gRc402 • Personalization
& Mass-Customization

Week 4 • Winter 2021 • Ahmed Sagarwala

Paper

  • Due: January 31st
  • Should cover customization
  • 2+ academic sources
  • 4-6 pages
  • Some ideas...

Paper

  • Statistics on response rates, revenue, loyalty
  • Best practices for implementing personalization
  • Data management considerations
  • Unique approaches and opportunities
  • Challenges with integrating and leveraging technology
  • How many choices is too much, too little, just right?
  • Personalization in a digital space
  • The ethics of personalization
  • ...

Source: FlashBay

Canvas Discussion

  • Provide an example of personalization you've encountered
  • Print is preferred
  • Add to the discussion and see peer examples

Timelines

1

2

3

4

5

6

  • Consider each step
  • What needs to be done?
  • How much time will it take?

1

2

3

4

5

6

  • Form design
  • Test form
  • Send email campaign
  • Await responses

1

2

3

4

5

6

  • Review responses
  • Sanitize
  • Segmentation

1

2

3

4

5

6

  • Design promotion
  • Test PURLS
  • Deliver offers

How long?

  • Designing an email / postcard / letter
    • Page count
    • Change requests
    • Sourcing images
    • Branding provided or not?
  • Writing copy
    • Proofreading
    • Change requests
    • Previous content available?

How long?

  • Data work
    • Reviewing records
    • Normalizing
    • Sanitizing
    • Segmentation
  • Personalization
    • Logic
    • Alternative layouts
    • Spot checks
    • Output test
  • 5/50/500 rule

Source: US Global Mail

Response expectations

  • 1-5 days to receive
  • Average 2 week response
    • Could be 1 day
    • Sometimes over 60 days
  • 1-5 days to return

Tip: Define a campaign window or deadline and allow for online responses. Provide a paid response card for ease of return.*

Groups: How long?

  • Everyone create sub-steps for the campaign
  • Collect estimates for each step
  • What the total for each campaign phase?
  • Project: submit a timeline with your workflow

1

2

3

4

5

6

2 days

1 day

3 days

60 days

14 days

2 weeks

😰 Things get hectic with overlapping campaigns

Pitches

  • Well done overall!
  • Use of big buckets, but we could do better.
  • More research
    • Industry needs
    • Personalization opportunities
  • Remixes of Fake Travel?

Form Design Best Practices

Write down 3+ practices
⏰ 5 minutes

Pair up in your groups, share your practices and choose the top 3 practices.

⏰ 5 minutes

Personas & Profiling

Image: Wil Stewart

Learning Objectives

  • Create connections between verticals to plan a personalized campaign.
  • Understand the influence of personas on segmentation.
  • Determine the ideal number of questions to create a personalized experience.
  • Determine how many personalized fields are needed to created highly targeted messages.

Behavioral Science Unit

  • 1880's: Jack the Ripper's personality (Philips & Bond)
  • 1974: BSU created to investigate serial cases
    • Antecedent
    • Method & Manner
    • Body Disposal
    • Post-Offensive Behvior
  • 1990: Investigative Psychology (Canter)

 

Several staged studies showed mixed results in accuracy.

Several staged studies showed
mixed results in accuracy...

 

Response Rates

Unaddressed Admail: 0.5%

Direct Mail: 2.5-10%

Personalized Direct Mail: 5-25%

P. Sorce (2009) Personalization

OKCupid

  • 3 simple questions
  • Do you like horror movies?
  • Have you ever traveled around another country alone?
  • Wouldn't it be fun to chuck it all and go live on a sailboat?

 

What do you notice about the questions?
(think about form design)

Questions vs Segmentation

  • OKCupid: 3 questions with 2 options
    • 23 = 8
    • 8 general personas
  • FBI: 4 questions with 2-4 options
    • 3 x 4 x 2 x 2 = 48
    • ~48 personas for serial offenders

Support > Manipulation

Monday

  • Asynchronous lecture
  • 5-10 minute modules on mailing standards
  • Will be applied during W5-W7 labs

GrC402 Week 4

By Am Sagarwala

GrC402 Week 4

Estimating for personalization

  • 376