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The science behind ancillary
merchandising
Webinar
November 10, 2016
Your hosts
Sean O’Neill
Editor in Chief & Moderator
Tnooz
Gene Quinn
CEO & Producer
Tnooz
Your presenters
Mark Brown
VP, EMEA
Fusion
Sinead Finn
Owner
affinnity
Will Plusch
Sr. Optimization Mgr.
Fusion
Poll no. 1
Where are you located?
Poll no. 2
Which industry segment do you represent?
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
THE SCIENCE BEHIND
ANCILLARY
MERCHANDISING
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
KEY TAKEAWAYS
• The current state of ancillary sales and
merchandising in the travel industry
• What travel companies need to put together a
successful ancillary merchandising strategy
• How to reach optimization success through test
design and execution
6
Poll no. 3
Sales from ancillary products account for how much of
your company’s total annual revenue?
Poll no. 4
Do	you	expect	that	ancillary	revenue	number	
to	increase	or	decrease	in	2017?
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
CURRENT STATE
OF THE INDUSTRY
HOW IT’S GOING.
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
INDUSTRY OBSERVATIONS
10
CUSTOMER NEED
ONE SIZE FITS ALL
INDUSTRY FOCUS
WIN WINHigh demand for ancillary
products from customers to
save time, hassle and money
Improving merchandising
and retailing across all
distribution channels is a key
objective
Travel companies as a whole are
not doing a
great job of merchandising and
selling ancillaries
You can increase
ancillary sales & deliver
a better experience for
your customers at the
same time!
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
FINDING A CATALYST
Customers are open to
purchasing additional
add-ons to compliment
their flight purchase
11
61%
Customers say ancillary
products offered to them
are relevant37%
Source: Fusion Omnibus Study 2015
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
MEASUREMENT FOR SUCCESS
Customers say that airlines
are doing a good job of
customizing their offers
12
12%
Travel companies offer ancillaries
based upon real-time ranking
and decisioning4%
Source: Atmosphere Research and Fusion / WBR The Digital Journey 2016
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
?ONE SIZE
FITS ALL
13
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
LEARNING FROM EXPERIMENTS
Most airlines currently have a low bar for
engagement with customers through their
digital platforms throughout the journey.
Rather than customer centric, these systems
are designed to trigger contacts focused
internally on the needs of the organization.
14
Skift / Sabre: How airlines can create a customer-centric digital experience
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
EVOLUTION OF THE INDUSTRY
Airline executives say
improving ancillary
merchandising is a key
objective over the next 2
years!
Source: Atmosphere Research
15
91%Do	you	expect	that	number	to	increase	or	decrease	
in	2017
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
Sir Tim Clark
President of Emirates Airlines
“Need to sell
more ancillaries
to offset highly
discounted
economy fares.”
THE OBJECTIVE
“The key to digital is
using data to
understand customers
to personalize offers
and make it easy!”
Dame Carolyn McCall
CEO of easyJet
Poll no. 5
Which	of	the	following	best	describes	the	method	
your	company	uses	to	market	ancillary	products?
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
INSIDE
THE LAB
WHAT YOU’LL NEED.
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
GATHERING THE ELEMENTS
19
DATA PRODUCTS
PEOPLE PLATFORM
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
THE DATA
20
DATA
Having centralized data on hand empowers travel companies to
better understand their customers through a variety of research
and analytical methods.
• Scoring
• Automated Analytics
• Customer Profiling
• Test Strategy
• Customer Segmentation
• Pricing Model & Elasticity Testing
• A/B & Multivariate Tests
• Predictive Modeling
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
THE ANCILLARY PRODUCTS
21
PRODUCTS
• Seat upgrades
• Medical coverage
• Car service
A good mixture of products to offer your customers is
essential in meeting their needs
for any number of situations.
• Extra luggage
• VIP Boarding
• Travel insurance
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
THE RESOURCES
22
DATAPEOPLE
• Project Managers
• Optimization Strategists
• Business Analysts
• Developers
• Marketing Experts
The right skills and experience are critical for any organization
hoping to optimize ancillary sales.
• Data Specialists
• UI/UX Designers
• Statisticians
• QA Engineers
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
PLATFORM
THE PLATFORM
23
A flexible merchandising platform gives travel companies the
agility to improve marketing methods and increase sales in
real-time. This should include:
• Data models
• Recommendation engine
• Product repositories
• Purchase capabilities
• Testing
• Dynamic content
• Analytics
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
GETTING IT RIGHT
Once you have the appropriate data, products, people, and platform in place – delivering
on the fundamentals of good merchandising and retail is not complicated.
24
Right
Customer
Right
Product
Right
Channel
Right
Time
Right
Way
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
SUCCESS THROUGH
EXPERIMENTS
HOW TO GET THERE.
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
SCIENTIFIC PROCESS
26
1 2 3
4 5 6
DETERMINE TEST FOCUS ISOLATE PREDICTORS
EXECUTE TESTS ANALYZE RESULTS
DEVELOP HYPOTHESIS
IMPLEMENT WINNERS
…AND
REPEAT!
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
DETERMINE THE FOCUS
The first step in an optimization process
is to determine the challenge and to
choose a test focus with great potential.
For example, if a certain product accounts for a
large percentage of revenue yet is
underperforming expectations – this would be a
good place to make a positive impact.
27
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
ISOLATE STRONG
PREDICTORS
28
Let the data drive the decisions. Look at all the
factors and determine which attributes help
group similar customers together into segments
and predict their most likely purchase behavior.
• # of Passengers
• Route Distance
• Trip Cost
• Trip Duration
• Booking Window
• Season
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
DEVELOP THE HYPOTHESIS
29
For each customer segment, develop a test hypothesis and
determine the strategic test variations each will be
presented with.
A B C
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
EXECUTE TESTS
The purpose of testing is to learn as much as possible
about customer behavior while minimizing the risk. This
can be done by limiting the initial audience to a small
representative
portion of the population, in an effort to predict how most
customers will likely react.
30
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
ANALYZE RESULTS
Start by analyzing results of the test for the
entire test population and then systematically
drill down to more granular analysis to find
pockets of success and to augment learning.
This thorough analysis allows for promotion
of your test to a targeted group without
influencing segmentation or relying on
predefined business rules.
31
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
IMPLEMENT WINNERS
It’s great to know what customers are doing
and why – but using the right type of platform
will allow for actionable intelligence and
provide the ability to apply changes right away without
having to wait in a long IT queue.
32
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
EVERYONE WINS
33
POOR
EXCELLENT
HIGHLOW
Fully Personalized Ancillary Offers
Dynamic Offers Based On Unique Customer Segments
Static Business Rule Ancillary Offers
Generic One Size Fits All Offers
CUSTOMER EXPERIENCE
ANCILLARY REVENUE GENERATED
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
SUMMARIZING THE SCIENCE
34
Move Away From The ‘One Size Fits All’Approach
Customers Desire More Relevant Ancillary Products
Improve Results via Continuous Testing & Optimization
Key Ingredients: Data + Products + People + Platform
THE SCIENCE BEHIND ANCILLARY MERCHANDISING
THANK YOU
Mark Brown
Vice President, EMEA at Fusion
mark.brown@fusion.com
Sinead Finn
Owner at affinnity
sinead.finn@affinnity.com
Will Plusch
Sr. Optimization Manager at Fusion
will.plusch@fusion.com
Q & A
Thank you!
Send your questions and comments to gene@tnooz.com
Replay and presentation will be available on www.tnooz.com
The science behind ancillary
merchandising
Webinar
November 10, 2016

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Tnooz-Fusion FREE webinar: The science behind ancillary merchandising

  • 1. The science behind ancillary merchandising Webinar November 10, 2016
  • 2. Your hosts Sean O’Neill Editor in Chief & Moderator Tnooz Gene Quinn CEO & Producer Tnooz
  • 3. Your presenters Mark Brown VP, EMEA Fusion Sinead Finn Owner affinnity Will Plusch Sr. Optimization Mgr. Fusion
  • 4. Poll no. 1 Where are you located?
  • 5. Poll no. 2 Which industry segment do you represent?
  • 6. THE SCIENCE BEHIND ANCILLARY MERCHANDISING THE SCIENCE BEHIND ANCILLARY MERCHANDISING
  • 7. THE SCIENCE BEHIND ANCILLARY MERCHANDISING KEY TAKEAWAYS • The current state of ancillary sales and merchandising in the travel industry • What travel companies need to put together a successful ancillary merchandising strategy • How to reach optimization success through test design and execution 6
  • 8. Poll no. 3 Sales from ancillary products account for how much of your company’s total annual revenue?
  • 10. THE SCIENCE BEHIND ANCILLARY MERCHANDISING CURRENT STATE OF THE INDUSTRY HOW IT’S GOING.
  • 11. THE SCIENCE BEHIND ANCILLARY MERCHANDISING INDUSTRY OBSERVATIONS 10 CUSTOMER NEED ONE SIZE FITS ALL INDUSTRY FOCUS WIN WINHigh demand for ancillary products from customers to save time, hassle and money Improving merchandising and retailing across all distribution channels is a key objective Travel companies as a whole are not doing a great job of merchandising and selling ancillaries You can increase ancillary sales & deliver a better experience for your customers at the same time!
  • 12. THE SCIENCE BEHIND ANCILLARY MERCHANDISING FINDING A CATALYST Customers are open to purchasing additional add-ons to compliment their flight purchase 11 61% Customers say ancillary products offered to them are relevant37% Source: Fusion Omnibus Study 2015
  • 13. THE SCIENCE BEHIND ANCILLARY MERCHANDISING MEASUREMENT FOR SUCCESS Customers say that airlines are doing a good job of customizing their offers 12 12% Travel companies offer ancillaries based upon real-time ranking and decisioning4% Source: Atmosphere Research and Fusion / WBR The Digital Journey 2016
  • 14. THE SCIENCE BEHIND ANCILLARY MERCHANDISING ?ONE SIZE FITS ALL 13
  • 15. THE SCIENCE BEHIND ANCILLARY MERCHANDISING LEARNING FROM EXPERIMENTS Most airlines currently have a low bar for engagement with customers through their digital platforms throughout the journey. Rather than customer centric, these systems are designed to trigger contacts focused internally on the needs of the organization. 14 Skift / Sabre: How airlines can create a customer-centric digital experience
  • 16. THE SCIENCE BEHIND ANCILLARY MERCHANDISING EVOLUTION OF THE INDUSTRY Airline executives say improving ancillary merchandising is a key objective over the next 2 years! Source: Atmosphere Research 15 91%Do you expect that number to increase or decrease in 2017
  • 17. THE SCIENCE BEHIND ANCILLARY MERCHANDISING Sir Tim Clark President of Emirates Airlines “Need to sell more ancillaries to offset highly discounted economy fares.” THE OBJECTIVE “The key to digital is using data to understand customers to personalize offers and make it easy!” Dame Carolyn McCall CEO of easyJet
  • 19. THE SCIENCE BEHIND ANCILLARY MERCHANDISING INSIDE THE LAB WHAT YOU’LL NEED.
  • 20. THE SCIENCE BEHIND ANCILLARY MERCHANDISING GATHERING THE ELEMENTS 19 DATA PRODUCTS PEOPLE PLATFORM
  • 21. THE SCIENCE BEHIND ANCILLARY MERCHANDISING THE DATA 20 DATA Having centralized data on hand empowers travel companies to better understand their customers through a variety of research and analytical methods. • Scoring • Automated Analytics • Customer Profiling • Test Strategy • Customer Segmentation • Pricing Model & Elasticity Testing • A/B & Multivariate Tests • Predictive Modeling
  • 22. THE SCIENCE BEHIND ANCILLARY MERCHANDISING THE ANCILLARY PRODUCTS 21 PRODUCTS • Seat upgrades • Medical coverage • Car service A good mixture of products to offer your customers is essential in meeting their needs for any number of situations. • Extra luggage • VIP Boarding • Travel insurance
  • 23. THE SCIENCE BEHIND ANCILLARY MERCHANDISING THE RESOURCES 22 DATAPEOPLE • Project Managers • Optimization Strategists • Business Analysts • Developers • Marketing Experts The right skills and experience are critical for any organization hoping to optimize ancillary sales. • Data Specialists • UI/UX Designers • Statisticians • QA Engineers
  • 24. THE SCIENCE BEHIND ANCILLARY MERCHANDISING PLATFORM THE PLATFORM 23 A flexible merchandising platform gives travel companies the agility to improve marketing methods and increase sales in real-time. This should include: • Data models • Recommendation engine • Product repositories • Purchase capabilities • Testing • Dynamic content • Analytics
  • 25. THE SCIENCE BEHIND ANCILLARY MERCHANDISING GETTING IT RIGHT Once you have the appropriate data, products, people, and platform in place – delivering on the fundamentals of good merchandising and retail is not complicated. 24 Right Customer Right Product Right Channel Right Time Right Way
  • 26. THE SCIENCE BEHIND ANCILLARY MERCHANDISING SUCCESS THROUGH EXPERIMENTS HOW TO GET THERE.
  • 27. THE SCIENCE BEHIND ANCILLARY MERCHANDISING SCIENTIFIC PROCESS 26 1 2 3 4 5 6 DETERMINE TEST FOCUS ISOLATE PREDICTORS EXECUTE TESTS ANALYZE RESULTS DEVELOP HYPOTHESIS IMPLEMENT WINNERS …AND REPEAT!
  • 28. THE SCIENCE BEHIND ANCILLARY MERCHANDISING DETERMINE THE FOCUS The first step in an optimization process is to determine the challenge and to choose a test focus with great potential. For example, if a certain product accounts for a large percentage of revenue yet is underperforming expectations – this would be a good place to make a positive impact. 27
  • 29. THE SCIENCE BEHIND ANCILLARY MERCHANDISING ISOLATE STRONG PREDICTORS 28 Let the data drive the decisions. Look at all the factors and determine which attributes help group similar customers together into segments and predict their most likely purchase behavior. • # of Passengers • Route Distance • Trip Cost • Trip Duration • Booking Window • Season
  • 30. THE SCIENCE BEHIND ANCILLARY MERCHANDISING DEVELOP THE HYPOTHESIS 29 For each customer segment, develop a test hypothesis and determine the strategic test variations each will be presented with. A B C
  • 31. THE SCIENCE BEHIND ANCILLARY MERCHANDISING EXECUTE TESTS The purpose of testing is to learn as much as possible about customer behavior while minimizing the risk. This can be done by limiting the initial audience to a small representative portion of the population, in an effort to predict how most customers will likely react. 30
  • 32. THE SCIENCE BEHIND ANCILLARY MERCHANDISING ANALYZE RESULTS Start by analyzing results of the test for the entire test population and then systematically drill down to more granular analysis to find pockets of success and to augment learning. This thorough analysis allows for promotion of your test to a targeted group without influencing segmentation or relying on predefined business rules. 31
  • 33. THE SCIENCE BEHIND ANCILLARY MERCHANDISING IMPLEMENT WINNERS It’s great to know what customers are doing and why – but using the right type of platform will allow for actionable intelligence and provide the ability to apply changes right away without having to wait in a long IT queue. 32
  • 34. THE SCIENCE BEHIND ANCILLARY MERCHANDISING EVERYONE WINS 33 POOR EXCELLENT HIGHLOW Fully Personalized Ancillary Offers Dynamic Offers Based On Unique Customer Segments Static Business Rule Ancillary Offers Generic One Size Fits All Offers CUSTOMER EXPERIENCE ANCILLARY REVENUE GENERATED
  • 35. THE SCIENCE BEHIND ANCILLARY MERCHANDISING SUMMARIZING THE SCIENCE 34 Move Away From The ‘One Size Fits All’Approach Customers Desire More Relevant Ancillary Products Improve Results via Continuous Testing & Optimization Key Ingredients: Data + Products + People + Platform
  • 36. THE SCIENCE BEHIND ANCILLARY MERCHANDISING THANK YOU Mark Brown Vice President, EMEA at Fusion mark.brown@fusion.com Sinead Finn Owner at affinnity sinead.finn@affinnity.com Will Plusch Sr. Optimization Manager at Fusion will.plusch@fusion.com
  • 37. Q & A
  • 38. Thank you! Send your questions and comments to gene@tnooz.com Replay and presentation will be available on www.tnooz.com
  • 39. The science behind ancillary merchandising Webinar November 10, 2016