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ARTIFICIAL INTELLIGENCE
IN AN ABM WORLD
Nick Ezzo, VP Demand Generation, Host Analytics
Aman Naimat, SVP Technology, Demandbase
TODAY’S PRESENTERS
AMAN NAIMAT
SVP, Technology
Demandbase
@Aman_Naimat
NICK EZZO
VP, Demand Generation
Host Analytics
@NickAEzzo
CURRENT STATE OF ABM
© 2016 DEMANDBASE / SLIDE 4
“ACCOUNT-BASED MARKETING” SEARCH
© 2016 DEMANDBASE / SLIDE 5
TRADITIONAL B2B MARKETING
Attract Engage Convert Measure
© 2016 DEMANDBASE / SLIDE 6
CURRENT STATE OF ACCOUNT-BASED MARKETING
Identify Attract Engage Convert
Measure
Close
© 2016 DEMANDBASE / SLIDE 7
CURRENT STATE OF AI
© 2016 DEMANDBASE / SLIDE 8
BusinessImpact
Data Science Complexity
THE CURRENT STATE OF AI IN MARKETING
ARTIFICIAL INTELLIGENCE &
B2B MARKETING SURVEY
© 2016 DEMANDBASE / SLIDE 10
MARKETING EXECUTIVES PREDICT AI WILL
REVOLUTIONIZE THEIR INDUSTRY BY 2020*
*ASKED AMONG B2B MARKETERS MANAGER LEVEL OR HIGHER AT COMPANIES WITH 250+ EMPLOYEES
© 2016 DEMANDBASE / SLIDE 11
AI POISED TO REVOLUTIONIZE MARKETING BUT
LACKING UNDERSTANDING AND ADOPTION*
*ASKED AMONG B2B MARKETERS MANAGER LEVEL OR HIGHER AT COMPANIES WITH 250+ EMPLOYEES
© 2016 DEMANDBASE / SLIDE 12
*ASKED AMONG B2B MARKETERS MANAGER LEVEL OR HIGHER AT COMPANIES WITH 250+ EMPLOYEES
ANTICIPATED BENEFITS FROM USING
AI IN MARKETING*
© 2016 DEMANDBASE / SLIDE 13
OLD WORLD VS AI-BASED ACCOUNT INSIGHTS
Data and insights based
on manual research =No Scale
Automated data on
firmographics and
marketing activity = No Insight
In depth business be-
haviors and relationships
across companies
worldwide
= Insights at Scale
ARTIFICIAL
INTELLIGENCE
ACCOUNT
INTELLIGENCE
© 2016 DEMANDBASE / SLIDE 14
It’s not
BUDGET
It’s not
NURTURING
It’s not
INTENT
UNDERSTANDING WHY BUSINESSES BUY
© 2016 DEMANDBASE / SLIDE 15
WHY DO BUSINESSES ACTUALLY BUY FROM YOU?
Fit
Trust
Social Proof
Common Ecosystem
Shared Partners/Suppliers
Business Fit
Cultural Fit
© 2016 DEMANDBASE / SLIDE 16
Insights
Account Selection
Relevant News
Business Landscape
Recommended Talking Points
Prioritized Contacts
Customer/Partner Network
Entire Business Internet
Raw Data
Press & News
Blogs & Social Forums
Web & Ad Traffic
Company & Contact Directories
IP Address Identification
MAPPING AND TRACKING THE B2B UNIVERSE
SALES DEVELOPMENT REPS
THE TIP OF THE SPEAR
© 2016 DEMANDBASE / SLIDE 18
OLD MODEL NEW MODEL
• Focus on Volume
• Calls/emails per hour
• BANT
• All accounts are the same
• Go for the close- every time
• Focus on Quality
• SQLs and Opportunities
• Get the Right Person
• Go after target accounts
• Go for engagement
TIP OF THE SPEAR: THE SDR PLAYBOOK
© 2016 DEMANDBASE / SLIDE 19
RESEARCH
& QUALIFY
READ PRESS
& BLOGS
FIND BUYING
COMMITTEE
GET CONTACT
INFO
CREATE
MESSAGING
LEARN ABOUT
ACCOUNTS
& CONTACTS
NEW MODEL CHALLENGE: DATA AND INSIGHTS
© 2016 DEMANDBASE / SLIDE 20
Artificial
Intelligence
CONTACT-
SPECIFIC
MESSAGING
BUSINESS
LANDSCAPE
RELEVANT
BUSINESS
TOPICS
PERSONALIZED
NEWS
PRIORITIZED
ACCOUNTS TO
TARGET
PRIORITIZED
CONTACTS TO
REACH
WHAT MARKETING NEEDS TO DELIVER
HOST ANALYTICS AND AI
22
WHY AWARENESS IS IMPORTANT
§ Most are not ready to buy now.
§ Goal: Staying top-of-mind.
§ “Within an Arm’s Reach of Desire”
Ready to Buy Never Gonna Buy
Most
interactions
take place here.
23
Account
Selection
Maturation
Targeted
Display Ads
Targeted
Lead Gen
Email
Nurture
Campaigns
Demandbase
ABA
SDR
Team
Dimensional
Marketing
Determine top
accounts per
month
Targeted
AWARENESS
campaigns
Targeted
LEAD GEN
campaigns
Targeted
OUTREACH
campaigns
Resolution or
Recycle
Spiderbook
Infer
LinkedIn
Demandbase
Content
Partners
Marketo
SpiderBytes
SwagIQ
Spiderbook
Infer
THE ABM FLOW
© 2016, Host Analytics, Inc. All rights reserved.
BUT WHAT ABOUT
ACCOUNT SELECTION?
25
HOW (SOME) SALESPEOPLE PICK ACCOUNTS
People I sold
to in the past.
People the last
rep sold to.
People who pick
up the phone.
Friends,
neighbors…
…kid’s friend’s
parents.
26
Customers
Competitors
Partners
Verticals
Employee
Count
Revenue
Geography
AI DRIVEN ACCOUNT SELECTION
© 2016, Host Analytics, Inc. All rights reserved.
Target
Account
Content
drips
Targeted
Ads
Swag
Event /
Webinar
invitation
Surveys
& Intent
Phone
Website/
Blog
THE 360° VIEW OF ABM
§ Demandbase
§ Uberflip
§ Hubspot
§ Marketo
§ Marketo
§ LinkedIn
§ Google AdWords
§ Demandbase
§ SwagIQ (PFL)
§ Marketo
§ On24
§ Event Partners
• SimplyDirect
• Typeform
• Bombora
§ SDR Team
28
USING AI FOR OUTREACH
§ Set up rules to gather
personalized data
§ Present data in useful format
§ Use data in outreach
29
Salesforce
Marketo
Hubspot (Blog)
Marketo
Demandbase Uberflip
Captora Press Page
DiscoverOrgZoomInfo InsideView
SpiderbookRain King Other
BizibleLeanData Google Analytics Reporting/Attribution
Scoring/Targeting
Content Engagement
Automation
Database
Data Sources
InferSpiderbook Demandbase
THE MARKETING STACK
© 2016 DEMANDBASE / SLIDE 30
THE TOP 7 RULES FOR AI + MARKETING
1. Don’t get overwhelmed by buzzwords
2. Focus on enabling processes that matter the most
3. Focus on areas that aren’t working well
4. No data = No AI
5. “Inside Data” and “Outside Data” create magic
6. Don’t rely on ”human” curation to train your machine
7. Build AI that can be humanized
Q&A
© 2016 DEMANDBASE|SLIDE 32
THE ABM EVENT
OF THE YEAR!
April 5-6, 2017
Pier 27, San Francisco
www.marketinginnovationsummit.com
Save the date and join us for…
THANK YOU

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AI Revolutionizes B2B Marketing

  • 1. ARTIFICIAL INTELLIGENCE IN AN ABM WORLD Nick Ezzo, VP Demand Generation, Host Analytics Aman Naimat, SVP Technology, Demandbase
  • 2. TODAY’S PRESENTERS AMAN NAIMAT SVP, Technology Demandbase @Aman_Naimat NICK EZZO VP, Demand Generation Host Analytics @NickAEzzo
  • 4. © 2016 DEMANDBASE / SLIDE 4 “ACCOUNT-BASED MARKETING” SEARCH
  • 5. © 2016 DEMANDBASE / SLIDE 5 TRADITIONAL B2B MARKETING Attract Engage Convert Measure
  • 6. © 2016 DEMANDBASE / SLIDE 6 CURRENT STATE OF ACCOUNT-BASED MARKETING Identify Attract Engage Convert Measure Close
  • 7. © 2016 DEMANDBASE / SLIDE 7 CURRENT STATE OF AI
  • 8. © 2016 DEMANDBASE / SLIDE 8 BusinessImpact Data Science Complexity THE CURRENT STATE OF AI IN MARKETING
  • 9. ARTIFICIAL INTELLIGENCE & B2B MARKETING SURVEY
  • 10. © 2016 DEMANDBASE / SLIDE 10 MARKETING EXECUTIVES PREDICT AI WILL REVOLUTIONIZE THEIR INDUSTRY BY 2020* *ASKED AMONG B2B MARKETERS MANAGER LEVEL OR HIGHER AT COMPANIES WITH 250+ EMPLOYEES
  • 11. © 2016 DEMANDBASE / SLIDE 11 AI POISED TO REVOLUTIONIZE MARKETING BUT LACKING UNDERSTANDING AND ADOPTION* *ASKED AMONG B2B MARKETERS MANAGER LEVEL OR HIGHER AT COMPANIES WITH 250+ EMPLOYEES
  • 12. © 2016 DEMANDBASE / SLIDE 12 *ASKED AMONG B2B MARKETERS MANAGER LEVEL OR HIGHER AT COMPANIES WITH 250+ EMPLOYEES ANTICIPATED BENEFITS FROM USING AI IN MARKETING*
  • 13. © 2016 DEMANDBASE / SLIDE 13 OLD WORLD VS AI-BASED ACCOUNT INSIGHTS Data and insights based on manual research =No Scale Automated data on firmographics and marketing activity = No Insight In depth business be- haviors and relationships across companies worldwide = Insights at Scale ARTIFICIAL INTELLIGENCE ACCOUNT INTELLIGENCE
  • 14. © 2016 DEMANDBASE / SLIDE 14 It’s not BUDGET It’s not NURTURING It’s not INTENT UNDERSTANDING WHY BUSINESSES BUY
  • 15. © 2016 DEMANDBASE / SLIDE 15 WHY DO BUSINESSES ACTUALLY BUY FROM YOU? Fit Trust Social Proof Common Ecosystem Shared Partners/Suppliers Business Fit Cultural Fit
  • 16. © 2016 DEMANDBASE / SLIDE 16 Insights Account Selection Relevant News Business Landscape Recommended Talking Points Prioritized Contacts Customer/Partner Network Entire Business Internet Raw Data Press & News Blogs & Social Forums Web & Ad Traffic Company & Contact Directories IP Address Identification MAPPING AND TRACKING THE B2B UNIVERSE
  • 17. SALES DEVELOPMENT REPS THE TIP OF THE SPEAR
  • 18. © 2016 DEMANDBASE / SLIDE 18 OLD MODEL NEW MODEL • Focus on Volume • Calls/emails per hour • BANT • All accounts are the same • Go for the close- every time • Focus on Quality • SQLs and Opportunities • Get the Right Person • Go after target accounts • Go for engagement TIP OF THE SPEAR: THE SDR PLAYBOOK
  • 19. © 2016 DEMANDBASE / SLIDE 19 RESEARCH & QUALIFY READ PRESS & BLOGS FIND BUYING COMMITTEE GET CONTACT INFO CREATE MESSAGING LEARN ABOUT ACCOUNTS & CONTACTS NEW MODEL CHALLENGE: DATA AND INSIGHTS
  • 20. © 2016 DEMANDBASE / SLIDE 20 Artificial Intelligence CONTACT- SPECIFIC MESSAGING BUSINESS LANDSCAPE RELEVANT BUSINESS TOPICS PERSONALIZED NEWS PRIORITIZED ACCOUNTS TO TARGET PRIORITIZED CONTACTS TO REACH WHAT MARKETING NEEDS TO DELIVER
  • 22. 22 WHY AWARENESS IS IMPORTANT § Most are not ready to buy now. § Goal: Staying top-of-mind. § “Within an Arm’s Reach of Desire” Ready to Buy Never Gonna Buy Most interactions take place here.
  • 23. 23 Account Selection Maturation Targeted Display Ads Targeted Lead Gen Email Nurture Campaigns Demandbase ABA SDR Team Dimensional Marketing Determine top accounts per month Targeted AWARENESS campaigns Targeted LEAD GEN campaigns Targeted OUTREACH campaigns Resolution or Recycle Spiderbook Infer LinkedIn Demandbase Content Partners Marketo SpiderBytes SwagIQ Spiderbook Infer THE ABM FLOW
  • 24. © 2016, Host Analytics, Inc. All rights reserved. BUT WHAT ABOUT ACCOUNT SELECTION?
  • 25. 25 HOW (SOME) SALESPEOPLE PICK ACCOUNTS People I sold to in the past. People the last rep sold to. People who pick up the phone. Friends, neighbors… …kid’s friend’s parents.
  • 27. © 2016, Host Analytics, Inc. All rights reserved. Target Account Content drips Targeted Ads Swag Event / Webinar invitation Surveys & Intent Phone Website/ Blog THE 360° VIEW OF ABM § Demandbase § Uberflip § Hubspot § Marketo § Marketo § LinkedIn § Google AdWords § Demandbase § SwagIQ (PFL) § Marketo § On24 § Event Partners • SimplyDirect • Typeform • Bombora § SDR Team
  • 28. 28 USING AI FOR OUTREACH § Set up rules to gather personalized data § Present data in useful format § Use data in outreach
  • 29. 29 Salesforce Marketo Hubspot (Blog) Marketo Demandbase Uberflip Captora Press Page DiscoverOrgZoomInfo InsideView SpiderbookRain King Other BizibleLeanData Google Analytics Reporting/Attribution Scoring/Targeting Content Engagement Automation Database Data Sources InferSpiderbook Demandbase THE MARKETING STACK
  • 30. © 2016 DEMANDBASE / SLIDE 30 THE TOP 7 RULES FOR AI + MARKETING 1. Don’t get overwhelmed by buzzwords 2. Focus on enabling processes that matter the most 3. Focus on areas that aren’t working well 4. No data = No AI 5. “Inside Data” and “Outside Data” create magic 6. Don’t rely on ”human” curation to train your machine 7. Build AI that can be humanized
  • 31. Q&A
  • 32. © 2016 DEMANDBASE|SLIDE 32 THE ABM EVENT OF THE YEAR! April 5-6, 2017 Pier 27, San Francisco www.marketinginnovationsummit.com Save the date and join us for…