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4 Steps to ABM Success
Using Predictive Analytics
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Charlie Liang
Director of Marketing
Engagio
Sean Zinsmeister
Senior Director of
Marketing
Infer
MEET THE PRESENTERS:
ACCOUNT SELECTION
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Funnel Trifecta – Target Accounts in Context
Engagio’s Funnels
Funnel 1
Target
Accounts
Funnel 2
Qualified,
Non-Target
Funnel 3
Non-Qualified,
Non-Target
ICP
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Further break out Target Accounts into Tiers
Tiers of Target Accounts
Funnel 1
Target
Accounts
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Why Tiers?
The Importance of Tiers
• Breaking out account tiers is not only important for determining effort level
spent on tiers, but it allows you to gain valuable insight into the effectiveness
of your strategies and conversion down the account funnel.
Marketing Qualified Accounts (MQAs) on Tier 1 accounts as exhibited on an Engagio account
dashboard.
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
How many accounts go in each Tier?
How many in each tier?
1,500 Hours per rep per
year.
= ?
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Who Selects Target Accounts?
Target Account Committee
Execs
Sales Marketing
Predictive
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
What do they consider?
• Firmographics
• Technographics
• Intent Signals
• Engagement
• Company Connections
• Predictive Analytics
Points of Consideration
@CharlieCLiang @Engagio
What is Predictive Analytics?
Actionable Intelligence for
Sales & Marketing
Machine Learning Thousands of external
data points
Keywords: ● Machine Learning ● Data Science ● Predictive Analytics● AI
Predictive is the Line Judge
Send to Sales
Do Not Work
Account Scoring
Personas
Hyper- Segmentation
Behavior Scoring
PRIORITIZATION
Sales Prioritization
Effort Spent on Bad Accounts Before Predictive
Effort per Account Return on Effort
Sales Prioritization
Effort per Account Return on Effort
Shift Wasted Energy Into More Profitable Endeavors
Aligning Account Effort with Impact
Omri Erel
Head of Advertising &
Performance Marketing
SDRs avoid wasted efforts and
improved conversion rates
Strengthened sales &
marketing alignment
Boosted ratio of revenue
generation to marketing spend
Improved campaign
performance and lead quality
+50%
total opportunities
YoY
2x
increase in meetings
scheduled
+11%
increase in average
lead quality
Social Tables ABM Stack
Hyper-Segmentation for ABM Plays
Ray Miller
Launched high-value outreach
with personalized nurture
Identified 900+ high-potential
prospects for sales
Hyper-segmented current and
past trialers into ICPs
Prioritized A & B-Leads for
accelerated sales follow-up
Senior Marketing
Operations Manager
AT A GLANCE
+7%
boosted overall
revenue
+10%
increased average
deal size
+$500k/mo
grew opportunity
pipeline
+35%
increased trial
signups
+25%
Expanded MQL
volume
TERRITORY PLANNING
FINDING NEW ACCOUNTS
TAM Analysis
SOM
good fit
accounts in
CRM
SAM
net-new accounts
not in CRM
TAM
total addressable
market
A-Accounts
Open Architecture for Net-New
Mike Leyden
VP of Global Inside Sales
Enterprise consolidation -
converting trials and online
purchases to volume license deals
Identify and Prioritize target
accounts
Profiled high-value Trialers for
aggressive sales follow-up
Uses Account models to
understand opportunity in
different U.S. states
Expansion and opportunity sizing
Territory planning - evenly
distribute good accounts to reps
Marc Brancaccio
Director of Sales Development
Expansion
Strategies
Expanding Your Footprint in an SMB Market
Lauren Licata
Predictive lead-gen to new
brick and mortar shops
Email A Leads within 5 min and
call within 1 hour vs. 8 hours it
takes
Increased effort spent on A-
Leads by 3x & decreased effort
spent on D-Leads by 1.5x
Result: Increased sales by 30%
VP of Marketing
+30%
increase in sales-
qualified leads
+30%
lift in sales
~3x
increase in the
effort spent on A-
Leads
1.5x
decrease in the
effort spent on D-
Leads
2x
lead to demo
conversion
ENGAGEMENT &
CAMPAIGN EXECUTION
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
What to do after choosing accounts?
After Target Account Selection
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Start with a Strategy & Playbook
Run a play!
Craft the play
Do your
researchFormulate messaging
Deploy
Check for responses
& follow-up until
engaged!
Be human. Don’t spam –
people will sniff out.
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Team Marketing and Selling = WINNING
Key to winning: Team Selling
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Be Everywhere, But Don’t be Overbearing
Top 5 ABM Channels
Engagio’s Top 5 Account Based Everything
Channels:
#1
#2
#3
#4
#5
Human Email
Live & Virtual
Events
Direct Mail
Ads
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Content in a Account Based Everything world
Evolution of Content in an ABM World
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
ABM vs. Demand Gen Content
Difference between DG & ABM
Demand Gen Content ABM Content
@CharlieCLiang @Engagio
Account Profiling & Field Marketing
Elena Rowell
Technographic segmentation
for expansion strategies
Profiling to drive targeted
prospects to local events
Personalized outreach
campaign increased top
prospect attendance by 20% for
regional events
Field Marketing Manager
ABM Retargeting Campaigns
Retargeting A and B-Accounts
Strengthened sales & marketing
alignment
Focused and optimized
advertising spend on account
strategy
Chris Turley
Head of Revenue Ops
Outbound / ABM Nurture
Zoom
Info
Data.com
Inside
View
Net-New
Accounts
Net-New
Contacts
Good
Prospects
Engagio
Sales Automation
AdRoll
DemandBase
Google
Twitter
PFL
MailLift
Facebook
Evenly Distributed
Net-New Good Leads
SEQUENCES/
PLAYS
CUSTOM
AUDIENCES
Sales
Queue
DIRECT
MAIL
Outbound / ABM Nurture
Zoom
Info
Data.com
Inside
View
Net-New
Accounts
Net-New
Contacts
Good
Prospects
ABM Air Cover
Account-Based
Sales Development
Conversions
Outbound / ABM Nurture
Account-Based
Sales Development
Good
Prospects
Engagio
Sales Automation
SEQUENCES/
PLAYS
Sales
Queue
Outbound / ABM Nurture
CMO
Welcome
“Problem
Statement”
Exec Track 02
Exec Track 03
MKT
OPs
Welcome
“Problem
Statement”
MOPS Track 02
MOPS Track 03
Sales
Ops
Welcome
“Problem
Statement”
SOPS Track 02
SOPS Track 03
MKT
Analyst
Welcome
“Problem
Statement”
Analyst
Product Education
Analyst
Customer Credibility
Analyst
“Contact Me”
Recycle Program
Outbound / ABM Nurture
ABM Air Cover Good
Prospects
DemandBase
Google
Twitter
PFL
MailLift
Facebook
Evenly Distributed
Net-New Good LeadsCUSTOM
AUDIENCES
Sales
Queue
DIRECT
MAIL
AdRoll
Outbound / ABM Nurture
Zoom
Info
Data.com
Inside
View
Net-New
Accounts
Net-New
Contacts
Good
Prospects
Engagio
Sales Automation
AdRoll
DemandBase
Google
Twitter
PFL
MailLift
Facebook
Evenly Distributed
Net-New Good Leads
SEQUENCES/
PLAYS
CUSTOM
AUDIENCES
Sales
Queue
DIRECT
MAIL
MEASUREMENT
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
Lead-Centric vs. Account-Centric
A is for Account
Old School (Lead Gen)
• Leads
• MQLs
• Lead Score
New School (Account Based)
• Accounts
• MQAs
• Engagement Minutes
Star of the show:
@CharlieCLiang @Engagio
Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE
How to Measure ABM Campaigns
6 KPIs for ABM Campaigns
@CharlieCLiang @Engagio
Analyze Sales Development Outreach
Stay on Top of Active & Inactive Sales Opportunities
FIT BEHAVIOR
Do you LOOK like a buyer? Do you ACT like a buyer?
Fit vs Behavior
Window 1 Window 2 Window 3 Window 4
Fit
Behavior
Time
0
A
3
A
3
A
2
A
1
Fit vs Behavior
Time0
Activity
A
3
A
3
A
2
A
1
CRMMarketing Automation
Measuring ABM Program Effectiveness
Sales & Marketing Alignment
Demand Gen compensation
plan built on Infer
Uses Infer to negotiate w/
partners and Lead providers
Leverages Infer to overcome
the Sales and Marketing
divide to define MQL
Nick Ezzo
VP Demand Gen
ABM - New Business Model
Caren Cioffi
77% of total New Business
revenue resulted from the top
26% of Accounts (A & B’s)
Filtered bottom 44% of
Accounts which resulted in a
6% of total revenue
SVP & GM of Digital
Marketing Business
ABM - Upsell and Expansion
Caren Cioffi
80% of Upsell revenue resulted
from top 14% of Accounts (A's)
100% of Upsell Revenue
resulted from A/B Accounts.
SVP & GM of Digital
Marketing Business
Q&A

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4 Steps to ABM Success with Predictive Analytics

  • 1. 4 Steps to ABM Success Using Predictive Analytics
  • 2. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Charlie Liang Director of Marketing Engagio Sean Zinsmeister Senior Director of Marketing Infer MEET THE PRESENTERS:
  • 3.
  • 5. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Funnel Trifecta – Target Accounts in Context Engagio’s Funnels Funnel 1 Target Accounts Funnel 2 Qualified, Non-Target Funnel 3 Non-Qualified, Non-Target ICP @CharlieCLiang @Engagio
  • 6. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Further break out Target Accounts into Tiers Tiers of Target Accounts Funnel 1 Target Accounts @CharlieCLiang @Engagio
  • 7. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Why Tiers? The Importance of Tiers • Breaking out account tiers is not only important for determining effort level spent on tiers, but it allows you to gain valuable insight into the effectiveness of your strategies and conversion down the account funnel. Marketing Qualified Accounts (MQAs) on Tier 1 accounts as exhibited on an Engagio account dashboard. @CharlieCLiang @Engagio
  • 8. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE How many accounts go in each Tier? How many in each tier? 1,500 Hours per rep per year. = ? @CharlieCLiang @Engagio
  • 9. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Who Selects Target Accounts? Target Account Committee Execs Sales Marketing Predictive @CharlieCLiang @Engagio
  • 10. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE What do they consider? • Firmographics • Technographics • Intent Signals • Engagement • Company Connections • Predictive Analytics Points of Consideration @CharlieCLiang @Engagio
  • 11. What is Predictive Analytics? Actionable Intelligence for Sales & Marketing Machine Learning Thousands of external data points Keywords: ● Machine Learning ● Data Science ● Predictive Analytics● AI
  • 12. Predictive is the Line Judge Send to Sales Do Not Work
  • 15. Sales Prioritization Effort Spent on Bad Accounts Before Predictive Effort per Account Return on Effort
  • 16. Sales Prioritization Effort per Account Return on Effort Shift Wasted Energy Into More Profitable Endeavors
  • 17. Aligning Account Effort with Impact Omri Erel Head of Advertising & Performance Marketing SDRs avoid wasted efforts and improved conversion rates Strengthened sales & marketing alignment Boosted ratio of revenue generation to marketing spend Improved campaign performance and lead quality
  • 18. +50% total opportunities YoY 2x increase in meetings scheduled +11% increase in average lead quality
  • 20. Hyper-Segmentation for ABM Plays Ray Miller Launched high-value outreach with personalized nurture Identified 900+ high-potential prospects for sales Hyper-segmented current and past trialers into ICPs Prioritized A & B-Leads for accelerated sales follow-up Senior Marketing Operations Manager
  • 21. AT A GLANCE +7% boosted overall revenue +10% increased average deal size +$500k/mo grew opportunity pipeline +35% increased trial signups +25% Expanded MQL volume
  • 23.
  • 24.
  • 26. TAM Analysis SOM good fit accounts in CRM SAM net-new accounts not in CRM TAM total addressable market
  • 28. Mike Leyden VP of Global Inside Sales Enterprise consolidation - converting trials and online purchases to volume license deals Identify and Prioritize target accounts Profiled high-value Trialers for aggressive sales follow-up Uses Account models to understand opportunity in different U.S. states Expansion and opportunity sizing Territory planning - evenly distribute good accounts to reps Marc Brancaccio Director of Sales Development Expansion Strategies
  • 29. Expanding Your Footprint in an SMB Market Lauren Licata Predictive lead-gen to new brick and mortar shops Email A Leads within 5 min and call within 1 hour vs. 8 hours it takes Increased effort spent on A- Leads by 3x & decreased effort spent on D-Leads by 1.5x Result: Increased sales by 30% VP of Marketing
  • 30. +30% increase in sales- qualified leads +30% lift in sales ~3x increase in the effort spent on A- Leads 1.5x decrease in the effort spent on D- Leads 2x lead to demo conversion
  • 32. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE What to do after choosing accounts? After Target Account Selection @CharlieCLiang @Engagio
  • 33. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Start with a Strategy & Playbook Run a play! Craft the play Do your researchFormulate messaging Deploy Check for responses & follow-up until engaged! Be human. Don’t spam – people will sniff out. @CharlieCLiang @Engagio
  • 34. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Team Marketing and Selling = WINNING Key to winning: Team Selling @CharlieCLiang @Engagio
  • 35. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Be Everywhere, But Don’t be Overbearing Top 5 ABM Channels Engagio’s Top 5 Account Based Everything Channels: #1 #2 #3 #4 #5 Human Email Live & Virtual Events Direct Mail Ads @CharlieCLiang @Engagio
  • 36. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Content in a Account Based Everything world Evolution of Content in an ABM World @CharlieCLiang @Engagio
  • 37. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE ABM vs. Demand Gen Content Difference between DG & ABM Demand Gen Content ABM Content @CharlieCLiang @Engagio
  • 38. Account Profiling & Field Marketing Elena Rowell Technographic segmentation for expansion strategies Profiling to drive targeted prospects to local events Personalized outreach campaign increased top prospect attendance by 20% for regional events Field Marketing Manager
  • 39. ABM Retargeting Campaigns Retargeting A and B-Accounts Strengthened sales & marketing alignment Focused and optimized advertising spend on account strategy Chris Turley Head of Revenue Ops
  • 40. Outbound / ABM Nurture Zoom Info Data.com Inside View Net-New Accounts Net-New Contacts Good Prospects Engagio Sales Automation AdRoll DemandBase Google Twitter PFL MailLift Facebook Evenly Distributed Net-New Good Leads SEQUENCES/ PLAYS CUSTOM AUDIENCES Sales Queue DIRECT MAIL
  • 41. Outbound / ABM Nurture Zoom Info Data.com Inside View Net-New Accounts Net-New Contacts Good Prospects ABM Air Cover Account-Based Sales Development Conversions
  • 42. Outbound / ABM Nurture Account-Based Sales Development Good Prospects Engagio Sales Automation SEQUENCES/ PLAYS Sales Queue
  • 43. Outbound / ABM Nurture CMO Welcome “Problem Statement” Exec Track 02 Exec Track 03 MKT OPs Welcome “Problem Statement” MOPS Track 02 MOPS Track 03 Sales Ops Welcome “Problem Statement” SOPS Track 02 SOPS Track 03 MKT Analyst Welcome “Problem Statement” Analyst Product Education Analyst Customer Credibility Analyst “Contact Me” Recycle Program
  • 44. Outbound / ABM Nurture ABM Air Cover Good Prospects DemandBase Google Twitter PFL MailLift Facebook Evenly Distributed Net-New Good LeadsCUSTOM AUDIENCES Sales Queue DIRECT MAIL AdRoll
  • 45. Outbound / ABM Nurture Zoom Info Data.com Inside View Net-New Accounts Net-New Contacts Good Prospects Engagio Sales Automation AdRoll DemandBase Google Twitter PFL MailLift Facebook Evenly Distributed Net-New Good Leads SEQUENCES/ PLAYS CUSTOM AUDIENCES Sales Queue DIRECT MAIL
  • 47. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE Lead-Centric vs. Account-Centric A is for Account Old School (Lead Gen) • Leads • MQLs • Lead Score New School (Account Based) • Accounts • MQAs • Engagement Minutes Star of the show: @CharlieCLiang @Engagio
  • 48. Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE How to Measure ABM Campaigns 6 KPIs for ABM Campaigns @CharlieCLiang @Engagio
  • 50. Stay on Top of Active & Inactive Sales Opportunities
  • 51. FIT BEHAVIOR Do you LOOK like a buyer? Do you ACT like a buyer?
  • 52. Fit vs Behavior Window 1 Window 2 Window 3 Window 4 Fit Behavior Time 0 A 3 A 3 A 2 A 1
  • 55.
  • 56. Measuring ABM Program Effectiveness
  • 57. Sales & Marketing Alignment Demand Gen compensation plan built on Infer Uses Infer to negotiate w/ partners and Lead providers Leverages Infer to overcome the Sales and Marketing divide to define MQL Nick Ezzo VP Demand Gen
  • 58. ABM - New Business Model Caren Cioffi 77% of total New Business revenue resulted from the top 26% of Accounts (A & B’s) Filtered bottom 44% of Accounts which resulted in a 6% of total revenue SVP & GM of Digital Marketing Business
  • 59. ABM - Upsell and Expansion Caren Cioffi 80% of Upsell revenue resulted from top 14% of Accounts (A's) 100% of Upsell Revenue resulted from A/B Accounts. SVP & GM of Digital Marketing Business
  • 60. Q&A