adding predictive marketing to your mix in 2015

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Session sponsored by #SPS2014 Adding Predictive Marketing To Your Mix In 2015

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Demand Gen Report's Strategy & Planning Series session sponsored by Lattice Engines #SPS2014

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Page 1: Adding Predictive Marketing To Your Mix In 2015

Session sponsored by!

#SPS2014  

Adding Predictive !Marketing To Your !

Mix In 2015!

Page 2: Adding Predictive Marketing To Your Mix In 2015

#SPS2014  

Questions / ON24 Logistics !

•  Download  this  white  paper.  •  View  our  podcast.  •  Take  our  assessment  •  …  

Page 3: Adding Predictive Marketing To Your Mix In 2015

#SPS2014  

Follow  this  webinar  on  TwiBer  

#SPS2014    Demand  Gen  Report:   @DG_Report  

LaGce  Engines:   @La.ce_Engines  

Kerry  Cunningham:   @KerrySirius  

Elle  Woulfe:   @ellehwoulfe  

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#SPS2014  

About Demand Gen Report!

@DG_Report http://linkd.in/DG_Specialists

•  Launched  in  2007  to  track  best  pracPces  in  lead  generaPon  

•  NewsleBer  has  grown  to  more  than  28,000  readers  

•  We  also  offer  a  menu  of  research  and  best  pracPces  reports    

•  New  audio/video  podcasts  at  DemandGenReport.com  

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#SPS2014  

Panelists!MODERATOR:  

Kerry  Cunningham,  Research  Director,  SiriusDecisions  

Andrew  Gaffney,    Editor,  Demand  Gen  Report    

Elle  Woulfe,  Director  of  Demand  GeneraPon,  

La.ce  Engines  

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Kerry Cunningham Research Director, Demand Creation Strategies 11/20/2014

Concepts and Considerations

Why Predictive for 2015

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Agenda •  Conversion Rates – We Can Do Better

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Agenda •  Conversion Rates – We Can Do Better •  The 67% Myth And Why It Matters

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Agenda •  Conversion Rates – We Can Do Better •  The 67% Myth And Why It Matters •  What The Buyer’s Journey Really Looks Like

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Agenda •  Conversion Rates – We Can Do Better •  The 67% Myth And Why It Matters •  What The Buyer’s Journey Really Looks Like •  The Mysterious Inhabitants Of Your MAP

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© 2014 SiriusDecisions. All Rights Reserved

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Agenda •  Conversion Rates – We Can Do Better •  The 67% Myth And Why It Matters •  What The Buyer’s Journey Really Looks Like •  The Mysterious Inhabitants Of Your MAP •  Adoption And Usage So Far

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Agenda •  Conversion Rates – We Can Do Better •  The 67% Myth And Why It Matters •  What The Buyer’s Journey Really Looks Like •  The Mysterious Inhabitants Of Your MAP •  Adoption And Usage So Far •  4 Keys To Predictive Success

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Conversion Rates We can do better

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To better understand why prediction is called for…

Why Predictive Is Needed

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Why Predictive Is Needed

Definition of Terms AQL A lead qualified through

progressive profiling and lead scoring in marketing automation

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Why Predictive Is Needed

Definition of Terms AQL A lead qualified through

progressive profiling and lead scoring in marketing automation

TQL A lead that is qualified by teleprospecting and deliverable to sales

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Why Predictive Is Needed

Definition of Terms AQL A lead qualified through

progressive profiling and lead scoring in marketing automation

TQL A lead that is qualified by teleprospecting and deliverable to sales

SQL A lead that sales has vetted and is putting into pipeline

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Why Predictive Is Needed

Conversion % AQL > TQL 10%-30%

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Conversion % AQL > TQL 10%-30%

TQL > SQL 10%-30%

Why Predictive Is Needed

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Conversion from AQL to SQL = 1%-10%

Why Predictive Is Needed

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Today, most of that qualification involves teleprospecting and

sales calls

Why Predictive Is Needed

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The Future of B-to-B Lead Development

Find clues that exist out in the world, which reliably point to

qualifying criteria & buying signals you would ask the decision-maker about if you could get him/ her on

the phone?

The Role of Data Science

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

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The Lead Qualification 4-Box

Expensive/ Deep Cheap/ Deep

Expensive/ Shallow

Cheap/ Shallow

Shal

low

Dee

p

Slow/ $$$ Fast/ $

Deg

ree

of Q

ualifi

cati

on

The promise of predictive technology is to perform deep qualification of accounts and opportunities through data science and automation.

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

24

The Lead Qualification 4-Box

Expensive/ Deep Cheap/ Deep

Expensive/ Shallow

Cheap/ Shallow

Shal

low

Dee

p

Slow/ $$$ Fast/ $

Deg

ree

of Q

ualifi

cati

on

The promise of predictive technology is to perform deep qualification of accounts and opportunities through data science and automation.

Buying Lists

With Marketing Automation

With Predictive Modeling

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

25

The Lead Qualification 4-Box

Expensive/ Deep Cheap/ Deep

Expensive/ Shallow

Cheap/ Shallow

Shal

low

Dee

p

Slow/ $$$ Fast/ $

Deg

ree

of Q

ualifi

cati

on

The promise of predictive technology is to perform deep qualification of accounts and opportunities through data science and automation.

1.  List purchase and selection unsophisticated

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

26

The Lead Qualification 4-Box

Expensive/ Deep Cheap/ Deep

Expensive/ Shallow

Cheap/ Shallow

Shal

low

Dee

p

Slow/ $$$ Fast/ $

Deg

ree

of Q

ualifi

cati

on

The promise of predictive technology is to perform deep qualification of accounts and opportunities through data science and automation.

1.  List purchase and selection unsophisticated

List Buys

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

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The Lead Qualification 4-Box

Expensive/ Deep Cheap/ Deep

Expensive/ Shallow

Cheap/ Shallow

Shal

low

Dee

p

Slow/ $$$ Fast/ $

Deg

ree

of Q

ualifi

cati

on

The promise of predictive technology is to perform deep qualification of accounts and opportunities through data science and automation.

1.  List purchase and selection unsophisticated

2.  Technology does yet more qualification

With MAP

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

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The Lead Qualification 4-Box

Expensive/ Deep

Cheap/ Deep

Expensive/ Shallow

Cheap/ Shallow

Shal

low

Dee

p

Slow/ $$$ Fast/ $

Deg

ree

of Q

ualifi

cati

on

The promise of predictive technology is to perform deep qualification of accounts and opportunities through data science and automation.

1.  List purchase and selection unsophisticated

3.  And sales becomes more efficient

2.  Technology does yet more qualification

With Predictive

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The 67% Myth (and why it matters)

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The 67% Myth (and why it matters)

67% …of the buyer’s journey ___________

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The 67% Myth (and why it matters)

67% is over before prospects talk to sales

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The 67% Myth (and why it matters)

67% is over before prospects talk to sales X  

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The 67% Myth (and why it matters)

67% occurs through interactions with your digital assets

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The 67% Myth (and why it matters)

67% occurs through interactions with your digital assets X  

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The 67% Myth (and why it matters)

67% of the buyer’s journey happens online…

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The 67% Myth (and why it matters)

67% of the buyer’s journey happens online… √  

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The 67% Myth (and why it matters)

67% of the buyer’s journey happens online… and includes activity before and after prospects talk to sales √  

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of the buyer’s journey happens online… and includes activity before and after prospects talk to sales and involves your assets, your competitors assets, influencers, communities, social media… √  

The 67% Myth (and why it matters)

67%

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What the Buyer’s Journey Really Looks Like And what it doesn’t look like

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The Buyer’s Journey - Fantasy

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Fantasy Lead Scoring

“Oh,  hey!  I  am  feeling  fully  nurtured.”  

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Fantasy Lead Scoring

“I’ve  established  a  budget  and  Pmeline,  and  I’m  and  ready  to  talk  now…”  

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The Buyer’s Journey - Reality

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?

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The Buyer’s Journey – A Long, Winding and Often Hidden Road

“Oh, hey. Long time no see…”

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The Buyer’s Journey – A Long, Winding and Often Hidden Road

“Thanks again for all that great information. Super helpful…”

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The Buyer’s Journey – A Long, Winding and Often Hidden Road

“… So… yeah. Now’s not a good time… I just bought from your competitor.”

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The Buyer’s Journey – A Long, Winding and Often Hidden Road

“But…. But… that’s not possible.”

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The Buyer’s Journey – A Long, Winding and Often Hidden Road

“You’re only in stage 3 of the buyer’s journey…”

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The Buyer’s Journey – A Long, Winding and Often Hidden Road

“We just degraded your score for inactivity.”

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The Buyer’s Journey – A Long, Winding and Often Hidden Road

“I mean… have you SEEN your engagement score!!!”

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4 Truths About The Buyer’s Journey

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

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The Reality of Buyers’ Journeys To really understand buyer’s journeys, marketers need to see more

than what interaction with their own assets will tell them.

Sometimes you see them and

sometimes you don’t

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

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The Reality of Buyers’ Journeys To really understand buyer’s journeys, marketers need to see more

than what interaction with their own assets will tell them.

They continue even when prospects stop interacting with you.

hBp://explodingdog.com/Ptle/thanksfornotanswering.html  

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SiriusPerspective:  

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The Reality of Buyers’ Journeys To really understand buyer’s journeys, marketers need to see more

than what interaction with their own assets will tell them.

Inactivity with respect to your assets may mean many things, and lack of interest is only one of those things

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

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The Reality of Buyers’ Journeys To really understand buyer’s journeys, marketers need to see more

than what interaction with their own assets will tell them.

It is critical to understand where buyer’s are and to meet them where they are with relevant content

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Summarizing Fo Far

1.  Buyer’s journeys are rarely linear 2.  Often happen out of our line of sight 3.  And require that we track prospect progress

outside of our digital walls

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The Mysterious Inhabitants of Your MAP

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Mssr. Sans Title

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Mssr. V.P. Operations

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Mssr. Romano Nameless

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Mr. Johnny Depp

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Not Johnny Depp

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They may be ‘garbage,’ but they may be buyers (for your competitor). You’ll never know.

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© 2014 SiriusDecisions. All Rights Reserved

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? ?

?

?

Yet another hidden cost of masked prospects…

?

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? Contact 1 @ buyerco

?

?

?

Yet another hidden cost of masked prospects…

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Contact 4 @ buyerco Contact 1 @ buyerco

Contact 2 @ buyerco

Contact 3 @ buyerco

Contact 5 @ buyerco

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Adoption and Usage So Far

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

81

MAP-based Lead Scoring Is Far From Universally Adopted Even among users of marketing automation, just over two-thirds of

organizations are scoring leads.

16% Don’t score leads

68% Score leads

16% plan to score in 6 months

16% Don’t score

leads

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SiriusPerspective:  

© 2014 SiriusDecisions. All Rights Reserved

82

Most organizations that have implemented lead scoring do not have a viable model, and are therefore unable to realize full value of scoring.

MAP-based Lead Scoring Isn’t Impressing Sales

60%

40% 68%

Score leads

16% plan to score in 6 months

16% Don’t score

leads

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© 2014 SiriusDecisions. All Rights Reserved

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Perceived Benefits of PLS

Of users agree that predictive lead scoring provides more value than traditional (MAP and point-based attribute and activity) lead scoring approaches

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© 2014 SiriusDecisions. All Rights Reserved

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Perceived Benefits of PLS

Of respondents said they would buy predictive lead scoring again. 98%

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Perceived Benefits of PLS

Agree that they are receiving value from their predictive lead scoring platform.

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The Growth of Predictive Lead Scoring

The number of organizations adopting predictive is

growing rapidly

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The Adoption of Predictive Lead Scoring

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Is Failure a Prerequisite?

Rules—based lead scoring failure is not a pre-requisite for predictive lead scoring success.

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4 Keys to Predictive Success

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4 Keys To Predictive Success

Involve sales

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4 Keys To Predictive Success

Establish SLAs first

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4 Keys To Predictive Success

Set reasonable expectations

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4 Keys To Predictive Success

Establish mechanisms for capturing and using feedback

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Key Take-aways

•  Conversion  rates  aber  automaPon  qualificaPon  are  sPll  very  low  

•  The  buyer’s  journey  conPnues  online  and  through  a  variety  of  channels  and  media,  even  aber  buyers  meet  sales  

•  There  may  be  a  lot  of  value  in  the  garbage  contacts  in  your  MAP  that  MAP  can’t  help  you  idenPfy  

•  PredicPve  lead  scoring  adopPon  is  climbing  rapidly  •  Having  SLAs  and  enrolling  sales  in  the  development,  

roll-­‐out  and  fine-­‐tuning  of  PLS  is  criPcal  for  success.    

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Elle Woulfe Director of Demand Gen

Elle Woulfe Director of Demand Gen

Lattice Engines

#MKTGnerd    

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Life Without Lead Scoring…

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BEHAVIOR

PRO

FILE

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BEHAVIOR

PRO

FILE

PASS TO SALES

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Know  Everything  That’s  Discoverable  

Growth  Profile  Employee,  locaPon,  facility,  and  contract  growth  

Social  Presence  

OperaPng  Diversity  Divisions,  disparity  of  locaPons  &  personnel  

Cloud  Maturity  CRM,  MA,  and  provisioned  infrastructure  

Company  Profile  Size,  credit  raPng,  news  

Technology  Profile  Installed  technologies  and  maturity  ExecuPve  Change  Presence  of  new  personnel  

AdverPsing  &  External  Investment  Spend,  trend,  Pming,  events  

1,000s  of  Other  ABributes  

Web  Page  Visits  

Video  Views  and  Engagement  

Title  of  Contact  

Form  ConversaPons  

Downloads  

Webinars  ABended  

Campaign  Response  Rates  

Email  Opens  

Internal  Data  Sources  

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80%  

20%  

The  PredicPve  Opportunity  

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The  PredicPve  Opportunity…  

Data Science

&

Predictive Analytics

ACQUIRE

CONVERT

ACCELERATE

GROW

RETAIN

INCREASE TOTAL

FUNNEL YEILD

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

Predictability Across the Customer Lifecycle

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

BEST LEAD

Expand the Funnel: Identify Your Next Best

Lead Segment

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

BEST LEAD

Expand the Funnel: Identify Your Next Best

Lead Segment

27% More Leads Passed to Sales

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

CONVERSION

Expand the Funnel: Identify Your Next Best

Lead Segment

Curse of Abundance: Apply Ruthless

Prioritization

27% More Leads Passed to Sales

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

CONVERSION

Expand the Funnel: Identify Your Next Best

Lead Segment

Curse of Abundance: Apply Ruthless

Prioritization

27% More Leads Passed to Sales

Increased Opportunity to Win Conversion: 37%

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

TARGET ACCOUNT

MQL Expansion: Identify Your Next Best

Lead Segment

Curse of Abundance: Apply Ruthless

Prioritization

Account Based Targeting:

Prioritize Tactics & Accelerate Conversion

27% More Leads Passed to Sales

Increased Opportunity to Win Conversion: 37%

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

TARGET ACCOUNT

MQL Expansion: Identify Your Next Best

Lead Segment

Curse of Abundance: Apply Ruthless

Prioritization

Account Based Targeting:

Prioritize Tactics & Accelerate Conversion

Increased ASP +26% Win Rate 75%

27% More Leads Passed to Sales

Increased Opportunity to Win Conversion: 37%

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

CUSTOMER

MQL Expansion: Identify Your Next Best

Lead Segment

Curse of Abundance: Apply Ruthless

Prioritization

Account Based Targeting:

Prioritize Tactics & Accelerate Conversion

Cross-Sell/Up-Sell: Target the Right Customer

with the Right Product

27% More Leads Passed to Sales

Increased Opportunity to Win Conversion: 37%

Increased ASP +26% Win Rate 75%

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

CUSTOMER

MQL Expansion: Identify Your Next Best

Lead Segment

Curse of Abundance: Apply Ruthless

Prioritization

Account Based Targeting:

Prioritize Tactics & Accelerate Conversion

Cross-Sell/Up-Sell: Target the Right Customer

with the Right Product

27% More Leads Passed to Sales

Increased Opportunity to Win Conversion: 37%

Increased ASP +26% Win Rate 75% 2-3X Increase in Pipeline,

Deal Size & Conversion

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Prioritize

Cultivate

Expand

Retain

Feed

Predict Your Next…

RENEWAL

MQL Expansion: Identify Your Next Best

Lead Segment

Curse of Abundance: Apply Ruthless

Prioritization

Account Based Targeting:

Prioritize Tactics & Accelerate Conversion

Cross-Sell/Up-Sell: Target the Right Customer

with the Right Product

Churn Mitigation:

Manage Renewals

27% More Leads Passed to Sales

Increased ASP +26% Win Rate 75% 2-3X Increase in Pipeline,

Deal Size & Conversion

Increased Opportunity to Win Conversion: 37%

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Q&A // Panelists!MODERATOR:  

Kerry  Cunningham,  Research  Director,  SiriusDecisions  

Andrew  Gaffney,    Editor,  Demand  Gen  Report    

Elle  Woulfe,  Director  of  Demand  GeneraPon,  

La.ce  Engines  

Page 119: Adding Predictive Marketing To Your Mix In 2015

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