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© Neustar, Inc. // Proprietary and Confidential
Scott Hirsch
Head of Content
Neustar, inc.
Bridging the Gap Between Sales &
Marketing with Predictive Analytics
About Me
© Neustar, Inc. // Proprietary and Confidential
Title: Head of Content,
Digital Marketing at Neustar
Previous: VP Product Marketing,
Get Satisfaction
Prior to that, product innovation with BT,
Google, NYTimes, Nokia, Telefonica …
Focus: Go-to-market and content strategy
with a focus on brand awareness, point of
view marketing, and demand creation.
Scott.Hirsch@Neustar.biz
Staring over the demand gen cliff
MQL	
  
WON*	
  
0.28%	
  
*2014 Sirius Decisions waterfall
benchmark funnel research
35%	
  	
  
rejected	
  
59%	
  	
  
untouched	
  
94%	
  of	
  MQL’s	
  are	
  
either	
  rejected	
  or	
  
untouched	
  
© Neustar, Inc. // Proprietary and Confidential
Our job is to make sales easier
1. Which company/buyer profiles deliver results
2. Which ones don’t
3. How to score leads for “quality”
To do so, we needed to understand:
© Neustar, Inc. // Proprietary and Confidential
1. Fundamentally, it’s a data problem:
The Challenge – Knowing Our Customer
Normalized lead dataData that prospects give us
Company profile dataObserved digital behavior
Deep correlation analysis of why we winSimple conversion analysis
2. With the right data, we can make the right
decisions
© Neustar, Inc. // Proprietary and Confidential
© Neustar, Inc. // Proprietary and Confidential
Step 1: Model Past Performance
Gain insight from past performance –
3 Segments / 3 DNAs / 3 Unique Models
Step 1: Example
© Neustar, Inc. // Proprietary and Confidential
Prospects who use AWS are 5x more likely to
buy our SiteProtect and UltraDNS products
Step 2: New Lead Scoring
© Neustar, Inc. // Proprietary and Confidential
Predictive
Scoring
Internal Lead
Scoring
More precise lead scoring and flows based on a
new universe of data
Step 2: Scoring that Drives Lead Quality
Before Mintigo, we looked at self-
reported demographic, known
firmographic, and observed digital
behavior.
Scores based on past conversion data.
© Neustar, Inc. // Proprietary and Confidential
Highly
engaged on
website
Small Biz –
may not
ready to buy
Does not
meet
technical
requirement
Look-a-like
customer
Meets
technical
requirement
Uses
competitor
After Mintigo, we looked verified
firmographics enriched with details
including company growth and
technologies used
Scores based on historical closed
won opportunity data.
With predictive scoringBefore predictive scoring
Step 3: Provide Sales with Insights
Value to sales teams:
–  Less time researching company
details
–  New data available, such as
competitive products used
–  Ability to prioritize leads queue
based on new data
–  Insight that can inform cross-sell
and up-sell opportunities
© Neustar, Inc. // Proprietary and Confidential
Security Services
Marketing
Services
Not Visible to Sales
Indicators are populated in salesforce to give a
new level of insight into leads/opportunities
The Results: Better Funnel Metrics
‣  Successful launch of predictive scoring in Q4 ‘14 improved funnel metrics:
-49% decrease in MQL +5% increase in SAL +61% increase in SQL
© Neustar, Inc. // Proprietary and Confidential
53%
44%
40%
26%
27%
12%
17% 15%
29%
19%
42%
24%
29%
33%
44%
0%
10%
20%
30%
40%
50%
60%
Q1 ' 14 Q2 '14 Q3 '14 Q4 '14 Q1 ' 15
Waterfall Metrics Trends Q1 2014 – Q1 2015
Marketing Qualified Sales Accepted Sales Qualified
SUMMARY
Questions?
•  Who are my ideal prospects ?
Discover your CustomerDNATM
•  How should I communicate with them ?
Create micro-segmentations
•  Where do I put my resources & focus ?
Leverage advanced scoring models
© Neustar, Inc. // Proprietary and Confidential

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#SDSummit 2015: Neustar Bridging The Gap with Predictive Analytics [Mintigo Case Study]

  • 1. © Neustar, Inc. // Proprietary and Confidential Scott Hirsch Head of Content Neustar, inc. Bridging the Gap Between Sales & Marketing with Predictive Analytics
  • 2. About Me © Neustar, Inc. // Proprietary and Confidential Title: Head of Content, Digital Marketing at Neustar Previous: VP Product Marketing, Get Satisfaction Prior to that, product innovation with BT, Google, NYTimes, Nokia, Telefonica … Focus: Go-to-market and content strategy with a focus on brand awareness, point of view marketing, and demand creation. Scott.Hirsch@Neustar.biz
  • 3. Staring over the demand gen cliff MQL   WON*   0.28%   *2014 Sirius Decisions waterfall benchmark funnel research 35%     rejected   59%     untouched   94%  of  MQL’s  are   either  rejected  or   untouched   © Neustar, Inc. // Proprietary and Confidential
  • 4. Our job is to make sales easier 1. Which company/buyer profiles deliver results 2. Which ones don’t 3. How to score leads for “quality” To do so, we needed to understand: © Neustar, Inc. // Proprietary and Confidential
  • 5. 1. Fundamentally, it’s a data problem: The Challenge – Knowing Our Customer Normalized lead dataData that prospects give us Company profile dataObserved digital behavior Deep correlation analysis of why we winSimple conversion analysis 2. With the right data, we can make the right decisions © Neustar, Inc. // Proprietary and Confidential
  • 6. © Neustar, Inc. // Proprietary and Confidential Step 1: Model Past Performance Gain insight from past performance – 3 Segments / 3 DNAs / 3 Unique Models
  • 7. Step 1: Example © Neustar, Inc. // Proprietary and Confidential Prospects who use AWS are 5x more likely to buy our SiteProtect and UltraDNS products
  • 8. Step 2: New Lead Scoring © Neustar, Inc. // Proprietary and Confidential Predictive Scoring Internal Lead Scoring More precise lead scoring and flows based on a new universe of data
  • 9. Step 2: Scoring that Drives Lead Quality Before Mintigo, we looked at self- reported demographic, known firmographic, and observed digital behavior. Scores based on past conversion data. © Neustar, Inc. // Proprietary and Confidential Highly engaged on website Small Biz – may not ready to buy Does not meet technical requirement Look-a-like customer Meets technical requirement Uses competitor After Mintigo, we looked verified firmographics enriched with details including company growth and technologies used Scores based on historical closed won opportunity data. With predictive scoringBefore predictive scoring
  • 10. Step 3: Provide Sales with Insights Value to sales teams: –  Less time researching company details –  New data available, such as competitive products used –  Ability to prioritize leads queue based on new data –  Insight that can inform cross-sell and up-sell opportunities © Neustar, Inc. // Proprietary and Confidential Security Services Marketing Services Not Visible to Sales Indicators are populated in salesforce to give a new level of insight into leads/opportunities
  • 11. The Results: Better Funnel Metrics ‣  Successful launch of predictive scoring in Q4 ‘14 improved funnel metrics: -49% decrease in MQL +5% increase in SAL +61% increase in SQL © Neustar, Inc. // Proprietary and Confidential 53% 44% 40% 26% 27% 12% 17% 15% 29% 19% 42% 24% 29% 33% 44% 0% 10% 20% 30% 40% 50% 60% Q1 ' 14 Q2 '14 Q3 '14 Q4 '14 Q1 ' 15 Waterfall Metrics Trends Q1 2014 – Q1 2015 Marketing Qualified Sales Accepted Sales Qualified
  • 12. SUMMARY Questions? •  Who are my ideal prospects ? Discover your CustomerDNATM •  How should I communicate with them ? Create micro-segmentations •  Where do I put my resources & focus ? Leverage advanced scoring models © Neustar, Inc. // Proprietary and Confidential