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Featuring Richard Joyce
Master Cross-Channel
Recognition
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
Meet the speakers
Richard Joyce
Senior Analyst
Todd Schoenherr
VP Product
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
Agenda
➜ The Emergence of People-Based
Marketing
➜ Devices, Data, and People
➜ Connecting and Building Identities
➜ Connection Outcomes and Opportunities
➜ 5 Steps to Getting Started
➜ Case Studies
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
Bridging the Cross-Device Chasm
Forrester Report released in December by
Richard Joyce
Summary
➜ Outlines the different approaches for
tackling the cross-device chasm and
highlights how marketers can select
the approach that best works for
them.
➜ Complementary copy in your inbox
after the webinar!
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
2015: The Emergence of People-Based Marketing
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
To power people-based marketing you need:
➜ Cross-Channel Data Collection
➜ “Always-on” Identity Graph
➜ Audience Segmentation & Data Onboarding
➜ Data Feeds to Advertising & Analytics End Points
© 2015 Forrester Research, Inc. Reproduction Prohibited 7
The elusive modern day customer
© 2015 Forrester Research, Inc. Reproduction Prohibited 8
The Age of the Customer
© 2015 Forrester Research, Inc. Reproduction Prohibited 9
Real people – truly multi-dimensional
© 2015 Forrester Research, Inc. Reproduction Prohibited 10
Their attention is fragmented
© 2015 Forrester Research, Inc. Reproduction Prohibited 11
Their experiences have become complex
© 2015 Forrester Research, Inc. Reproduction Prohibited 12
Interactions provide more understanding
© 2015 Forrester Research, Inc. Reproduction Prohibited 13
IDs take us from devices to people
Session
ID
1st party
Cookies
3rd party
Cookies
Mobile
MAC
Address
Person
Email Social ID
Account
Details
© 2015 Forrester Research, Inc. Reproduction Prohibited 14
Not recognizing has a negative effect
© 2015 Forrester Research, Inc. Reproduction Prohibited 15
So how can we connect the dots?
© 2015 Forrester Research, Inc. Reproduction Prohibited 16
Deterministic matching
© 2015 Forrester Research, Inc. Reproduction Prohibited 17
Knowing vs. Guessing
› Knowing is better
than guessing
› Limits to scale
› Application must be
personalized
› MTA and Customer
Journey
© 2015 Forrester Research, Inc. Reproduction Prohibited 18
What Can We Use To Know?
› Login Data
› Account Info
› Email
› Address
› Phone Number
› Deterministic data must
be authenticated to go
from devices to people
© 2015 Forrester Research, Inc. Reproduction Prohibited 19
Probabilistic matching
© 2015 Forrester Research, Inc. Reproduction Prohibited 20
Guessing When We Don’t Know
› Guessing is still
valuable
› Provides scale
› Must align matching
with business goals
› Less valuable from a
measurement
standpoint
© 2015 Forrester Research, Inc. Reproduction Prohibited 21
What Do We Use To Make Guesses?
› Cookies
› IP Addresses
› Statistical IDs
› 3rd party data
› Probabilistic data adds
value when combined
with the right
deterministic data
› Geo-location
© 2015 Forrester Research, Inc. Reproduction Prohibited 22
Advice mallard: consider this…
© 2015 Forrester Research, Inc. Reproduction Prohibited 23
These Data Have Different Qualities
› Ideally, all data
would be ingested
in real time
Data Type Sources Availability Data Stability Refresh rate needs
Login
Paywalls, Secure
Logins, Apps
Scarce and Unique Stable Scheduled
Account Info
CRM, Loyalty
Programs
Scarce and Unique Stable Scheduled
Email
CRM, Purchase,
Loyalty Programs,
volunteered
Scarce Stable Scheduled
Address
CRM, Purchase,
Loyalty Programs,
volunteered
Scarce Stable and lasting Scheduled
Phone Number
CRM, Purchase,
Loyalty Programs,
volunteered
Scarce Stable and lasting Scheduled
Cookies Browsers, Site Scarce Unstable short lifespan Real Time
IP Addresses DSPs, Exchanges Common Unstable Real Time
Statistical IDS
DSPs, DMPs, Ad
Networks
Common Unstable Real Time
3rd party segments
Multiple Offline and
Online
Common Unstable and stale Real Time
Geo-location DSPs, Exchanges Common Unstable Real Time
› Not all data
changes regularly
› Strive for the
freshest data, as it
will improve your
ability to go from
devices to people
© 2015 Forrester Research, Inc. Reproduction Prohibited 24
What can we gain from connecting
the dots?
© 2015 Forrester Research, Inc. Reproduction Prohibited 25
Major Media and Marketing Implications
• The ability to alter their
experience based on
the environment
• The ability to know that
you’ve reached the same
person in different
environments
• The ability to target a
person rather than a
device
• The ability to adapt to an
actual person’s behavior
Optimization Targeting
PersonalizationMeasurement
© 2015 Forrester Research, Inc. Reproduction Prohibited 26
What should I do next?
5 Steps to Lay the
Foundation for
Your Customer
Identity Strategy
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
1. Establish a framework for collecting identifiers
WEB mWEB EMAIL
MOBILE
IOS APP
ANDROID
APP
CRM POS
CALL
CENTER
SMS SOCIAL TV
✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔HASHED EMAIL
3RD PARTY COOKIE
1ST PARTY COOKIE
IOS IDFA
ANDROID PLAY ID
HASHED FACEBOOK ID
HASHED TWITTER ID
HASHED GOOGLE PLUS ID
HASHED PHONE NUMBER
CUSTOMER NUMBER
SET-TOP BOX ID
✔ ✔ ✔
✔ ✔ ✔
✔ ✔
✔ ✔
✔ ✔ ✔ ✔ ✔ ✔
✔ ✔ ✔ ✔ ✔ ✔
✔ ✔ ✔ ✔ ✔ ✔
✔ ✔ ✔ ✔ ✔ ✔ ✔
✔ ✔ ✔ ✔ ✔ ✔
✔ ✔
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
2. Fill in the gaps to collect any identifiers you might be missing
Email CRM
Loyalty SocialPOS
Mobile
Promotions
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
• Email: Does your email group have emails that can be anonymized and tied to unique digital
profiles?
• CRM: Does your CRM group have offline identifiers that can be anonymized?
• Promotions Team: Maybe your promotions team has been collecting information that can be
tied to users?
• Social and Mobile teams: Do they have access to unique identifiers?
• POS: Can you use in-store receipts are a chance to leverage POS data?
• Loyalty: How can you pull in loyalty card information?
2. Fill in the gaps to collect any identifiers you might be missing.
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
3. Connect cross-channel identifiers into people-based profiles
Data simply ingested into one
system but still not connected isn’t
as valuable as data coalesced
over time
Ingest all of your first-party data
sources, but also connect that
data and center identities around
people, not cookies
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
4. Profiles should be accessible and actionable
In all cross-channel marketing endpoints
DSPs, DMPs, email systems, content personalization platforms, or data
warehouses
Accessible:
➜ Integrations that enable an efficient, seamless flow of data
Actionable:
➜ An “always-on” identity graph to deterministically matching cross-
channel identifiers to recognize and engage consumers in real time
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
5. Set yourself up for
organizational success
➜ Be flexible
➜ Use cross-channel champions to help
leverage use cases across silos
➜ Create universal audiences across all
marketing channels
Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any
unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved.
Challenge:
➜ Target lapsed customers from CRM database with
display ads when only identifier is email address
Solution:
➜ Signal matched CRM customers to online, addressable
devices and channels through site logins and email
opens
➜ Signal’s server-direct integration with MediaMath
enabled the seamless flow of matched profiles for
display ad targeting of the client’s CRM data
➜ Signal’s always-on onboarding capability enabled live
matching as customers authenticated, not just a one-
time batch upload
Results:
➜ 70% efficiency gain with 3-5% more conversions.
Case Study:
Online Retailer
© 2015 Forrester Research, Inc. Reproduction Prohibited 35
Todd Schoenherr
VP Product, Signal
tschoenerr@signal.co
www.signal.co
@Signal
Thanks!
Richard Joyce
Senior Analyst, Forrester Research
rjoyce@forrester.com

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Master Cross-Channel Customer Recognition

  • 1. Featuring Richard Joyce Master Cross-Channel Recognition
  • 2. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. Meet the speakers Richard Joyce Senior Analyst Todd Schoenherr VP Product
  • 3. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. Agenda ➜ The Emergence of People-Based Marketing ➜ Devices, Data, and People ➜ Connecting and Building Identities ➜ Connection Outcomes and Opportunities ➜ 5 Steps to Getting Started ➜ Case Studies
  • 4. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. Bridging the Cross-Device Chasm Forrester Report released in December by Richard Joyce Summary ➜ Outlines the different approaches for tackling the cross-device chasm and highlights how marketers can select the approach that best works for them. ➜ Complementary copy in your inbox after the webinar!
  • 5. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. 2015: The Emergence of People-Based Marketing
  • 6. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. To power people-based marketing you need: ➜ Cross-Channel Data Collection ➜ “Always-on” Identity Graph ➜ Audience Segmentation & Data Onboarding ➜ Data Feeds to Advertising & Analytics End Points
  • 7. © 2015 Forrester Research, Inc. Reproduction Prohibited 7 The elusive modern day customer
  • 8. © 2015 Forrester Research, Inc. Reproduction Prohibited 8 The Age of the Customer
  • 9. © 2015 Forrester Research, Inc. Reproduction Prohibited 9 Real people – truly multi-dimensional
  • 10. © 2015 Forrester Research, Inc. Reproduction Prohibited 10 Their attention is fragmented
  • 11. © 2015 Forrester Research, Inc. Reproduction Prohibited 11 Their experiences have become complex
  • 12. © 2015 Forrester Research, Inc. Reproduction Prohibited 12 Interactions provide more understanding
  • 13. © 2015 Forrester Research, Inc. Reproduction Prohibited 13 IDs take us from devices to people Session ID 1st party Cookies 3rd party Cookies Mobile MAC Address Person Email Social ID Account Details
  • 14. © 2015 Forrester Research, Inc. Reproduction Prohibited 14 Not recognizing has a negative effect
  • 15. © 2015 Forrester Research, Inc. Reproduction Prohibited 15 So how can we connect the dots?
  • 16. © 2015 Forrester Research, Inc. Reproduction Prohibited 16 Deterministic matching
  • 17. © 2015 Forrester Research, Inc. Reproduction Prohibited 17 Knowing vs. Guessing › Knowing is better than guessing › Limits to scale › Application must be personalized › MTA and Customer Journey
  • 18. © 2015 Forrester Research, Inc. Reproduction Prohibited 18 What Can We Use To Know? › Login Data › Account Info › Email › Address › Phone Number › Deterministic data must be authenticated to go from devices to people
  • 19. © 2015 Forrester Research, Inc. Reproduction Prohibited 19 Probabilistic matching
  • 20. © 2015 Forrester Research, Inc. Reproduction Prohibited 20 Guessing When We Don’t Know › Guessing is still valuable › Provides scale › Must align matching with business goals › Less valuable from a measurement standpoint
  • 21. © 2015 Forrester Research, Inc. Reproduction Prohibited 21 What Do We Use To Make Guesses? › Cookies › IP Addresses › Statistical IDs › 3rd party data › Probabilistic data adds value when combined with the right deterministic data › Geo-location
  • 22. © 2015 Forrester Research, Inc. Reproduction Prohibited 22 Advice mallard: consider this…
  • 23. © 2015 Forrester Research, Inc. Reproduction Prohibited 23 These Data Have Different Qualities › Ideally, all data would be ingested in real time Data Type Sources Availability Data Stability Refresh rate needs Login Paywalls, Secure Logins, Apps Scarce and Unique Stable Scheduled Account Info CRM, Loyalty Programs Scarce and Unique Stable Scheduled Email CRM, Purchase, Loyalty Programs, volunteered Scarce Stable Scheduled Address CRM, Purchase, Loyalty Programs, volunteered Scarce Stable and lasting Scheduled Phone Number CRM, Purchase, Loyalty Programs, volunteered Scarce Stable and lasting Scheduled Cookies Browsers, Site Scarce Unstable short lifespan Real Time IP Addresses DSPs, Exchanges Common Unstable Real Time Statistical IDS DSPs, DMPs, Ad Networks Common Unstable Real Time 3rd party segments Multiple Offline and Online Common Unstable and stale Real Time Geo-location DSPs, Exchanges Common Unstable Real Time › Not all data changes regularly › Strive for the freshest data, as it will improve your ability to go from devices to people
  • 24. © 2015 Forrester Research, Inc. Reproduction Prohibited 24 What can we gain from connecting the dots?
  • 25. © 2015 Forrester Research, Inc. Reproduction Prohibited 25 Major Media and Marketing Implications • The ability to alter their experience based on the environment • The ability to know that you’ve reached the same person in different environments • The ability to target a person rather than a device • The ability to adapt to an actual person’s behavior Optimization Targeting PersonalizationMeasurement
  • 26. © 2015 Forrester Research, Inc. Reproduction Prohibited 26 What should I do next?
  • 27. 5 Steps to Lay the Foundation for Your Customer Identity Strategy
  • 28. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. 1. Establish a framework for collecting identifiers WEB mWEB EMAIL MOBILE IOS APP ANDROID APP CRM POS CALL CENTER SMS SOCIAL TV ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔HASHED EMAIL 3RD PARTY COOKIE 1ST PARTY COOKIE IOS IDFA ANDROID PLAY ID HASHED FACEBOOK ID HASHED TWITTER ID HASHED GOOGLE PLUS ID HASHED PHONE NUMBER CUSTOMER NUMBER SET-TOP BOX ID ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔
  • 29. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. 2. Fill in the gaps to collect any identifiers you might be missing Email CRM Loyalty SocialPOS Mobile Promotions
  • 30. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. • Email: Does your email group have emails that can be anonymized and tied to unique digital profiles? • CRM: Does your CRM group have offline identifiers that can be anonymized? • Promotions Team: Maybe your promotions team has been collecting information that can be tied to users? • Social and Mobile teams: Do they have access to unique identifiers? • POS: Can you use in-store receipts are a chance to leverage POS data? • Loyalty: How can you pull in loyalty card information? 2. Fill in the gaps to collect any identifiers you might be missing.
  • 31. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. 3. Connect cross-channel identifiers into people-based profiles Data simply ingested into one system but still not connected isn’t as valuable as data coalesced over time Ingest all of your first-party data sources, but also connect that data and center identities around people, not cookies
  • 32. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. 4. Profiles should be accessible and actionable In all cross-channel marketing endpoints DSPs, DMPs, email systems, content personalization platforms, or data warehouses Accessible: ➜ Integrations that enable an efficient, seamless flow of data Actionable: ➜ An “always-on” identity graph to deterministically matching cross- channel identifiers to recognize and engage consumers in real time
  • 33. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. 5. Set yourself up for organizational success ➜ Be flexible ➜ Use cross-channel champions to help leverage use cases across silos ➜ Create universal audiences across all marketing channels
  • 34. Confidential property of Signal Digital, Inc. Not to be disclosed, reproduced, distributed or used for any unauthorized purpose without Signal's prior written authorization. © 2015 Signal Digital, Inc. All Rights Reserved. Challenge: ➜ Target lapsed customers from CRM database with display ads when only identifier is email address Solution: ➜ Signal matched CRM customers to online, addressable devices and channels through site logins and email opens ➜ Signal’s server-direct integration with MediaMath enabled the seamless flow of matched profiles for display ad targeting of the client’s CRM data ➜ Signal’s always-on onboarding capability enabled live matching as customers authenticated, not just a one- time batch upload Results: ➜ 70% efficiency gain with 3-5% more conversions. Case Study: Online Retailer
  • 35. © 2015 Forrester Research, Inc. Reproduction Prohibited 35
  • 36. Todd Schoenherr VP Product, Signal tschoenerr@signal.co www.signal.co @Signal Thanks! Richard Joyce Senior Analyst, Forrester Research rjoyce@forrester.com

Editor's Notes

  1. Cross-channel data collection and identity resolution to create people vs. cookie-based profiles Deterministic identification powered by a first-party, “always on” identity graph vs. a 3rd party vendor graph Audience segmentation and data onboarding capabilities for matching to a trusted high quality identity pool that powers targeting and media activation Data feeds to advertising end points, and to analytics partners for media optimization, response attribution and closed-loop analytics
  2. Shared devices - Personal devices - Shared experiences = All of which allow customers to be influenced and influence others Customers today are in control of why, what, and who they pay attention to, as well as when and where – more power than they have ever had before.
  3. Mobile has become ubiquitous – the dominant screen 5.5% growth rate Mobile data allows us to do more for the marketer: Why - The data that is being collected is richer than desktop Whats happening - Cross device in the past has been about connecting desktop users to mobile – that’s shifted to connecting mobile users to desktop What does that do - Mobile data is helping close the loop between offline and online – an example, verifying that OOH is in the right location by analyzing location based data across content consumption and interest data
  4. Total US – 3.3 devices Even among the older generations we see at least 2
  5. From a reach and awareness perspective – customers are influenced by an assortment of messages from a variety of sources The second that interest is shown on the part of the customer, a new layer of engagement attempts to mold the customer experience And advertisers cultivate that relationship to drive home the behavior they want
  6. Each interaction and engagement that a customer shares with you provides you with a more complete picture of your customer Through desktop – loves football Through apps – is into men’s fashion, subscribes to GQ, and likes Gisele Bundchen Through credit card data – we know that this person is high income Through mobile location data – we know that this person visited Rag and Bone recently
  7. There are a bunch of identifiers out there that help us go from knowing devices to knowing people They fall on 2 spectrums – multichannel/multi session – like 3rd party cookies or statistical IDs – and individual association – like social handles or account login information Combining multichannel identifies with individual identifiers helps to recognize customers not just devices
  8. Consistency and relevancy are essential for maintaining their respect and attention And when advertisers fail – customers feel like they’ve been left hanging
  9. Well, there are 4 major media and marketing implications: Targeting – today, advertisers can only target a user through one, maybe 2 channels. Which impacts how relevant and consistent messaging can be. But managing customer identity more effectively should also allow us to find more customers like them. Personalization – without the ability to recognize when a customer is engaging with you on a smart phone, versus a desktop, creating a personalized experience for that user will be difficult. So if your goal is personalization, customer recognition is paramount. Measurement – again customer recognition is the key to more effective measurement. If you can’t determine whether or not you’ve reached the same customer across multiple touchpoints, you won’t be able to accurately tell what’s working and what isn’t. Lastly, optimization – which goes hand in hand with measurement. So if we want to make targeting, personalization, measurement, and optimization better – we have to start at customer identification and recognition. And now Todd will talk to you a little bit about how you might be able to start this process.
  10. If you don’t know what you don’t know, ask yourself these questions to be aware of what you might be missing: Email: Does your email group have emails that can be anonymized and tied to unique digital profiles? CRM: Does your CRM group have offline identifiers like customer or loyalty number that can be anonymized? Promotions Team: Maybe your promotions team has been collecting information at events that can be tied to users? Social and mobile teams: Do they have access to unique identifiers like social IDs? Provide compelling reasons for your customers to provide identifiers!
  11. If you don’t know what you don’t know, ask yourself these questions to be aware of what you might be missing: Six Questions to Help You Get Started Email: Does your email group have emails that can be anonymized and tied to unique digital profiles? CRM: Does your CRM group have offline identifiers that can be anonymized? Promotions Team: Maybe your promotions team has been collecting information that can be tied to users? Social and mobile teams: Do they have access to unique identifiers? Offline data: What might be collecting offline? i.e. POS? Loyalty Provide compelling reasons for your customers to provide you identifiers!
  12. 1. Be flexible. Roles will change. Technology is useless without organizational alignment and setup to maximize it. 2. Cross-channel champions to help leverage use cases across silos. The only way to effectively make this data actionable is by having a fluid budget that can be invested according to your customer’s behavior. Without a fluid budget, you risk missing out on opportunities to scale success. 3. If you truly want to take advantage of targeting, personalization, and measurement, your audiences must be universal across all marketing channels.
  13. ASOS