1
So
Multi-Channel
Attribution in One
Session
Wednesday, October 2, 13
#houstonima @t1c1
So
Source: Webinar Deliver Smarter Cross-Channel Online Marketing Opportunities with Attribution Modeling (2013)
Wednesday, October 2, 13
#houstonima @t1c1
So
Linear Model
Wednesday, October 2, 13
#houstonima @t1c1
So
Attribution in Google Analytics
Position Based Setup
Wednesday, October 2, 13
#houstonima @t1c1
:
Wednesday, October 2, 13
Multi-Screen Attribution
Digital
Advertising
Video
Search
E-CommerceDemographic
Profiles
Behavioral
Profiles
Analytics
Television
Games
Phone Tablets
Points of Sale
Infrastructure
Desktop/
Laptop
Attribution
Source: Bootstrap Master, 2013
#houstonima @t1c1
Wednesday, October 2, 13
Multi-Screens Conditions
•Wifi and Ethernet
•Battery and
Outlet
•Data Plan
Marketing
email, news, radio, TV, word of mouth,
billboards, magazines, stores, etc.
Apps, Sites, Chat, Call, Maps, Photos
Video
@t1c1#houstonima
Wednesday, October 2, 13
Devices and Screens: A Finite Universe
Source: Flurry Analytics, 2013; NBC Sabre Corp (The Office)
@t1c1#houstonima
Wednesday, October 2, 13
Source: Microsoft Cross-Screen Engagement:, 2013@t1c1
Multi-screen usage is about context, and
ultimately about convenience.
:
#houstonima
Wednesday, October 2, 13
The number of smartphones sold in
Q4 2012 (Gartner, 2013).207.7M
Average time a U.S. consumer spent
per day on smartphones and tablets
(Flurry, 2103)
2.5+
hours
Little Screen Numbers
CPCs and MAUs by SCRN U.S. Q1 2013
$0
$0.15
$0.30
$0.45
$0.60
Computer Tablet Phone
53% more cost than phone
Source: Kenshoo Global Search Advertising Trends, 2013
221 Million MAUs 224 Million MAUs
CPC: cost per click (avg. US)
MAU: monthly active user
SCRN: screen
The number of tablets sold in Q4
2012, includes 22.9 million iPads (IDC,
2013)52.5M
@t1c1#houstonima
Wednesday, October 2, 13
Big Screen Numbers
Source: IAB - The Multiscreen Marketer, 2012
Impact of Features Expected in Future Televisions
Source: Boston College Flickr: http://www.flickr.com/photos/bc-burnslibrary/6766005689/
@t1c1#houstonima
Wednesday, October 2, 13
Integration of Data Makes it Happen
Even if you are integrating messy multi-channel data:
email, call center data, in-store, computer and mobile
conversions to calculate a marketing cost per goal...
There is not an easy way
to identify the most
profitable combinations
of screens!
Video is a common denominator
across screens.
@t1c1#houstonima
Wednesday, October 2, 13
Screens and Video Go Hand-in-Hand
Sources: Morgan Stanley via Business Insider (1/31/2013); YouTube; www.reddit.com/r/hockey@t1c1
reddit
YouTube
#houstonima
Wednesday, October 2, 13
#houstonima @t1c1
:
YouTube Analytics
By
Device
Wednesday, October 2, 13
#houstonima @t1c1
:
YouTube Analytics
By
Operating
System
Wednesday, October 2, 13
Even if you have rock solid abs, Universal Analytics,
mobile segmentation, MCFs, integrated data, AND
you’re making awesome videos...
Source: Avinash Kaushik, ‘Multi-Channel Attribution: Definitions, Models and a Reality Check’, April 2012; Google Universal Analytics, Google Analytics@t1c1
NOTE: Mobile Traffic INCLUDES Tablet Traffic
No one said figuring out ROI would be easy.
Multi-Channel Attribution :: Across Multiple Screens (MCA-AMS)
Multi-Channel Conversion VisualizerNeed for Custom Segments
Universal Google Analytics
Organic Search
Direct
Referral
Social Network
#houstonima
Wednesday, October 2, 13
@t1c1
Acquisitions, Customers, Engagement, Outcomes
Translated: Traffic, Visitors, Visitors/Traffic, Conversions
What can we measure right now?
Source: Xbox Live Streaming, May 2013; Omniture; Google Analytics
Monitor
Resolutions
Unique
Visitors
%Unique
Visitors
Visits % Visits Units %Units
Not
Specified
108,386 37% 127,417 39% 9,965 42%
1024 x 768 42,528 15% 44,669 14% 1,795 8%
1366 x 768 36,946 13% 40,085 12% 3,554 15%
1280 x 800 15,925 5% 17,675 5% 1,097 5%
1280 x 1024 14,874 5% 16,108 5% 1,142 5%
1600 x 864 14,282 5% 15,536 5% 1,597 7%
1400 x 864 10,513 4% 11,555 4% 902 4%
1920 x 1080 9,630 3% 10,553 3% 632 3%
1280 x 768 7,886 3% 8,484 3% 793 3%
1680 x 1050 5,183 2% 5,505 2% 354 2%
800 x 600 5,255 2% 5,425 2% 154 1%
Monitor Resolutions Report
MCF - Assisted Conversions
8.4 million people
streamed the Xbox
unveiling
#houstonima
Wednesday, October 2, 13
#houstonima @t1c1
:
Google’s
Databoard for
Multiscreen
Insights
http://www.google.com/think/tools/databoard.html
Wednesday, October 2, 13
#houstonima @t1c1
:
Virool.com
Platform for
Video
Advertising
Wednesday, October 2, 13
Source: http://asp.arkansas.gov
A large portion of searches tend are
consumptive rather than aspirational.
Consider action, context, location, and
mood.
What is a multi-screen searcher
doing right now?
What’s channels are most important?
Segment everything to build models, and
then execute and experiment within and
across channels and screens.
@t1c1
Become one with the data!
Embed intent in messaging
Keep the multi-screen in mind
#houstonima
Wednesday, October 2, 13
@t1c1#smx #11C Source: http://cdn.ndtv.com/tech/images/gadgets/youm-windows-phone%20.jpg@t1c1#smx #11C
Let’s talk and connect all the data.
Thomas Ciszek Co-founder, Products
Twitter @t1c1 #houstonima
Wednesday, October 2, 13
#houstonima @t1c1
:
Attribution Resources To Learn More
Attribution Modeling:
http://www.google.com/analytics/features/attribution.html
Multi-channel Funnels:
http://www.google.com/analytics/features/multichannel-funnels.html
Analyzing cost data with Attribution Modeling:
https://support.google.com/analytics/answer/2909452?hl=en&ref_topic=3205717
Avinash Kaushik's blog: http://kaushik.net/
How-to Videos: http://www.youtube.com/googleanalytics
Wednesday, October 2, 13

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Houston Interactive Marketing Association - Multiscreen Attribution with Video - IS13

  • 1. SMX Source: Popular Science, June 1970 Multi-screen Attribution With Video Thomas Ciszek Co-founder, Products Twitter @t1c1 #houstonima Wednesday, October 2, 13
  • 2. #houstonima @t1c1 : So Source: Yahoo: Tablet Universe: Consumption Across Devices | August 2012 Thomas Ciszek TarHeel in CA Information Science Quantitative Researcher Search Marketer and Analyst Co-founder, Products Partner Santa Monica, California Wednesday, October 2, 13
  • 3. #houstonima @t1c1 : Video killed the radio star. Wednesday, October 2, 13
  • 4. Why is 2013 Getting Weird and Different? Source: Reddit /r/battlestations, May 2013 Screens and devices People online Searches Videos Measurement, data products and tools Websites catching up MOAR! @t1c1#houstonima Wednesday, October 2, 13
  • 5. #houstonima @t1c1 Agenda : Overview of Attribution Definitions Why is it important? Data processing for attribution Attribution Model Comparison Actionable Insight Vendors and Resources Wednesday, October 2, 13
  • 6. #houstonima @t1c1 : Attribution Defined An attribution model determines how credit for conversions is assigned to touch points in the conversion path. Why is attribution important? Accurately assignes revenue credit to channels and campaigns Plan an optimal marketing mix for future campaigns Determine investment for marketing programs Achieve a sales objective based on marketing investment A foundation for optimized marketing Wednesday, October 2, 13
  • 7. #houstonima @t1c1 Who’s using the multi-screen? : Wednesday, October 2, 13
  • 8. #houstonima @t1c1 : SmartphoneDesktopTV Laptop Screens uage occurs at specific points in time - leaving gaps for “Life” Source: Yahoo: Tablet Universe: Consumption Across Devices | August 2012 Wednesday, October 2, 13
  • 9. #houstonima @t1c1 : Now, multiple mobile devices are filling in the gaps. Consumers no longer access single devices at specific points in time for specific activities or occasions. Source: Yahoo: Tablet Universe: Consumption Across Devices | August 2012 Wednesday, October 2, 13
  • 10. #houstonima @t1c1 : Source: Screen Jumping - Jumptap and Comscore Study (2013) Wednesday, October 2, 13
  • 11. #houstonima @t1c1 : How does attribution work? Major Attribution Types: Channels, Devices or Online to Offline Focus on channels: Organic search, Social media, Display, Paid Search Cookies placed on machines Tracking code / Analytics Attribution platform servers collect data Raw data is processed Attribution can be calculated Wednesday, October 2, 13
  • 13. #houstonima @t1c1 : Attribution Model Comparison Wednesday, October 2, 13
  • 14. #houstonima @t1c1 : Lookback Window Ad 1 Ad 2SocialSearch Search Conversion Nov. 3 Dec. 3 Dec. 4 Dec. 9 Dec. 12 Dec. 13 Wednesday, October 2, 13
  • 15. #houstonima @t1c1 So Multi-Channel Attribution in One Session Wednesday, October 2, 13
  • 16. #houstonima @t1c1 So Source: Webinar Deliver Smarter Cross-Channel Online Marketing Opportunities with Attribution Modeling (2013) Wednesday, October 2, 13
  • 18. #houstonima @t1c1 So Attribution in Google Analytics Position Based Setup Wednesday, October 2, 13
  • 20. Multi-Screen Attribution Digital Advertising Video Search E-CommerceDemographic Profiles Behavioral Profiles Analytics Television Games Phone Tablets Points of Sale Infrastructure Desktop/ Laptop Attribution Source: Bootstrap Master, 2013 #houstonima @t1c1 Wednesday, October 2, 13
  • 21. Multi-Screens Conditions •Wifi and Ethernet •Battery and Outlet •Data Plan Marketing email, news, radio, TV, word of mouth, billboards, magazines, stores, etc. Apps, Sites, Chat, Call, Maps, Photos Video @t1c1#houstonima Wednesday, October 2, 13
  • 22. Devices and Screens: A Finite Universe Source: Flurry Analytics, 2013; NBC Sabre Corp (The Office) @t1c1#houstonima Wednesday, October 2, 13
  • 23. Source: Microsoft Cross-Screen Engagement:, 2013@t1c1 Multi-screen usage is about context, and ultimately about convenience. : #houstonima Wednesday, October 2, 13
  • 24. The number of smartphones sold in Q4 2012 (Gartner, 2013).207.7M Average time a U.S. consumer spent per day on smartphones and tablets (Flurry, 2103) 2.5+ hours Little Screen Numbers CPCs and MAUs by SCRN U.S. Q1 2013 $0 $0.15 $0.30 $0.45 $0.60 Computer Tablet Phone 53% more cost than phone Source: Kenshoo Global Search Advertising Trends, 2013 221 Million MAUs 224 Million MAUs CPC: cost per click (avg. US) MAU: monthly active user SCRN: screen The number of tablets sold in Q4 2012, includes 22.9 million iPads (IDC, 2013)52.5M @t1c1#houstonima Wednesday, October 2, 13
  • 25. Big Screen Numbers Source: IAB - The Multiscreen Marketer, 2012 Impact of Features Expected in Future Televisions Source: Boston College Flickr: http://www.flickr.com/photos/bc-burnslibrary/6766005689/ @t1c1#houstonima Wednesday, October 2, 13
  • 26. Integration of Data Makes it Happen Even if you are integrating messy multi-channel data: email, call center data, in-store, computer and mobile conversions to calculate a marketing cost per goal... There is not an easy way to identify the most profitable combinations of screens! Video is a common denominator across screens. @t1c1#houstonima Wednesday, October 2, 13
  • 27. Screens and Video Go Hand-in-Hand Sources: Morgan Stanley via Business Insider (1/31/2013); YouTube; www.reddit.com/r/hockey@t1c1 reddit YouTube #houstonima Wednesday, October 2, 13
  • 30. Even if you have rock solid abs, Universal Analytics, mobile segmentation, MCFs, integrated data, AND you’re making awesome videos... Source: Avinash Kaushik, ‘Multi-Channel Attribution: Definitions, Models and a Reality Check’, April 2012; Google Universal Analytics, Google Analytics@t1c1 NOTE: Mobile Traffic INCLUDES Tablet Traffic No one said figuring out ROI would be easy. Multi-Channel Attribution :: Across Multiple Screens (MCA-AMS) Multi-Channel Conversion VisualizerNeed for Custom Segments Universal Google Analytics Organic Search Direct Referral Social Network #houstonima Wednesday, October 2, 13
  • 31. @t1c1 Acquisitions, Customers, Engagement, Outcomes Translated: Traffic, Visitors, Visitors/Traffic, Conversions What can we measure right now? Source: Xbox Live Streaming, May 2013; Omniture; Google Analytics Monitor Resolutions Unique Visitors %Unique Visitors Visits % Visits Units %Units Not Specified 108,386 37% 127,417 39% 9,965 42% 1024 x 768 42,528 15% 44,669 14% 1,795 8% 1366 x 768 36,946 13% 40,085 12% 3,554 15% 1280 x 800 15,925 5% 17,675 5% 1,097 5% 1280 x 1024 14,874 5% 16,108 5% 1,142 5% 1600 x 864 14,282 5% 15,536 5% 1,597 7% 1400 x 864 10,513 4% 11,555 4% 902 4% 1920 x 1080 9,630 3% 10,553 3% 632 3% 1280 x 768 7,886 3% 8,484 3% 793 3% 1680 x 1050 5,183 2% 5,505 2% 354 2% 800 x 600 5,255 2% 5,425 2% 154 1% Monitor Resolutions Report MCF - Assisted Conversions 8.4 million people streamed the Xbox unveiling #houstonima Wednesday, October 2, 13
  • 34. Source: http://asp.arkansas.gov A large portion of searches tend are consumptive rather than aspirational. Consider action, context, location, and mood. What is a multi-screen searcher doing right now? What’s channels are most important? Segment everything to build models, and then execute and experiment within and across channels and screens. @t1c1 Become one with the data! Embed intent in messaging Keep the multi-screen in mind #houstonima Wednesday, October 2, 13
  • 35. @t1c1#smx #11C Source: http://cdn.ndtv.com/tech/images/gadgets/youm-windows-phone%20.jpg@t1c1#smx #11C Let’s talk and connect all the data. Thomas Ciszek Co-founder, Products Twitter @t1c1 #houstonima Wednesday, October 2, 13
  • 36. #houstonima @t1c1 : Attribution Resources To Learn More Attribution Modeling: http://www.google.com/analytics/features/attribution.html Multi-channel Funnels: http://www.google.com/analytics/features/multichannel-funnels.html Analyzing cost data with Attribution Modeling: https://support.google.com/analytics/answer/2909452?hl=en&ref_topic=3205717 Avinash Kaushik's blog: http://kaushik.net/ How-to Videos: http://www.youtube.com/googleanalytics Wednesday, October 2, 13