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#opticon2015
8 Early Lessons in Personalization
Hudson Arnold
Strategy Consultant
Optimizely
@hudson_arnold
hudson@optimizely.com
Catherine Pao
Growth Product Manager
Blue Apron
@capow
cpao@blueapron.com
Mike Norland
Senior Marketing Strategist
AdRoll
@norland
mike.norland@adroll.com
Tyler Bullen
Program Manager
The Clymb
@tylerbullen
tyler@theyclymb.com
Lesson 1:
Personalization is not 1-1
(to start).
@hudson_arnold #opticon2015
Yes, people are snowflakes...
But we have important (actionable) things in common
Audiences:
A subset of your customers that
share 1 or more attributes.
@hudson_arnold #opticon2015
Demographic
+
Contextual
+
Behavioral
@hudson_arnold #opticon2015
So it’s not 1-1 - how do we start?
@hudson_arnold #opticon2015
Layer on actionable audiences...
has bought Slim 36
Jeans
@hudson_arnold #opticon2015
In order of ‘actionability’...
has bought Slim 36
Jeans
is in San Francisco
@hudson_arnold #opticon2015
To develop an eventual picture...
has bought Slim 36
Jeans
On iPhone 6
is in San Francisco
@hudson_arnold #opticon2015
of (something close to) a Single Person
has bought Slim 36
Jeans
On iPhone 6
is in San Francisco
is a Male
@hudson_arnold #opticon2015
maybe a shiny-headed person
has bought Slim 36
Jeans
On iPhone 6
is in San Francisco
is a Male
@hudson_arnold #opticon2015
1 Person, Multiple Audiences (It didn’t start 1-1)
●  Promote Pants
(Never shorts in SF)
●  Prioritize size 36
(my size)
●  Ask for a Pin
(iPhone behavior)
●  Show male cross-sells
(I buy guy’s stuff)
@hudson_arnold #opticon2015
Lesson 1:
Personalization is not 1-1
(to start).
@hudson_arnold #opticon2015
#opticon2015
Catherine Pao
Growth Product Manager
Blue Apron
@capow
Lesson 2:
Not every organization is ready
for personalization.
@capow #opticon2015
Experimentation Process
1. Set up/ run experiment
2. Analyze Results
3. Make Decision
@capow #opticon2015
ExperimentationProcess
1. Wait for development resources to free up.
2. Set up/ run experiment
3. Analyze Results
4. Make Decision
@capow #opticon2015
ExperimentationProcess
1. Wait for development resources to free up.
2. Set up/ run experiment
3. Wait for analyst availability.
4. Analyze Results
5. Make Decision
@capow #opticon2015
ExperimentationProcess
1. Wait for development resources to free up.
2. Set up/ run experiment
3. Wait for analyst availability.
4. Analyze Results
5. Find inconsistencies/ errors in the experiment setup.
6. Make Decision
@capow #opticon2015
ExperimentationProcess
1. Wait for development resources to free up.
2. Set up/ run experiment
3. Wait for analyst availability.
4. Analyze Results
5. Find inconsistencies/ errors in the experiment setup.
6. Re-run the experiment. (Steps 1 & 2)
7. Make Decision
@capow #opticon2015
ExperimentationProcess
1. Wait for development resources to free up.
2. Set up/ run experiment
3. Wait for analyst availability.
4. Analyze Results
5. Find inconsistencies/ errors in the experiment setup.
6. Re-run the experiment. (Steps 1 & 2)
7. Re-run the analysis. (Steps 3 & 4)
8. Make Decision
@capow #opticon2015
You’ll run into similar struggles
with personalization.
@capow #opticon2015
Messagingvs.LayoutChanges?
OR!
[Custom Message Here]!
@capow #opticon2015
Biggerstructuralimprovements?
OR!
Lesson 2:
Not every organization is ready
for personalization.
@capow #opticon2015
Lesson 3:
Target beyond classic market
segments.
@capow #opticon2015!
Targeting everybody is targeting nobody.
Hipster Henry! Shopaholic Sue! Millennial Mark!Retired Richard!
Image Source: http://www.contentcurationmarketing.com/boost-your-content-strategy-with-buyer-personas/!
But what if you don’t have a full-blown segmentation?
Take advantage of
technical attributes.
@capow #opticon2015
Logged In vs. Logged Out!
Coupon Cookie Info!
Seen XYZ Page!
Seen XYZ Modal!
Cookies
@capow #opticon2015
!
Paid Ad Channels!
Organic Ad Channels!
Campaigns within Channels!
Keywords within Campaigns!
Query Parameters/ Referral Sources
@capow #opticon2015!
!
IE/ Chrome/ Firefox/ Safari!
Mobile/ Tablet/ Web!
Morning/ Afternoon/ Evening!
Weekdays/ Weekends!
Browser/ Platform/ Time/ Day
@capow #opticon2015
Experiment:DownloadingaRecipePDF
BEFORE
@capow #opticon2015
Experiment:DownloadingaRecipePDF
AFTER
@capow #opticon2015
Experiment:DownloadingaPDFRecipe
•  Cookie Targeting
Check if a user is logged out
Check if a user has inputted an email already for any modal
•  Results
~30% users entering their email address
@capow #opticon2015
Experiment:BrandedGoogleSEMTraffic
BEFORE
@capow #opticon2015
AFTER
Experiment:BrandedGoogleSEMTraffic
@capow #opticon2015
Experiment:BrandedGoogleSEMTraffic
•  Query Parameter Targeting
utm_camapign -> “brand”
•  Cookie Targeting
Check if a user is logged out
•  Results
~20%+ conversion rate increase
@capow #opticon2015
Lesson 3:
Target beyond classic market
segments.
@capow #opticon2015
#opticon2015
Mike Norland
Senior Marketing Strategist
AdRoll
@norland
Lesson 4:
Prioritize your personalization.
@norland #opticon2015
Getallofyourideasout
Real brainstorm
output.
@norland #opticon2015
Prioritizehighimpact/lowcomplexity
@norland #opticon2015
Prioritizehighimpact/lowcomplexity
@norland #opticon2015
Example:Presale/postsale
PRE-SALE
POST-SALE
@norland #opticon2015
The hard part of
prioritization is actually
deprioritizing.
@norland #opticon2015
Lesson 4:
Prioritize your personalization.
@norland #opticon2015
Lesson 5:
Don’t talk about the weather.
@norland #opticon2015
Key customer differences: enterprise
SMALLBUSINESS
Preference:FreeTrial
ENTERPRISE
Preference:Productdemo
@norland #opticon2015
Safe, always appropriate…but never
particularly interesting.
Talking about the weather.
@norland #opticon2015
Example: enterprise personalization
SMALLBUSINESSES ENTERPRISE
@norland #opticon2015
Within each personalization, you
are testing a hypothesis.
@norland #opticon2015
Lesson 5:
Don’t talk about the weather.
@norland #opticon2015
#opticon2015
Tyler Bullen
Program Manager
The Clymb
@tylerbullen
The Right Product
The Right Person
The Right Way
@tylerbullen #opticon2015
Lesson 6:
The right product…
@tylerbullen #opticon2015
The Right Product
•  10-15 sales per day
•  Highly varied
•  Must show relevant content
@tylerbullen #opticon2015
The Right Product
The Right Product
•  Loyal following
•  Respected brand
•  High margin
@tylerbullen #opticon2015
Lesson 6:
The right product is worth your
effort.
@tylerbullen #opticon2015
Lesson 7:
The right person...
@tylerbullen #opticon2015
Demographic
+
Contextual
+
Behavioral
@tylerbullen #opticon2015
The Right Person
Female
Age: 30
HHI: $75k
Non-
Purchaser
@tylerbullen #opticon2015
The Right Person
Female!
Age: 30!
~HHI: $75k!
@tylerbullen #opticon2015
Dude
Age: 20
HHI: $0-10k
Purchaser
The Right Person
Female!
Age: 30!
~HHI: $75k!
Dude
Age: 20
HHI: $0-10k
Purchaser
@tylerbullen #opticon2015
Retarget past purchasers
@tylerbullen #opticon2015
The Right Person
@tylerbullen #opticon2015
Browsed twice?
Now entice!
@tylerbullen #opticon2015
Audience Building Made Easy
•  Purchasers from our database
•  Browsers from their on-site pixel
•  Pushes to multiple channels
Lytics’ Audience Builder!
@tylerbullen #opticon2015
Lesson 7:
The right person demonstrates
good behavior.
@tylerbullen #opticon2015
Lesson 8: The right way…
@tylerbullen #opticon2015
E-mail is (still) most effective
•  Cheapest
•  Arrives at the right time
•  Is easily measured
@tylerbullen #opticon2015
Social: effective but expensive
•  Gets those that e-mail can’t
•  Easy to measure
•  Hard to control
@tylerbullen #opticon2015
Onsite: Optimizely made it easy
@tylerbullen #opticon2015
Personalized Variation Gives ~10% Lift
•  E-commerce retailer
•  Members only
•  Closeout w/ tight margins
@tylerbullen #opticon2015
Lesson 8: The right way unifies
the experience.
@tylerbullen #opticon2015
Wrapping Up
One Person, Multiple Policies
Billions of Potential Combinations
Competitive edges are not
free. Come prepared.
#opticon2015
8 Early Lessons in Personalization
Hudson Arnold
Strategy Consultant
Optimizely
@hudson_arnold
hudson@optimizely.com
Catherine Pao
Growth Product Manager
Blue Apron
@capow
cpao@blueapron.com
Mike Norland
Senior Marketing Strategist
AdRoll
@norland
mike.norland@adroll.com
Tyler Bullen
Program Manager
The Clymb
@tylerbullen
tyler@theyclymb.com

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