SlideShare a Scribd company logo
It’s Not Chemistry: Data Science Tells
You How to Get Personal
Meiling Arounnarath
Product Owner,
SalesLoft
Roi Ceren
Data Scientist,
SalesLoft
20
33
7
© 2019. SalesLoft. All Rights Reserved.
What is Personalization?
© 2019. SalesLoft. All Rights Reserved.
Examples of
Personalization
1
Unique
to
the
individual
© 2019. SalesLoft. All Rights Reserved.
Examples of
Personalization
Aligned
to
buyer’s
unique
challenges
21
Unique
to
the
individual
© 2019. SalesLoft. All Rights Reserved.
Examples of
Personalization
3
Account-orcom
pany-based
Aligned
to
buyer’s
unique
challenges
21
Unique
to
the
individual
© 2019. SalesLoft. All Rights Reserved.
Examples of
Personalization
4
Persona-based
3
Account-orcom
pany-based
Aligned
to
buyer’s
unique
challenges
21
Unique
to
the
individual
© 2019. SalesLoft. All Rights Reserved.
Examples of
Personalization
5
Sales
stage-based
4
Persona-based
3
Account-orcom
pany-based
Aligned
to
buyer’s
unique
challenges
21
Unique
to
the
individual
How Personalization Looks
Amount to include
Where in content
Time spent on it
Videos in workflow
Videos in content
eBook: sal.es/HowToPersonalize
Significant diminishing returns beyond 15-20% personalization
What percentage of an email to personalize?
Significant diminishing returns beyond 17-20% personalization
What percentage of an email to personalize?
Significant reply gain by personalizing early. 100 characters in, before 400.
Where are effective emails first personalized?
eBook: sal.es/PersonalizingTime
Where to personalize in an email?
How much time to spend personalizing?
Diminishing returns on replies hover between 3.5 to 5 minutes
eBook: sal.es/EmbedVideo
Does video increase engagement overall?
Opens increased +16% Replies increased +26%
Does video increase engagement overall?
● Video emails almost always opened more
● Replies to video dominate between day 2 and 20
Where does video belong in your workflow?
Where does video belong in your content?
Where does video belong in your content?
How Personalization Looks
amount of
personalization to
include in emails
17%-
20%
How Personalization Looks
characters in is
where in the email
content you should
begin personalizing
100
amount of
personalization to
include in emails
17%-
20%
How Personalization Looks
characters in is
where in the email
content you should
begin personalizing
100
minutes that
should be spent
personalizing each
email
3-5
amount of
personalization to
include in emails
17%-
20%
How Personalization Looks
characters in is
where in the email
content you should
begin personalizing
100
minutes that
should be spent
personalizing each
email
3-5
day range in your
workflow where
you should include
embedded video
2-20
amount of
personalization to
include in emails
17%-
20%
How Personalization Looks
characters in is
where in the email
content you should
begin personalizing
100
minutes that
should be spent
personalizing each
email
3-5
day range in your
workflow where
you should include
embedded video
2-20
where to embed
the video in the
content
1st ½
amount of
personalization to
include in emails
17%-
20%
20
33
7
Questions?

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SNB10. It's Not Chemistry: Data Science Tells You How to Get Personal

  • 1. It’s Not Chemistry: Data Science Tells You How to Get Personal Meiling Arounnarath Product Owner, SalesLoft Roi Ceren Data Scientist, SalesLoft
  • 3. © 2019. SalesLoft. All Rights Reserved. What is Personalization?
  • 4. © 2019. SalesLoft. All Rights Reserved. Examples of Personalization 1 Unique to the individual
  • 5. © 2019. SalesLoft. All Rights Reserved. Examples of Personalization Aligned to buyer’s unique challenges 21 Unique to the individual
  • 6. © 2019. SalesLoft. All Rights Reserved. Examples of Personalization 3 Account-orcom pany-based Aligned to buyer’s unique challenges 21 Unique to the individual
  • 7. © 2019. SalesLoft. All Rights Reserved. Examples of Personalization 4 Persona-based 3 Account-orcom pany-based Aligned to buyer’s unique challenges 21 Unique to the individual
  • 8. © 2019. SalesLoft. All Rights Reserved. Examples of Personalization 5 Sales stage-based 4 Persona-based 3 Account-orcom pany-based Aligned to buyer’s unique challenges 21 Unique to the individual
  • 9. How Personalization Looks Amount to include Where in content Time spent on it Videos in workflow Videos in content eBook: sal.es/HowToPersonalize
  • 10. Significant diminishing returns beyond 15-20% personalization What percentage of an email to personalize?
  • 11. Significant diminishing returns beyond 17-20% personalization What percentage of an email to personalize?
  • 12. Significant reply gain by personalizing early. 100 characters in, before 400. Where are effective emails first personalized? eBook: sal.es/PersonalizingTime
  • 13. Where to personalize in an email?
  • 14. How much time to spend personalizing? Diminishing returns on replies hover between 3.5 to 5 minutes
  • 15. eBook: sal.es/EmbedVideo Does video increase engagement overall?
  • 16. Opens increased +16% Replies increased +26% Does video increase engagement overall?
  • 17. ● Video emails almost always opened more ● Replies to video dominate between day 2 and 20 Where does video belong in your workflow?
  • 18. Where does video belong in your content?
  • 19. Where does video belong in your content?
  • 20. How Personalization Looks amount of personalization to include in emails 17%- 20%
  • 21. How Personalization Looks characters in is where in the email content you should begin personalizing 100 amount of personalization to include in emails 17%- 20%
  • 22. How Personalization Looks characters in is where in the email content you should begin personalizing 100 minutes that should be spent personalizing each email 3-5 amount of personalization to include in emails 17%- 20%
  • 23. How Personalization Looks characters in is where in the email content you should begin personalizing 100 minutes that should be spent personalizing each email 3-5 day range in your workflow where you should include embedded video 2-20 amount of personalization to include in emails 17%- 20%
  • 24. How Personalization Looks characters in is where in the email content you should begin personalizing 100 minutes that should be spent personalizing each email 3-5 day range in your workflow where you should include embedded video 2-20 where to embed the video in the content 1st ½ amount of personalization to include in emails 17%- 20%