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1 of 34
Agenda
Our Speakers Today
Principal, Revenue Optimization
Tom Bacon Consulting, LLC
Chief Product Officer
RateGain
Tom Bacon Dr. Anand Medepalli
(Cooperation+ Love x community building )
Survival tactics
A 20,000 years old equation
Freytag’s Structure of Storytelling
Storytelling : The age-old formula driving human evolution
2083333
Snap chat pictures
1388999
GIFs served
49890
Instagram
473400
Tweets
4333560
Video Views
Source Statista
Stories created in an Internet Minute
Today’s travelers crave stories in micro-moments
For them, every Travel is a Story!
Source AARP Traveler trends 2018
1
2
3
4
Travels to seek experiences and transformation
Spends all of their vacation time in a year
Spends more than GenX and Boomers on each travel
Bucket Lists and Impulse Travel remain priorities
Passenger
Expectations
Air Travel
Experience
• Tracking Baggage
• Random Security Check
• Standard Seats
• Standard Fares
• Small Meals
• Limited Engagement
Options
• Happiness
• New Culture
• Nervousness
• Sadness
• Self-Exploration
• Urgent Assignments
• New Beginning
Satisfaction with Last Air-Travel Experience
North AsiaLatin America North AmericaMiddle EastAsia PacificAfrica
40% 47% 59% 47% 56% 56%
But a Traveler perceives his story to be divergent from an Airline's story
Source: IATA Global Passenger Survey 2017
Source: Digital transformation initiative: aviation, travel and tourism industry. WEF, January 2017.
Potential to unlock approximately $1 trillion in value for the industry by 2025.
Enabling a Traveler’s story will impact both your business and the society
Ancillary – Billed as “personalized”;Critical to Financial Health
Theory: Pay only for the services you want!
$88.2
Billion
Airline Ancillary Revenue
(Ideaworks)
$38.0 Billion
Airline Profits (IATA)
Global Airline Performance
2017
But…
Anti-Customer?
Ancillary must add Value!
True Personalization adds value; drives
increased Customer
satisfaction/Engagement – the “story”
7 Signs airlines need to take a step back with ancillary
Customers can’t book you
Customers don’t like you
Customers don’t know what they’re buying
Customers can’t find what they want
Customers are overwhelmed with choice
Customers perceive nickel-diming
Customers are surprised what they get
Data Requirements: More than Personalized
Micro-segmentation
Contextual
Two-way Dialogue
1
2
3
A Personalized “Story”
Right product
Right price
Right messaging
Right time
Right channel
Entire Travel Experience is a “Story”
Competitive Positioning
High Ancillary %
Leisure  Business Orientation
U.S. Airline Industry 2018
Competitive Positioning
High Ancillary %
High Personalization
U.S. Airline Industry 2018
Blue Ocean!
Ancillary <-> Personalization
1
2
3
Value-added Ancillary
Data is more than Personalized
Marketing the “Story”
Whole Travel Experience Included
Competitive Opportunity
4
5
How Much do you Estimate Better Customized Offer Creation Will Increase Your Airline's
Total Passenger Revenue ?
Source: Skift Research: A new formula for Airline Success
Crawl – Walk – Run – Fly!
Embrace a test-and-learn culture!s
1
2
3
Industry is just crawling…
But we’ve got to begin somewhere!
Now is the time
Charting your Personalization Path forward
1
2
3
Establish traveler discovery and micro-segmentation
Create a digital data foundation
Turn your Data into an Asset
Map a Traveler’s Journey with you
Cancellation
propensity
Path to
discovery
Customer
profiles
Booking
data
Channel
Preferences
Cross-product
purchases
Promotions &
Events
Competitive
offers
Social
sentiment
Clickstream
data
Brand
reputation
Product choices
Path to
purchase Price sensitivity Social influence
Total
spend
“Why will they come back to me?”
Figure out your customers
Machine
Learning
Cloud
Computing
Market
Pricing
Bookings
SNEW
Airlines
Capacity &
Traffic
Customer
Feedback
Data Types
Search data
Customer
Reviews
Crawlers
Res Systems
External APIs
/ SFTP
Search
OAG / WEF
Data Collection
Historical
Data
Streaming
Data
Data Lake
Outcome
Scenarios
Cross-data
Insights
Data Cleansing &
Validation
Data Aggregation
Analytics Ready
Data
Marketing
• Traveler profiling
• Demand forecasting
• Digital marketing spend optimization
• Promotions planning & pricing
• Sentiment scoring & pricing
Data
Deltas
MachineLearningFramework
Revenue Management
• Demand forecasting
• Pricing optimization
• Automatic rate updates
• Smart alerts
Data Services
• Smart search
• Smart sampling
• Price guidance
• Quality control
Create a digital data foundation
Data
Views
Data
• Rate shopping
• SNEW
• Airline capacity & traffic
• Search
• Macro-economic indicators
Being Traveler Centric requires a paradigm shift in your approach
• Batch-driven
• Static-rules
based
• Limited data
inputs with
latency
• Silo
organizational
disciplines
• Self-learning
and evolving
• Automated
response
• Risk-aware
• Full
organizational
visibility and
control
• Exponential
growth in data
(SNEW, IOT)
• Always-on
• Iterative batch
planning
accounting for
execution
realities
• Flexible and
responsive
• Limited data
inputs with
reduced latency
• Silo
organizational
disciplines
• Predictive
planning based
on real-time
events
• Flexible and
responsive
• Increased data
use (SNEW, IOT)
• More connected
organizational
disciplines, but
not fully
Reactive Responsive Synchronized CognitiveProactive
• Predictive
planning based
on real-time
events
• Flexible and
responsive
• Increased data
use (SNEW, IOT)
• Full
organizational
visibility with
inter-connected
insights
Walk Run FlyCrawl
WEBSITE
PERSONALIZATION:
Market Price Comparison
Compare price for other
airlines for your dates:
Compare price across
other travel partners for
your dates:
.
INR 54,000
INR 55,000
INR 57,000
INR 51,500
INR 52,000
INR 56,000
INR 57,500
INR 56,000
COMPARE
* (CHEAPER RATES 3 DAYS AHEAD)
WEBSITE PERSONALIZATION :
Alternate Dates Comparison
WEBSITE PERSONALIZATION :
And oh, look at the Events & Weather Forecasts
Compare price for other
airlines for your dates:
Compare price across
other travel partners for
your dates:
.
INR 54,000
INR 55,000
INR 57,000
INR 51,500
INR 52,000
INR 56,000
INR 57,500
INR 56,000
COMPARE
WEATHER FORECAST
EVENTS
* (CHEAPER RATES 3 DAYS AHEAD)
WEBSITE PERSONALIZATION :
And here is a Promotion for you!
Compare price for other
airlines for your dates:
Compare price across
other travel partners for
your dates:
.
INR 54,000
INR 55,000
INR 57,000
INR 51,500
INR 52,000
INR 56,000
INR 57,500
INR 56,000
COMPARE
WEATHER FORECAST
EVENTS
EFFECTIVE PRICE (after discount): INR 39,246
* (CHEAPER RATES 3 DAYS AHEAD)
SOCIAL MEDIA CAMPAIGNS:
Retarget your customers with related offers and information on their
social media profiles.
PERSONALIZED DISPLAY ADVERTISING
PERSONALIZED BANNER ADS DYNAMIC CONTENT IN BANNER ADS
SMS MARKETING
Send real time SMS alerts
personalized on the basis of user
booking history and real time
data from RateGain’s APIs.
Include offers for new customers
and retarget those who left
without booking by showing
them that Singapore airlines is
the cheapest for those dates &
upcoming events in the
destination location.
1
2
For enquiries contact us:
marketing@rategain.com
For enquiries contact us:
marketing@rategain.com

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Webinar: Personalization in Airlines with Tom Bacon and Dr. Medepalli

  • 1.
  • 3. Our Speakers Today Principal, Revenue Optimization Tom Bacon Consulting, LLC Chief Product Officer RateGain Tom Bacon Dr. Anand Medepalli
  • 4. (Cooperation+ Love x community building ) Survival tactics A 20,000 years old equation Freytag’s Structure of Storytelling Storytelling : The age-old formula driving human evolution
  • 5. 2083333 Snap chat pictures 1388999 GIFs served 49890 Instagram 473400 Tweets 4333560 Video Views Source Statista Stories created in an Internet Minute Today’s travelers crave stories in micro-moments
  • 6. For them, every Travel is a Story! Source AARP Traveler trends 2018 1 2 3 4 Travels to seek experiences and transformation Spends all of their vacation time in a year Spends more than GenX and Boomers on each travel Bucket Lists and Impulse Travel remain priorities
  • 7. Passenger Expectations Air Travel Experience • Tracking Baggage • Random Security Check • Standard Seats • Standard Fares • Small Meals • Limited Engagement Options • Happiness • New Culture • Nervousness • Sadness • Self-Exploration • Urgent Assignments • New Beginning Satisfaction with Last Air-Travel Experience North AsiaLatin America North AmericaMiddle EastAsia PacificAfrica 40% 47% 59% 47% 56% 56% But a Traveler perceives his story to be divergent from an Airline's story Source: IATA Global Passenger Survey 2017
  • 8. Source: Digital transformation initiative: aviation, travel and tourism industry. WEF, January 2017. Potential to unlock approximately $1 trillion in value for the industry by 2025. Enabling a Traveler’s story will impact both your business and the society
  • 9. Ancillary – Billed as “personalized”;Critical to Financial Health Theory: Pay only for the services you want! $88.2 Billion Airline Ancillary Revenue (Ideaworks) $38.0 Billion Airline Profits (IATA) Global Airline Performance 2017
  • 11. Ancillary must add Value! True Personalization adds value; drives increased Customer satisfaction/Engagement – the “story” 7 Signs airlines need to take a step back with ancillary Customers can’t book you Customers don’t like you Customers don’t know what they’re buying Customers can’t find what they want Customers are overwhelmed with choice Customers perceive nickel-diming Customers are surprised what they get
  • 12. Data Requirements: More than Personalized Micro-segmentation Contextual Two-way Dialogue 1 2 3
  • 13. A Personalized “Story” Right product Right price Right messaging Right time Right channel
  • 14. Entire Travel Experience is a “Story”
  • 15. Competitive Positioning High Ancillary % Leisure  Business Orientation U.S. Airline Industry 2018
  • 16. Competitive Positioning High Ancillary % High Personalization U.S. Airline Industry 2018 Blue Ocean!
  • 17. Ancillary <-> Personalization 1 2 3 Value-added Ancillary Data is more than Personalized Marketing the “Story” Whole Travel Experience Included Competitive Opportunity 4 5
  • 18. How Much do you Estimate Better Customized Offer Creation Will Increase Your Airline's Total Passenger Revenue ? Source: Skift Research: A new formula for Airline Success
  • 19. Crawl – Walk – Run – Fly! Embrace a test-and-learn culture!s 1 2 3 Industry is just crawling… But we’ve got to begin somewhere! Now is the time
  • 20. Charting your Personalization Path forward 1 2 3 Establish traveler discovery and micro-segmentation Create a digital data foundation Turn your Data into an Asset
  • 21. Map a Traveler’s Journey with you
  • 22. Cancellation propensity Path to discovery Customer profiles Booking data Channel Preferences Cross-product purchases Promotions & Events Competitive offers Social sentiment Clickstream data Brand reputation Product choices Path to purchase Price sensitivity Social influence Total spend “Why will they come back to me?” Figure out your customers Machine Learning Cloud Computing
  • 23. Market Pricing Bookings SNEW Airlines Capacity & Traffic Customer Feedback Data Types Search data Customer Reviews Crawlers Res Systems External APIs / SFTP Search OAG / WEF Data Collection Historical Data Streaming Data Data Lake Outcome Scenarios Cross-data Insights Data Cleansing & Validation Data Aggregation Analytics Ready Data Marketing • Traveler profiling • Demand forecasting • Digital marketing spend optimization • Promotions planning & pricing • Sentiment scoring & pricing Data Deltas MachineLearningFramework Revenue Management • Demand forecasting • Pricing optimization • Automatic rate updates • Smart alerts Data Services • Smart search • Smart sampling • Price guidance • Quality control Create a digital data foundation Data Views Data • Rate shopping • SNEW • Airline capacity & traffic • Search • Macro-economic indicators
  • 24. Being Traveler Centric requires a paradigm shift in your approach • Batch-driven • Static-rules based • Limited data inputs with latency • Silo organizational disciplines • Self-learning and evolving • Automated response • Risk-aware • Full organizational visibility and control • Exponential growth in data (SNEW, IOT) • Always-on • Iterative batch planning accounting for execution realities • Flexible and responsive • Limited data inputs with reduced latency • Silo organizational disciplines • Predictive planning based on real-time events • Flexible and responsive • Increased data use (SNEW, IOT) • More connected organizational disciplines, but not fully Reactive Responsive Synchronized CognitiveProactive • Predictive planning based on real-time events • Flexible and responsive • Increased data use (SNEW, IOT) • Full organizational visibility with inter-connected insights Walk Run FlyCrawl
  • 25.
  • 26. WEBSITE PERSONALIZATION: Market Price Comparison Compare price for other airlines for your dates: Compare price across other travel partners for your dates: . INR 54,000 INR 55,000 INR 57,000 INR 51,500 INR 52,000 INR 56,000 INR 57,500 INR 56,000 COMPARE * (CHEAPER RATES 3 DAYS AHEAD)
  • 28. WEBSITE PERSONALIZATION : And oh, look at the Events & Weather Forecasts Compare price for other airlines for your dates: Compare price across other travel partners for your dates: . INR 54,000 INR 55,000 INR 57,000 INR 51,500 INR 52,000 INR 56,000 INR 57,500 INR 56,000 COMPARE WEATHER FORECAST EVENTS * (CHEAPER RATES 3 DAYS AHEAD)
  • 29. WEBSITE PERSONALIZATION : And here is a Promotion for you! Compare price for other airlines for your dates: Compare price across other travel partners for your dates: . INR 54,000 INR 55,000 INR 57,000 INR 51,500 INR 52,000 INR 56,000 INR 57,500 INR 56,000 COMPARE WEATHER FORECAST EVENTS EFFECTIVE PRICE (after discount): INR 39,246 * (CHEAPER RATES 3 DAYS AHEAD)
  • 30. SOCIAL MEDIA CAMPAIGNS: Retarget your customers with related offers and information on their social media profiles.
  • 31. PERSONALIZED DISPLAY ADVERTISING PERSONALIZED BANNER ADS DYNAMIC CONTENT IN BANNER ADS
  • 32. SMS MARKETING Send real time SMS alerts personalized on the basis of user booking history and real time data from RateGain’s APIs. Include offers for new customers and retarget those who left without booking by showing them that Singapore airlines is the cheapest for those dates & upcoming events in the destination location. 1 2
  • 33. For enquiries contact us: marketing@rategain.com
  • 34. For enquiries contact us: marketing@rategain.com

Editor's Notes

  1. We work in an industry which creates curious travelers, experiences and stories that you can tell over ages. This photo depicts the image we have in our mind about travel and experiences
  2. We work in an industry which creates curious travelers, experiences and stories that you can tell over ages. This photo depicts the image we have in our mind about travel and experiences
  3. 1- Change icons 2- Cancelation propensity
  4. Client can use tools such as ‘Adroll’, ‘Adacado’, ‘Google DoubleClick Bid Manager’ and ‘MediaMath’ for dynamic display advertising. Banner HTML will have placeholders to accommodate real time data from real time RateGain’s API. Singapore Airline can show pricing, events and weather data in these promotional banners
  5. Singapore Airlines can use any marketing automation platform to send dynamic sms – Eloqua, Pardot etc.