SlideShare a Scribd company logo
How to Build an Account-Based
Marketing Strategy Using Predictive
Adam von Reyn
VP of Growth
Marketing,
InsightSquared
@adamvonreyn
Sean Zinsmeister
Sr. Director of Product Marketing,
Infer
@SZinsmeister
Gabe Paley
Sr. Manager, ABM and Demand
Gen, InsightSquared
@gabepaley
Page 2 #MKTGNATION
What is Predictive?
Actionable Intelligence for
Sales & Marketing
Machine Learning Thousands of external
data points
Keywords: ● Machine Learning ● Data Science ● Predictive Analytics● AI
Page 3 #MKTGNATION
Predictive Sales & Marketing is Heating Up
79%
High-performers use
predictive intelligence
Salesforce State of
Marketing 2016
83%
B2B Orgs using PLS are
$250M and Below
SiriusDecisions
73% / 2X
Lift in Sales / Marketing
Effectiveness
Aberdeen
Page 4 #MKTGNATION
Predictive Sales & Marketing is Heating Up
2.3x
Increase in Average
Deal Size
3.3x
Increase in
Conversion Rates
1.5B+
Account, Contact, and
Lead Scores / year
Infer R&D
Page 5 #MKTGNATION
Early 2015…
Leads
(dramatically
large top of
funnel)
Page 6 #MKTGNATION
Early 2016
Page 7 #MKTGNATION
BDR Team Overwhelmed by Lead Flow
Significant cost and
effort qualifying
lead pool
Page 8 #MKTGNATION
Initial Focus on BDR Productivity
~80% of bookings in
top ~15% of leads
~40% of lead flow
suppressed for
continued nurture
Page 9 #MKTGNATION
Run Smarter Campaigns
Leads Cost $ / Lead
Campaign 1 140 $5,000 $35.71
Campaign 2 110 $5,000 $45.45
Campaign 1
appears best under
CPL metrics
Page 10 #MKTGNATION
Run Smarter Campaigns
Leads Opportunities Lead to Opp
A 3,000 500 16.7%
B 5,000 325 6.5%
C 7,000 125 1.8%
A leads worth
almost 3X B
leads
Page 11 #MKTGNATION
Run Smarter Campaigns
Campaign
1
Lead
s
Cost $ /
Lead
Fcast
Opps
Forecast $ /
Opp
A 10 1.7
B 30 2.0
C 100 1.8
140 $5,00
0
$35.71 5.4 $926
Campaign
2
A 35 5.8
B 30 2.0
C 45 0.8
110 $5,00
0
$45.45 8.6 $582
Campaign 2
wins on quality
weighted cost
Page 12 #MKTGNATION
Building Blocks for Success
Page 13 #MKTGNATION
Transparency Drives Adoption
Page 14 #MKTGNATION
Why Account-Based Marketing?
✓ Focus where we win
✓ Drive engagement across the account
✓ Closer alignment with Sales
Page 15 #MKTGNATION
One problem…
Leads Suck.
Page 16 #MKTGNATION
Lead/Account
Matching
Data Quality
Account-Scoring
Model
Account
Selection
MQA
Infrastructure /
Engagio
Shifting to an Account-Based Workflow
*10-week move from Eloqua to Marketo, including multi-channel attribution,
6 persona-based lead nurtures, progressive profiling, mobile responsive forms and more
Page 17 #MKTGNATION
What is a Marketing Qualified Account?
An MQA is an Account that meets two criteria:
1. Looks like a buyer (Fit Score)
2. Acts like a buyer (Engagement Score – “Minutes”)
Page 18 #MKTGNATION
The MQA Secret Sauce
• Engagement thresholds vary by Fit Score
• The more you look like a customer, the less you have to
do to prove that you are qualified for sales follow-up:
Fit Score Minutes Threshold
A 50
B 75
C 100
D 125
Page 19 #MKTGNATION
Examples of MQAs
• Rated “A” by Infer
• 2 eBook downloads in last month from sales
ops, 5 email opens from CEO (50 minutes)
• Rated a “C” by Infer
• 15 pageviews over 2 weeks from 3
stakeholders, Free Trial request (100
minutes)
CloudDog Adam’s Manufacturing, Inc.
Page 20 #MKTGNATION
Cold-to-Close ABM Plays: Targeting
Page 21 #MKTGNATION
Cold-to-Close ABM Plays: Execution
Weeks
1 2 3 4 5 6 7 8
Sales
Email
Direct Mail
Ads
Events
Social
Page 22 #MKTGNATION
ABM Analytics: MQA Conversion Rates
Page 23 #MKTGNATION
ABM Analytics: Pipeline Performance
14.5%
Page 24 #MKTGNATION
4 Key Points
✓Early results are very encouraging – ABM works
✓Alignment, alignment, alignment
✓ Get the infrastructure, process and metrics right
✓ New territory – accelerate your feedback loops
Thank You!

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How to Build an Account-Based Marketing Strategy Using Predictive

  • 1. How to Build an Account-Based Marketing Strategy Using Predictive Adam von Reyn VP of Growth Marketing, InsightSquared @adamvonreyn Sean Zinsmeister Sr. Director of Product Marketing, Infer @SZinsmeister Gabe Paley Sr. Manager, ABM and Demand Gen, InsightSquared @gabepaley
  • 2. Page 2 #MKTGNATION What is Predictive? Actionable Intelligence for Sales & Marketing Machine Learning Thousands of external data points Keywords: ● Machine Learning ● Data Science ● Predictive Analytics● AI
  • 3. Page 3 #MKTGNATION Predictive Sales & Marketing is Heating Up 79% High-performers use predictive intelligence Salesforce State of Marketing 2016 83% B2B Orgs using PLS are $250M and Below SiriusDecisions 73% / 2X Lift in Sales / Marketing Effectiveness Aberdeen
  • 4. Page 4 #MKTGNATION Predictive Sales & Marketing is Heating Up 2.3x Increase in Average Deal Size 3.3x Increase in Conversion Rates 1.5B+ Account, Contact, and Lead Scores / year Infer R&D
  • 5. Page 5 #MKTGNATION Early 2015… Leads (dramatically large top of funnel)
  • 7. Page 7 #MKTGNATION BDR Team Overwhelmed by Lead Flow Significant cost and effort qualifying lead pool
  • 8. Page 8 #MKTGNATION Initial Focus on BDR Productivity ~80% of bookings in top ~15% of leads ~40% of lead flow suppressed for continued nurture
  • 9. Page 9 #MKTGNATION Run Smarter Campaigns Leads Cost $ / Lead Campaign 1 140 $5,000 $35.71 Campaign 2 110 $5,000 $45.45 Campaign 1 appears best under CPL metrics
  • 10. Page 10 #MKTGNATION Run Smarter Campaigns Leads Opportunities Lead to Opp A 3,000 500 16.7% B 5,000 325 6.5% C 7,000 125 1.8% A leads worth almost 3X B leads
  • 11. Page 11 #MKTGNATION Run Smarter Campaigns Campaign 1 Lead s Cost $ / Lead Fcast Opps Forecast $ / Opp A 10 1.7 B 30 2.0 C 100 1.8 140 $5,00 0 $35.71 5.4 $926 Campaign 2 A 35 5.8 B 30 2.0 C 45 0.8 110 $5,00 0 $45.45 8.6 $582 Campaign 2 wins on quality weighted cost
  • 12. Page 12 #MKTGNATION Building Blocks for Success
  • 14. Page 14 #MKTGNATION Why Account-Based Marketing? ✓ Focus where we win ✓ Drive engagement across the account ✓ Closer alignment with Sales
  • 15. Page 15 #MKTGNATION One problem… Leads Suck.
  • 16. Page 16 #MKTGNATION Lead/Account Matching Data Quality Account-Scoring Model Account Selection MQA Infrastructure / Engagio Shifting to an Account-Based Workflow *10-week move from Eloqua to Marketo, including multi-channel attribution, 6 persona-based lead nurtures, progressive profiling, mobile responsive forms and more
  • 17. Page 17 #MKTGNATION What is a Marketing Qualified Account? An MQA is an Account that meets two criteria: 1. Looks like a buyer (Fit Score) 2. Acts like a buyer (Engagement Score – “Minutes”)
  • 18. Page 18 #MKTGNATION The MQA Secret Sauce • Engagement thresholds vary by Fit Score • The more you look like a customer, the less you have to do to prove that you are qualified for sales follow-up: Fit Score Minutes Threshold A 50 B 75 C 100 D 125
  • 19. Page 19 #MKTGNATION Examples of MQAs • Rated “A” by Infer • 2 eBook downloads in last month from sales ops, 5 email opens from CEO (50 minutes) • Rated a “C” by Infer • 15 pageviews over 2 weeks from 3 stakeholders, Free Trial request (100 minutes) CloudDog Adam’s Manufacturing, Inc.
  • 20. Page 20 #MKTGNATION Cold-to-Close ABM Plays: Targeting
  • 21. Page 21 #MKTGNATION Cold-to-Close ABM Plays: Execution Weeks 1 2 3 4 5 6 7 8 Sales Email Direct Mail Ads Events Social
  • 22. Page 22 #MKTGNATION ABM Analytics: MQA Conversion Rates
  • 23. Page 23 #MKTGNATION ABM Analytics: Pipeline Performance 14.5%
  • 24. Page 24 #MKTGNATION 4 Key Points ✓Early results are very encouraging – ABM works ✓Alignment, alignment, alignment ✓ Get the infrastructure, process and metrics right ✓ New territory – accelerate your feedback loops