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Increase Marketing Effectiveness and
ROI with Big Data
#B2BSummit
April 29-30, 2015 | AT&T Park, San Francisco, CA
CALEB WHITMORE
FOUNDER & CHAIRMAN, ANALYTICS PROS
@CalebWhitmore of @AnalyticsPros
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
2
Truth In Data
“Data Is Never Going To Be
Perfect, But It Might Be
True”
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
3
The Purpose of Data
Know Your Customer
Understand Them Better
Serve Them Better
Grow Your Business
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
4
For use with full-screen images or diagrams that look good on blue
DAWN OF
CIVILIZATION
TO 2003
EVERY
TWO
DAYS
“EVERY TWO DAYS NOW WE CREATE AS MUCH INFORMATION AS WE
DID FROM THE DAWN OF CIVILIZATION UP UNTIL 2003”
Eric Schmidt, Google - 2010
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
5
For use with full-screen images or diagrams that look good on blue
2012 = 2.7zb 2014 = 3.5zb
Gen. Keith Alexander, former Director, NSA
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
6
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
7
Big Data, Anyone?
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
8
Some Rules of Engagement
 Big Data is NOT the perfect answer
 Knowing “why” is much harder that knowing “what”
 The “herd” matters more than the individual
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
9
Marketing Nirvana
Direct Selling In-Store
TVOutdoor
Sponsor Direct Mail
PrintTrade Show
Radio
Traditional
Channels
Email
Display
Social
Mobile
Apps
Direct
Search
Non-Branded
Search
Branded
Digital Channels
DATA
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
10
I BELIEVE MARKETING NEEDS
A NEW SET OF METRICS
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
11
The Problem with Conversion Rate
Conversion Rate = [ “conversions” ] / [ sessions ]
1. What is a “conversion” anyway?
2. Sessions are a poor denominator in today’s digital
world
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
12
Four Problems With Sessions
1. Sessions are temporary, short-term
2. Sessions can be easily gamed or broken
3. Sessions don’t cross devices or span time
4. Session attribution paints an incomplete picture
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
13
Traditional Conversion Channels
 Session based
 Single or multiple
outcome goals
 Summed conversion
rate
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
14
User-level Conversion Channels
 Contribution,
regardless of
session
 Single or multiple
outcome goals
 Notice example: Paid Search went up by 217
conversions
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
15
User-level Conversion Channels
 View across
sessions and
channels
 Still single or
multiple outcome goals
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
16
 Sessions
 Converting Sessions
 Users
 Converting Users
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
17
ANALYZE THIS
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
18
Users to Audiences: Revenue
 What % of your
marketing is
reaching your
target audience
by identified
revenue range?
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
19
Users to Audiences: Industry
 What % of your
marketing is
reaching your
target audience
by identified
industry?
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
20
Users to Audiences: Company
 What % of your
marketing is
reaching your
target customers
by known
company name?
 How Many users
vs. Sessions are
you reaching
there?
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
21
KEYWORDS AND
CONVERSIONS ARE DEAD
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
22
Find Your Audience, Re-Engage Them
 Everyone
All
Users
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
23
Find Your Audience, Re-Engage Them
 Everyone +
 A Marketing Channel
All
Users
Paid
Search
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
24
Find Your Audience, Re-Engage Them
 Everyone +
 A Marketing Channel +
 Audience Criteria
All Users
Paid
Search
Revenue
Range
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
25
Find Your Audience, Re-Engage Them
 Everyone +
 A Marketing Channel +
 Audience Criteria +
 Behavior Criteria
All Users
Paid
Search
Revenue Range
Engaged
w/Content
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
26
Find Your Audience, Re-Engage Them
 Everyone +
 A Marketing Channel +
 Audience Criteria +
 Behavior Criteria +
 Negative Behavior
All Users
Paid Search
Revenue Range
Engaged
w/Content
Did NOT
convert… yet
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
27
Examples
 a
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
28
Examples
 a
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
29
Examples
 a
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
30
RESULTS
-44% increase in captured users
-48% decrease in cost per captured user
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
31
BACK TO THE BEGINNING
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
32
It Starts With Great Data
©2014 Copyright Demandbase, Inc.
Demandbase Confidential.
33
What’s Next?
Digital Platforms
Customer Data
Physical
Digital Analytics
Analysis & Insights
QUESTIONS & ANSWERS
#B2BSummit
April 29-30, 2015 | AT&T Park, San Francisco, CA
CALEB WHITMORE
FOUNDER & CHAIRMAN, ANALYTICS PROS
@CalebWhitmore of @AnalyticsPros

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Increase Marketing Effectiveness and ROI with Big Data

  • 1. Increase Marketing Effectiveness and ROI with Big Data #B2BSummit April 29-30, 2015 | AT&T Park, San Francisco, CA CALEB WHITMORE FOUNDER & CHAIRMAN, ANALYTICS PROS @CalebWhitmore of @AnalyticsPros
  • 2. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 2 Truth In Data “Data Is Never Going To Be Perfect, But It Might Be True”
  • 3. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 3 The Purpose of Data Know Your Customer Understand Them Better Serve Them Better Grow Your Business
  • 4. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 4 For use with full-screen images or diagrams that look good on blue DAWN OF CIVILIZATION TO 2003 EVERY TWO DAYS “EVERY TWO DAYS NOW WE CREATE AS MUCH INFORMATION AS WE DID FROM THE DAWN OF CIVILIZATION UP UNTIL 2003” Eric Schmidt, Google - 2010
  • 5. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 5 For use with full-screen images or diagrams that look good on blue 2012 = 2.7zb 2014 = 3.5zb Gen. Keith Alexander, former Director, NSA
  • 6. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 6
  • 7. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 7 Big Data, Anyone?
  • 8. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 8 Some Rules of Engagement  Big Data is NOT the perfect answer  Knowing “why” is much harder that knowing “what”  The “herd” matters more than the individual
  • 9. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 9 Marketing Nirvana Direct Selling In-Store TVOutdoor Sponsor Direct Mail PrintTrade Show Radio Traditional Channels Email Display Social Mobile Apps Direct Search Non-Branded Search Branded Digital Channels DATA
  • 10. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 10 I BELIEVE MARKETING NEEDS A NEW SET OF METRICS
  • 11. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 11 The Problem with Conversion Rate Conversion Rate = [ “conversions” ] / [ sessions ] 1. What is a “conversion” anyway? 2. Sessions are a poor denominator in today’s digital world
  • 12. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 12 Four Problems With Sessions 1. Sessions are temporary, short-term 2. Sessions can be easily gamed or broken 3. Sessions don’t cross devices or span time 4. Session attribution paints an incomplete picture
  • 13. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 13 Traditional Conversion Channels  Session based  Single or multiple outcome goals  Summed conversion rate
  • 14. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 14 User-level Conversion Channels  Contribution, regardless of session  Single or multiple outcome goals  Notice example: Paid Search went up by 217 conversions
  • 15. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 15 User-level Conversion Channels  View across sessions and channels  Still single or multiple outcome goals
  • 16. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 16  Sessions  Converting Sessions  Users  Converting Users
  • 17. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 17 ANALYZE THIS
  • 18. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 18 Users to Audiences: Revenue  What % of your marketing is reaching your target audience by identified revenue range?
  • 19. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 19 Users to Audiences: Industry  What % of your marketing is reaching your target audience by identified industry?
  • 20. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 20 Users to Audiences: Company  What % of your marketing is reaching your target customers by known company name?  How Many users vs. Sessions are you reaching there?
  • 21. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 21 KEYWORDS AND CONVERSIONS ARE DEAD
  • 22. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 22 Find Your Audience, Re-Engage Them  Everyone All Users
  • 23. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 23 Find Your Audience, Re-Engage Them  Everyone +  A Marketing Channel All Users Paid Search
  • 24. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 24 Find Your Audience, Re-Engage Them  Everyone +  A Marketing Channel +  Audience Criteria All Users Paid Search Revenue Range
  • 25. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 25 Find Your Audience, Re-Engage Them  Everyone +  A Marketing Channel +  Audience Criteria +  Behavior Criteria All Users Paid Search Revenue Range Engaged w/Content
  • 26. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 26 Find Your Audience, Re-Engage Them  Everyone +  A Marketing Channel +  Audience Criteria +  Behavior Criteria +  Negative Behavior All Users Paid Search Revenue Range Engaged w/Content Did NOT convert… yet
  • 27. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 27 Examples  a
  • 28. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 28 Examples  a
  • 29. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 29 Examples  a
  • 30. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 30 RESULTS -44% increase in captured users -48% decrease in cost per captured user
  • 31. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 31 BACK TO THE BEGINNING
  • 32. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 32 It Starts With Great Data
  • 33. ©2014 Copyright Demandbase, Inc. Demandbase Confidential. 33 What’s Next? Digital Platforms Customer Data Physical Digital Analytics Analysis & Insights
  • 34. QUESTIONS & ANSWERS #B2BSummit April 29-30, 2015 | AT&T Park, San Francisco, CA CALEB WHITMORE FOUNDER & CHAIRMAN, ANALYTICS PROS @CalebWhitmore of @AnalyticsPros