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Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

Date post: 22-May-2015
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We now have enough data to move beyond linear lead scoring and account targeting based on tribal knowledge. In this deck, I share some of what we have found on the journey to data driven B2B marketing.
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CAN WE USE BIG DATA TO CLONE GEORGE CLOONEY IN OCEANS 11? Abner Germanow @AbnerG Wrongless.tumblr.com Director, WW Marketing Juniper Networks
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Page 1: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

CAN WE USE BIG DATA TO CLONE GEORGE CLOONEY IN OCEANS 11?

Abner Germanow

@AbnerG

Wrongless.tumblr.com

Director, WW Marketing

Juniper Networks

Page 2: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

JUNIPER AT A GLANCE

2012 Revenue: $4.5 Billion

124 Offices In 45 Countries: 16 24x7 Support Centers: 5 R&D Centers

9000 Employees

#3 In Edge Routing, Ethernet Switching

#2 In CoreRouting, SP Routing, Network Security

#1 In High-end Firewall & Mobile VPN

20,000+ Customers, Including 96 Of Fortune 100

Powering 6 Of The World’s 7 Largest Stock Exchanges

Juniper Is Deployed In More Than 380 Federal Government Agencies

1997: Service Provider Core

2004: Secure Enterprise Edge

2008-13: Switch, WLAN, Mobile Security

Page 3: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?
Page 4: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

TRIBAL KNOWLEDGE

Page 5: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

THE CHALLENGE

First P

urch

ase

Secon

dThir

d

Fourth

0

2

4

Page 6: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

A TALE OF TWO REPS

1,200 Accounts

Knows some people

Knows some organizations

1 Account

Knows all the key people

Knows the organization

Page 7: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

GEORGE KNOWS:HUMAN BEHAVIORS

Product or training certificationsSocial media activity & engagement Competitor product or training certificationsWork history Event attendance and interactionRole and responsibilitiesBrowsing historyContent consumption / engagementTitle / job responsibilityIncentives / bonus structure

Page 8: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

GEORGE KNOWS:ORGANIZATIONAL BEHAVIORS & ATTRIBUTES

Prior purchase historyDeployed technologies Industry Financial healthEmployee population changesReal estate moves, adds, and changesSocial media buzz Credit scoresTechnical support eventsGeographic footprintExecutive changesMerger & Acquisition activityPrivate equity investmentInformation intensity of businessTechnology investment personaCustomer segmentation attributesCompetitor Investments

Page 9: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

A TALE OF TWO LEADS

Lead 1 Lead 2

Attended a Data Center Webinar Attended a Data Center Webinar

Clicked through to white paper Clicked through to white paper

Financial Services

$200k security installed base

Real Estate Move

Page 10: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

ANALYTICS BY ENGAGEMENT STAGE

MQL

SAL

SQO

Responder Inquiries

WON

Marketin

gS

ales

Install Base Cross-Upsell

Data Source: Eloqua ActivityCurrent Data Visibility: XXXXCurrent Data Quality: XXXXXAnalytics Needed: XXXXXPredictive Opportunity: Optimize lead scoring

Data Source: SFDC Deal FlowCurrent Data Visibility: XXXXXCurrent Data Quality: XXXXX Analytics Needed: XXXXXPredictive Opportunity: Optimize current Q close

Build one of these for each stage

Are these the right attributes to

assess?

Data Source: salesPrismCurrent Data Visibility: XXXXCurrent Data Quality: XXXXXAnalytics Needed: XXXXXPredictive Opportunity: Optimize sales sourced opps

Page 11: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

HOW I SPEND MY TIME

Navigating Legacy Data, Systems, and PeopleTraining / CulturePlay DesignCustomers

Page 12: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

3 CULTURAL BARRIERS

Page 13: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

HOW DOES SALES SELL?

VS.

Page 14: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

HIPPO VS. OBSERVED BEHAVIOR

First P

urch

ase

Secon

dThir

d

Fourth

0

2

4

Page 15: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

MODEL VS MODEL

VS.

Culture eats models for breakfast.

The capacity and tools to consume a model beat model quality by 100x

Page 16: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

RESULTS

Page 17: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

It gives us the information we need so we don’t look dumb.

- Inside rep

Page 18: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

RESEARCH IN SALESPRISM IS CORRELATED TO LARGER OPPORTUNITIES

Not engaged Engaged

$83

$152

Not engaged Engaged

$129

$172

Research use caseAll accountsPipeline, $ Thousands

Targeting use caseAccounts with playsPipeline, $ Thousands

+82%

+34%

Engaged: rep views account details page and/or logs activity against the account in PRISM.

When reps engaged accounts with recommendations, they created larger opportunities.

When reps researched an account in salesPrism, they created larger opportunities.

Page 19: Data Driven Marketing: Can We Clone George Clooney in Oceans 11?

@AbnerG

WrongLess.tumblr.com


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