Finding out what your customers are feeling is pivotal for knowing what decisions to make. Maya Angelou said, “I’ve learned that people will forget what you said, people will forget what you did, but people will never forget how you made them feel.” This holds true in business. Learn how JetBlue’s Jim O’Brien has used conjoint analysis and maxdiff to help JetBlue understand how their customers are feeling and use that information to build a world-class customer experience program.
In this presentation, Qualtrics’ Craig Lutz teams up with Jim O’Brien to introduce you to conjoint analysis and its value. You’ll learn:
How to conduct a professional conjoint analysis
The different use cases for conjoint analysis
What outcomes to expect from your results
How to take your results and turn them into action
3. Conjoint Analysis
When to use conjoint analysis?
Types of conjoint analysis?
How is it conducted?
What output do you get?
What is the value?
4. Conjoint Analysis
When to use conjoint analysis?
Types of conjoint analysis?
How is it conducted?
What output do you get?
What is the value?
5. When we have a product/service that consists of a combination of
features
Hotel room offering is a combination of many features or
attributes
Cleanliness
Breakfast included
Balcony/View
Wi-Fi included
COST
Conjoint Analysis
6. Conjoint Analysis
Wi-Fi
Free /w room
Not Included
Breakfast
Buffet
Not Available
Room Service Included
Price
$99 per night
$150 per night
$250 per night
$500 per night
7. Conjoint Analysis
When to use conjoint analysis?
Types of conjoint analysis?
How is it conducted?
What output do you get?
What is the value?
8. Types of conjoint analysis
Choice-based conjoint analysis
Adaptive choice-based conjoint analysis
Self-explicated conjoint analysis
Menu-based conjoint analysis
MaxDiff (the cousin of conjoint analysis)
18. Features to include
Wi-Fi
Free /w room
Not Included
Breakfast
Buffet
Not Available
Room Service Included
Price
$99 per night
$150 per night
$250 per night
$500 per night
28. JetBlue - Conjoint
Credit card loyalty programs are perfect for conjoint analysis
FEATURE LEVEL 1 LEVEL 2 LEVEL 3
APR 5.99%-9.99% 9.99%-14.99% 14.99%-21.99%
Mileage Bonus 15,000 20,000 25,000
Blackout Dates None Major Holidays Weekends and Holidays
Free Bags 0 1 2
Minimum Spend for Bonus $0 $1,000 $3,000
Conjoint attributes are example only – not indicative of actual scenario
29. JetBlue - Conjoint
Which card is best?
Card APR Free
Bags
Blackout
Dates
Minimum
Bonus Spend
Mileage
Bonus
A 10.99%-
15.99%
0 None $3,000 50,000
B 15.99%-
20.99%
2 Holidays $5,000 25,000
C 10.99%-
17.99%
1 Weekends $2,000 15,000
30. JetBlue - Conjoint
Differing priorities
FEATURE APR
APR 150%
Free Bags Nope
Blackout Dates
Every day but the
second Tuesday in
September
Minimum Spend
for Bonus
$100,000,000
Mileage Bonus 12 Miles
Evil Corporation Ideal
FEATURE APR
APR No interest. Ever.
Free Bag Refrigerator boxes too!
Blackout Dates Never
Minimum Spend
for Bonus
Free
Mileage Bonus One Krazilion
Customer Ideal
31. JetBlue - Conjoint
What is most important to the customer?
How can the mix be changed to balance the interests of
both parties?
FEATURE IMPORTANCE
APR 32%
Mileage Bonus 20%
Annual Fee 18%
Free Bag 16%
Minimum Spend
for Bonus
14%
Can’t budge
Some leeway
Some leeway
32. JetBlue - Conjoint
Change features to compensate for others
FEATURE LEVEL
APR 5.99%-14.99%
Mileage Bonus 15,000
Blackout Dates Major Holidays
Free Bags 1
Minimum Spend
for Bonus
$5,000
FEATURE LEVEL
APR 14.99%-21.99%
Mileage Bonus 25,000
Blackout Dates Major Holidays
Free Bags 1
Minimum Spend
for Bonus
$2,500
Customer Ideal APR Possible APR
Same
adoption
as