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© 2014 IBM Corporation
IBM Software
G
Give the Gift of a
Personalized Travel
Experience
Wednesday, December 3, 2014
© 2014 IBM Corporation
IBM Software
#MaxLessons
Chloe Lind
Digital Optimization Strategist
Maxymiser
Robert Cole
Senior Analyst, Hotel & Leisure Travel
PhoCusWright, Inc.
Your Presenters
3Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Agenda
 Customer Experience Optimization
 The Personalized Organization
 Daunting Obstacles
 Many Flavors of Travel Personalization
 Looking Ahead
4Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Customer Experience Optimization
 Customization
 Personalization
 Quality Data
5Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Customization
“For first time website visitors, there is no magic - only actionable analytics”
 Explicit Signals from Unique Individual
 IP address = Geographic location
 Screen resolution = Mobile device
 Customer profile = Stated preferences
 Tag = Offer response
 Contextual Adaptation of User Experience
 Search from IP address = Destination travel guide links
 Frequent flyer ID = Miles as payment option
 Search 2 Adults/2 Children = Images of Families
6Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Personalization
“Personalization is not a strategy – it is the company”
 Implicit Signals Based on Experience of Similar Individuals
 Navigation path
 Offer responses
 Social signals/Ad retargeting
 External factors (e.g., weather, etc.)
 Inversion of Traditional Marketing
 Starts with converted business
 Works backward up funnel to identify signals
 Calculation of highest converting signal combinations
7Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Quality Data
“Good data beats good analytics every day of the week”
1 Big Data Startups, Kayak Uses Big Data To Predict The Best Day To Book Your Travel Journey – December 2013
2 Skift, Interview Expedia’s CEO on the Transformation of Travel Booking – September 2014
3 Eye for Travel, Playing to the booking curve in the hotel space – July 2014
 Big Data is VERY Real
 Ideally, every action and result captured
 Kayak
 Adds 40 million rows of data daily1
 Updating 43 fact tables
 Expedia
 Processes over 600 terabytes of data per day2
 Expedia 800 A/B tests in 2013
 $1.9 billion invested to improve conversion3
8Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
The Personalized Organization
 Customer Centricity
 IT Integration
 The Human Factor
9Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Customer Centricity
“Personalization is the foundation of our organization – we would not exist without personalization”
1 IBM Institute for Business Value, Greater Expectations - Consumers are asking for tomorrow, today – 2014
2,3,4 Phocuswright Inc.
5 Tnooz How one airline is taking small steps along the road to personalization - June 2014
 Consumers Increasingly Willing to Offer Data to Enhance Personalization1
 36% location via GPS
 32% social media handles
 22% mobile numbers for text message alerts
 And It Works…
 Alitalia increased bookings by over 7% in three months2
 Europcar increased online visit conversions 15% and ancillary item purchases at check-in by 12%3
 Hotels4u.com grew search on mobile devices by 61% and increased visitors viewing hotel pages
by 22%4
 Southwest Airlines grew bookings 1.14%, lowered homepage bounces 1.43%5
10Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
IT Integration
“We must have integrated systems… without that apparatus, we can’t get personalization right –
because, we don’t know what right is”
 Two Approaches
 Multi-year commitment reconfiguring operational systems to support Big Data capabilities
 Add cloud-based/SaaS layer on top of existing technologies to integrate:
 Customer data analytics
 Testing
 Personalization
 Investment Justification Frequently Straightforward
 Personalization positively impacts:
 Every virtual customer touch point in the sales funnel
 Every face-to-face contact during the travel experience
11Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
The Human Factor
“We are not looking at segments, we are looking at people”
 Smart, Strategic Thinkers Required
 Understand contextual interrelationships between
 Trips | Travelers | Destinations | Travel Components
 Empowering Business Leaders and Analysts
 Providing access to information in easily understood formats
 Comparison to operational benchmarks and organizational goals
 Creating Actionable Information
 Business units interpret data and implement changes without involvement of IT personnel
 Improves efficiency, reduces costs and enables responsiveness to external challenges
12Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Daunting Obstacles
 Multiple Devices and Channels
 Multiple Personas
 Identifying Intent
13Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Multiple Devices and Channels
Sources: 1 Tnooz/Google/GFK/Nielsen, Deep dive into travel research activity by online and offline bookers – 2013 http://www.tnooz.com/article/travel-research-google-online-acitvity
2 Phocuswright Inc.
 North American Online Travel Buyers, on Average, Visited 32.5 Websites, Over 16.7 Sessions,
Spending 129 Minutes, Over 13.8 Days, Across a 73-Day Period When Planning Travel1
 Travelers Love Their Tech2…
Millennial Travelers Older Travelers
Smartphone 90% 57%
Tablet 55% 34%
Desktop 62% 73%
Laptop 82% 73%
14Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Multiple Personas
“You don’t need to be a genius; test things out –
the customer will tell you what works through their behavior”
15Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Identifying Intent
“It takes a whole lot of data processing to prove something that might appear obvious”

What?

When?

Who?

Why?

Where?

How?
16Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Many Flavors of Travel Personalization
 Actionable Analytics
 Relevant Recommendations
 Personalized Merchandising
 Behavioral Targeting
 Enhanced Profile of Correlated Events
 Customer Sentiment and Other Sources
 Predictive Analytics
17Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Actionable Analytics
18Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Actionable Analytics
 +20.31% lift in bookings
19Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Actionable Analytics
 +6.32% lift in bookings
20Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Relevant Recommendations
 +5.05% lift in revenue
21Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Behavioral Targeting
 +3.51% lift in conversion
22Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Behavioral Targeting
 +32.16% lift in engagement
23Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Predictive Analytics
Function and design
of widget tested
Personalized deals
recommendations
Design & messaging of all
calls to action tested
Offer copy & design tested
Personalized content
Newsletter copy &
location tested
Design and offer
copy tested
24Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Looking Ahead
 Personalization as a Core Competency
 Toeing the Creepy Line
 The End-to-End Travel Experience
25Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Personalization as a Core Competency
“Personalization is not a competing priority – it powers our business and customer goals”
 Travel Technology Advances Democratize Access to Travel Products and Information
 Search and booking functionality gets commoditized
 Efficient transactions and settlement processes
 Price transparency informs consumers
 Differentiation Drives Competitive Advantage
 Ability to match traveler needs to the perfect combination of products and experiences
 Efficiently creating unique, personally relevant travel experiences
 Personalization Analytics and Testing Drive Data-Driven Decisions
 Performance measurement and ROI calculations clarify issues
 Repeat successes and refine for continuous improvement
26Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Toeing the Creepy Line
 Trust is Earned
 Sophisticated consumers expect brands to learn from consumer’s actions as relationship evolves
 Want accurate recommendations based on traveler’s best interests
 Instill confidence that organization can be trusted to take care the traveler
 Potential Pitfalls
 Acting on bad assumptions
 Appearing too smart
 Inappropriate familiarity
“Math can lead you to places that are not socially acceptable”
27Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
The End-to-End Travel Experience
“Our goal is simple, it’s all about removing friction from travel”
 Anticipate Massive Increases in Complexity
 Evaluate net differences between conflicting priorities
 Weigh trade-offs in quality, location, service and branding due to availability/price constraints
 Balance interests and preferences for multi-generational and bleisure itineraries
 Travel Sellers’ Responsibilities Grow
 From arranging air, car and hotel bookings
 To transfers, meals, sightseeing, shopping, educational and recreational activities
 Help traveler when things go wrong
28Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences
© 2014 Phocuswright Inc. All Rights Reserved.
Image Credits
 www.audio-luci-store.it | catering operator |
https://www.flickr.com/photos/audiolucistore/11046728004/ |
https://creativecommons.org/licenses/by/2.0/
 Idaho National Laboratory| Laser Optics | https://www.flickr.com/photos/inl/3639738130/ |
https://creativecommons.org/licenses/by/2.0/
 Stefano Mortellaro | studying... | https://www.flickr.com/photos/fazen/9079179/ |
https://creativecommons.org/licenses/by/2.0/
 zhouxuan12345678 | A group of lively eggs |
https://www.flickr.com/photos/53921113@N02/5452603281/ |
https://creativecommons.org/licenses/by-sa/2.0/
 Ginny | colorful cupcakes! | https://www.flickr.com/photos/ginnerobot/4581272820/ |
https://creativecommons.org/licenses/by-sa/2.0/
 NASA Goddard Space Flight Center | Riding the Plasma Wave |
https://www.flickr.com/photos/gsfc/7597788246/ | https://creativecommons.org/licenses/by/2.0/
29© 2014 Phocuswright Inc. All Rights Reserved.
Questions
Thank You.
Chloe.lind@maxymiser.com
rcole@phocuswright.com

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Give the Gift of a Personalized Travel Experience - Phocuswright/Maxymiser Webinar

  • 1. © 2014 IBM Corporation IBM Software G Give the Gift of a Personalized Travel Experience Wednesday, December 3, 2014
  • 2. © 2014 IBM Corporation IBM Software #MaxLessons Chloe Lind Digital Optimization Strategist Maxymiser Robert Cole Senior Analyst, Hotel & Leisure Travel PhoCusWright, Inc. Your Presenters
  • 3. 3Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Agenda  Customer Experience Optimization  The Personalized Organization  Daunting Obstacles  Many Flavors of Travel Personalization  Looking Ahead
  • 4. 4Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Customer Experience Optimization  Customization  Personalization  Quality Data
  • 5. 5Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Customization “For first time website visitors, there is no magic - only actionable analytics”  Explicit Signals from Unique Individual  IP address = Geographic location  Screen resolution = Mobile device  Customer profile = Stated preferences  Tag = Offer response  Contextual Adaptation of User Experience  Search from IP address = Destination travel guide links  Frequent flyer ID = Miles as payment option  Search 2 Adults/2 Children = Images of Families
  • 6. 6Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Personalization “Personalization is not a strategy – it is the company”  Implicit Signals Based on Experience of Similar Individuals  Navigation path  Offer responses  Social signals/Ad retargeting  External factors (e.g., weather, etc.)  Inversion of Traditional Marketing  Starts with converted business  Works backward up funnel to identify signals  Calculation of highest converting signal combinations
  • 7. 7Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Quality Data “Good data beats good analytics every day of the week” 1 Big Data Startups, Kayak Uses Big Data To Predict The Best Day To Book Your Travel Journey – December 2013 2 Skift, Interview Expedia’s CEO on the Transformation of Travel Booking – September 2014 3 Eye for Travel, Playing to the booking curve in the hotel space – July 2014  Big Data is VERY Real  Ideally, every action and result captured  Kayak  Adds 40 million rows of data daily1  Updating 43 fact tables  Expedia  Processes over 600 terabytes of data per day2  Expedia 800 A/B tests in 2013  $1.9 billion invested to improve conversion3
  • 8. 8Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. The Personalized Organization  Customer Centricity  IT Integration  The Human Factor
  • 9. 9Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Customer Centricity “Personalization is the foundation of our organization – we would not exist without personalization” 1 IBM Institute for Business Value, Greater Expectations - Consumers are asking for tomorrow, today – 2014 2,3,4 Phocuswright Inc. 5 Tnooz How one airline is taking small steps along the road to personalization - June 2014  Consumers Increasingly Willing to Offer Data to Enhance Personalization1  36% location via GPS  32% social media handles  22% mobile numbers for text message alerts  And It Works…  Alitalia increased bookings by over 7% in three months2  Europcar increased online visit conversions 15% and ancillary item purchases at check-in by 12%3  Hotels4u.com grew search on mobile devices by 61% and increased visitors viewing hotel pages by 22%4  Southwest Airlines grew bookings 1.14%, lowered homepage bounces 1.43%5
  • 10. 10Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. IT Integration “We must have integrated systems… without that apparatus, we can’t get personalization right – because, we don’t know what right is”  Two Approaches  Multi-year commitment reconfiguring operational systems to support Big Data capabilities  Add cloud-based/SaaS layer on top of existing technologies to integrate:  Customer data analytics  Testing  Personalization  Investment Justification Frequently Straightforward  Personalization positively impacts:  Every virtual customer touch point in the sales funnel  Every face-to-face contact during the travel experience
  • 11. 11Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. The Human Factor “We are not looking at segments, we are looking at people”  Smart, Strategic Thinkers Required  Understand contextual interrelationships between  Trips | Travelers | Destinations | Travel Components  Empowering Business Leaders and Analysts  Providing access to information in easily understood formats  Comparison to operational benchmarks and organizational goals  Creating Actionable Information  Business units interpret data and implement changes without involvement of IT personnel  Improves efficiency, reduces costs and enables responsiveness to external challenges
  • 12. 12Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Daunting Obstacles  Multiple Devices and Channels  Multiple Personas  Identifying Intent
  • 13. 13Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Multiple Devices and Channels Sources: 1 Tnooz/Google/GFK/Nielsen, Deep dive into travel research activity by online and offline bookers – 2013 http://www.tnooz.com/article/travel-research-google-online-acitvity 2 Phocuswright Inc.  North American Online Travel Buyers, on Average, Visited 32.5 Websites, Over 16.7 Sessions, Spending 129 Minutes, Over 13.8 Days, Across a 73-Day Period When Planning Travel1  Travelers Love Their Tech2… Millennial Travelers Older Travelers Smartphone 90% 57% Tablet 55% 34% Desktop 62% 73% Laptop 82% 73%
  • 14. 14Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Multiple Personas “You don’t need to be a genius; test things out – the customer will tell you what works through their behavior”
  • 15. 15Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Identifying Intent “It takes a whole lot of data processing to prove something that might appear obvious”  What?  When?  Who?  Why?  Where?  How?
  • 16. 16Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Many Flavors of Travel Personalization  Actionable Analytics  Relevant Recommendations  Personalized Merchandising  Behavioral Targeting  Enhanced Profile of Correlated Events  Customer Sentiment and Other Sources  Predictive Analytics
  • 17. 17Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Actionable Analytics
  • 18. 18Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Actionable Analytics  +20.31% lift in bookings
  • 19. 19Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Actionable Analytics  +6.32% lift in bookings
  • 20. 20Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Relevant Recommendations  +5.05% lift in revenue
  • 21. 21Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Behavioral Targeting  +3.51% lift in conversion
  • 22. 22Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Behavioral Targeting  +32.16% lift in engagement
  • 23. 23Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Predictive Analytics Function and design of widget tested Personalized deals recommendations Design & messaging of all calls to action tested Offer copy & design tested Personalized content Newsletter copy & location tested Design and offer copy tested
  • 24. 24Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Looking Ahead  Personalization as a Core Competency  Toeing the Creepy Line  The End-to-End Travel Experience
  • 25. 25Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Personalization as a Core Competency “Personalization is not a competing priority – it powers our business and customer goals”  Travel Technology Advances Democratize Access to Travel Products and Information  Search and booking functionality gets commoditized  Efficient transactions and settlement processes  Price transparency informs consumers  Differentiation Drives Competitive Advantage  Ability to match traveler needs to the perfect combination of products and experiences  Efficiently creating unique, personally relevant travel experiences  Personalization Analytics and Testing Drive Data-Driven Decisions  Performance measurement and ROI calculations clarify issues  Repeat successes and refine for continuous improvement
  • 26. 26Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Toeing the Creepy Line  Trust is Earned  Sophisticated consumers expect brands to learn from consumer’s actions as relationship evolves  Want accurate recommendations based on traveler’s best interests  Instill confidence that organization can be trusted to take care the traveler  Potential Pitfalls  Acting on bad assumptions  Appearing too smart  Inappropriate familiarity “Math can lead you to places that are not socially acceptable”
  • 27. 27Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. The End-to-End Travel Experience “Our goal is simple, it’s all about removing friction from travel”  Anticipate Massive Increases in Complexity  Evaluate net differences between conflicting priorities  Weigh trade-offs in quality, location, service and branding due to availability/price constraints  Balance interests and preferences for multi-generational and bleisure itineraries  Travel Sellers’ Responsibilities Grow  From arranging air, car and hotel bookings  To transfers, meals, sightseeing, shopping, educational and recreational activities  Help traveler when things go wrong
  • 28. 28Source: PhoCusWright White Paper The Changing Dimensions and Benefits of Personal, Relevant Travel Experiences © 2014 Phocuswright Inc. All Rights Reserved. Image Credits  www.audio-luci-store.it | catering operator | https://www.flickr.com/photos/audiolucistore/11046728004/ | https://creativecommons.org/licenses/by/2.0/  Idaho National Laboratory| Laser Optics | https://www.flickr.com/photos/inl/3639738130/ | https://creativecommons.org/licenses/by/2.0/  Stefano Mortellaro | studying... | https://www.flickr.com/photos/fazen/9079179/ | https://creativecommons.org/licenses/by/2.0/  zhouxuan12345678 | A group of lively eggs | https://www.flickr.com/photos/53921113@N02/5452603281/ | https://creativecommons.org/licenses/by-sa/2.0/  Ginny | colorful cupcakes! | https://www.flickr.com/photos/ginnerobot/4581272820/ | https://creativecommons.org/licenses/by-sa/2.0/  NASA Goddard Space Flight Center | Riding the Plasma Wave | https://www.flickr.com/photos/gsfc/7597788246/ | https://creativecommons.org/licenses/by/2.0/
  • 29. 29© 2014 Phocuswright Inc. All Rights Reserved. Questions Thank You. Chloe.lind@maxymiser.com rcole@phocuswright.com