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LEVERAGING AI DRIVEN DATA TO FUEL A NEW GENERATION
OF ABM CAMPAIGNS
Dayle Hall
CMO, People.ai
Kaushik Patel
VP, Demand Gen & Marketing Operations, ThoughtSpot
Leveraging AI Driven Data to Fuel a New Generation
of ABM Campaigns
Kaushik Patel - VP Demand Gen & Operations, ThoughtSpot
Dayle Hall - CMO, People.ai
AIS 2019
#ABMSUMMIT
Why We’re Here
Foundation for ABM =
Data + Intelligence
How Marketing Puts
ABM + AI into Action
Alignment
with Sales
Millions of dollars invested in CRM
and Martech with the promise of
growth and productivity
7
This promise has not
been fully realized.
©2019 All RightsReserved
©2019 All RightsReserved8
“impact of AI technologies on business is
projected to increase labor productivity by up to
40% and enable people to make more efficient
use of their time.“
But… AI is the game changer
Sales reps spend on average,
30 percent of their time on internal
administrative activities.
People are wasting time and
companies are wasting money
Customer Activity Data Is Key to ABM Success
Customer Activity Data:
• All Customer Contact Information
• Calendar Data (Meetings,
Attendees, Cancellations)
• All Digital Communications (email,
messaging, phone)
• Salesforce Data (All History)
• Customer Account History
• Product Telemetry
• Sales Data Activity
• Marketing Campaign Analytics
• Support Resource Activity
• Financial Information
• Sales and Marketing Rep Activity
Customer Activity
Data is lost due to
people manually
entering data, excel
spreadsheets and
manual processes.
©2019 All RightsReserved9
Today’s Antiquated Approach
• Only 20% of data
captured = 80% is lost
• Reps spend >30% of time
on manual data entry
= time away from selling
• Low engagement with
core tools like
Salesforce.com
Manual Entry = Data Loss
Siloed and
Inaccessible Data
• Different systems and silos
prevent enterprises from
capitalizing on insights
• Inability to identify or
impact the right buying
groups
• Marketing attribution and
impact is untrusted
Contacts Are Missing
or Not Current
• On average 2 out of 12 of
the relevant buyers,
influencers and users
captured in an opportunity
• Contact data becomes
outdated as people change
jobs, roles, names.
©2019 All RightsReserved10
1 Opportunity 2 of 12
Contacts Captured
1000 Opportunities
2,000 of 12,000
Contacts Captured
Example: Contacts Captured from Each Opportunity
Manual Entry = Data Loss
Siloed and
Inaccessible Data
Contacts Are Missing
or Not Current
Engaging only 20% of the buying
group and influencers
(losing 10,000 contacts)
Imagine What That Could Mean for Your Team
©2019 All RightsReserved11
Automated Data Capture
and Population of CRM
Cross-system Data
Intelligence
Complete, Self Healing
Contact Database
How AI Provides Better Data for ABM
©2019 All RightsReserved12
• Automated Capture of All
Customer Activity Data
• Populate CRM - Right Context,
Right Opportunity and Decision
Field
• Increased Engagement and
trusted data in tools
• Data Across Systems, Silos and
Processes - Matching Algorithms to
Provide Actionable Intelligence in the
Right Context
• Identify and Target the Right Buying
Groups with the Right Content
• Real-time Marketing Attribution
• Automated Capture of Contacts
Using Signature Scanning, Calendar
Contacts, CC’s and NLP
• Capture All Relevant Buyers,
Influencers and Users (Pre & Post
Sale) for every opportunity
• Dynamically Update Contact
Database
Data drives results - AI to capture all data, and automatically match the right people to the right
accounts, opportunities, and CAMPAIGNS!!
Kaushik Patel
VP of Demand Gen and
Marketing Operations
Search & AI-Driven Analytics
Next Generation Analytics Platform for the Enterprise
Team Technology Customers
Search + Enterprise Search & AI-Driven Analytics Platform
Mid-to-large
Enterprise
Palo Alto, CA
Headquarters
$306M Funding
Magic Quadrant Leader
RELATIONAL SEARCH
AUTOMATED INSIGHTS
ThoughtSpot Overview
Marketing
Marketing
Operations
Sales
Operations
Sales
Deals $$
Ideal Scenario
2015 2017 Today
Phase 1 - ABM
Foundation
Phase 2 -
Tracking &
Segmentation
Phase 3 -
Optimize with
AI
Our Journey
Geo-based Routing HQ-based
Routing
L2A
Matching
TECHNOLOGY
Demandbase
TECHNOLOGY
LeanData
Phase 1 - ABM Foundation
Accounts
$100M+
Account-based
Routing
Territory
Management
SOURCE
Hoovers
TECHNOLOGY
LeanData
TECHNOLOGY
Home grown
TECHNOLOGY
Home grown
Account
Tiers
TECHNOLOGY
Rollup Helper
Activity
Tracking
Phase 1 - ABM Foundation
Account
Hierarchies
Engagement
Tracking
Account
De-Dupe
TECHNOLOGY
Traction
Hierarchies
TECHNOLOGY
Home grown
TECHNOLOGY
Data.com Clean
D&B
TECHNOLOGY
Home grown
Contact
Segmentation
Phase 2 - Tracking & Segmentation
Performance
Win
Field Sales
SDR Org
Channel
Field Marketing
Digital
Marketing
Management
CAMPAIGNS
?
TECHNOLOGY
People.ai
Enhanced Activity
Tracking
TECHNOLOGY
Home grown
People
Metrics
Contact/Capture
Matching
Phase 3 - Optimize with AI
Today
Account
Opportunity
SALS
MQLs
Activity Tracking
Prospects
(Leads & Contacts
100% Automated
Activity Tracking
- No manual entry
- Forward-looking
insights
- Integrated with 3rd
party tools
- Heatmaps – follow-
ups & prospecting
Contact Coverage &
Buildup
- Net new contacts
based on activity
- Lead → Contact
Role (campaign
attribution!)
- Impact on
attribution reporting
100% Activity Capture
● Account
● Opportunity
● Account/market
penetration based on
hard data
AI fuels our next level ABM campaigns
Reach & Coverage
● 10-20x the Contacts
created per month
● Tripled the size of our
Contact Database in 6
months
● 40 - 80 leads converted
to contact roles weekly
Attribution
● Leads to more precise
measurement
● Improved decisions on
marketing spend/results
Salesforce | Marketo
Google Analytics | Jira
Media Spend | People.ai
ETL
ThoughtSpot on
ThoughtSpot
The Last Piece - Sales &
marketing alignment
AI + ABM = Attribution
©2019 All Rights Reserved
True attribution is dependent on the data
Creating the right contact, to campaign, to
opportunity and showing it close.
Full attribution comes when you know what
sales is doing with the leads that you create.
Looking at the same data and sharing wins,
drives Alignment with Sales
27
Marketing Is Sending Direct
Mails To Your Target
Account List
The Boss of a Prospect Who
Received a Direct Mail Calls
Your Sales Rep Directly --
Closes a deal
How AI Can Help Solve for Attribution for ABM Campaigns
©2019 All RightsReserved28
Scenario 1: ABM Without AI Power Contact Capture and Creation
1 2
Sales doesn’t track or capture
activity
Close Won Deal! = Yay!
Direct Mail Attribution = None
In this scenario, marketing gets
zero credit or influence if this
prospect buys.
Marketing Is Sending Direct
Mails To Your Target
Account List
The Boss of a Prospect Who
Received a Direct Mail Calls
Your Sales Rep Directly --
Closes a deal
(Automatically Added to
the CRM)
How AI Can Help Solve for Attribution for ABM Campaigns
©2019 All RightsReserved29
Scenario 2: With AI Power Contact Capture and Creation
1 2
Contacts Created
Contact Added to the Account,
and Opportunity
Activity is Added to the
Marketing Campaign
Attribution going to Marketing’s
ABM Campaign
All Done Automatically with AI
Campaign 360
• Get more from every marketing dollar you
spend by engaging dropped business
opportunities
• Align your salesand marketing teamsand fix
processbreakdowns
• Know when a campaign isworking sooner so
you can iterate quickly and make future
investments
• Prove the true value of your campaignsby
automatically capturing all sourced and
influenced opportunities
Know exactly how many leads
and contacts have not been
engaged by Sales.
Prove ROI by capturing ALL
related Opportunities.
Fix process breakdowns by
showing Sales exactly who to
follow-up with.
Understand why a campaign
was or wasn’t effective.
“Marketers are constantly debating with sales about attribution and sourcing.
They need to look for something that offers full visibility into which campaigns are
driving opportunities and which opportunities are driving success of campaigns.
This will enable sales and marketing teams to accelerate revenue generation
inside their enterprises.”
Terry Flaherty
Senior Research Director, Demand
Marketing
What Analysts Are Saying About Campaign 360
32
Takeaways
1. Capture as much of the data as possible
2. Serve up the data into actionable intelligence
3. Sales & Marketing need to be on the same page driven
by data to hold each other accountable
34 ©2019 All RightsReserved

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Leveraging AI Driven Data To Fuel a New Generation of ABM Campaigns

  • 1. LEVERAGING AI DRIVEN DATA TO FUEL A NEW GENERATION OF ABM CAMPAIGNS Dayle Hall CMO, People.ai Kaushik Patel VP, Demand Gen & Marketing Operations, ThoughtSpot
  • 2. Leveraging AI Driven Data to Fuel a New Generation of ABM Campaigns Kaushik Patel - VP Demand Gen & Operations, ThoughtSpot Dayle Hall - CMO, People.ai AIS 2019 #ABMSUMMIT
  • 3.
  • 4.
  • 5.
  • 6. Why We’re Here Foundation for ABM = Data + Intelligence How Marketing Puts ABM + AI into Action Alignment with Sales
  • 7. Millions of dollars invested in CRM and Martech with the promise of growth and productivity 7 This promise has not been fully realized. ©2019 All RightsReserved
  • 8. ©2019 All RightsReserved8 “impact of AI technologies on business is projected to increase labor productivity by up to 40% and enable people to make more efficient use of their time.“ But… AI is the game changer Sales reps spend on average, 30 percent of their time on internal administrative activities. People are wasting time and companies are wasting money
  • 9. Customer Activity Data Is Key to ABM Success Customer Activity Data: • All Customer Contact Information • Calendar Data (Meetings, Attendees, Cancellations) • All Digital Communications (email, messaging, phone) • Salesforce Data (All History) • Customer Account History • Product Telemetry • Sales Data Activity • Marketing Campaign Analytics • Support Resource Activity • Financial Information • Sales and Marketing Rep Activity Customer Activity Data is lost due to people manually entering data, excel spreadsheets and manual processes. ©2019 All RightsReserved9
  • 10. Today’s Antiquated Approach • Only 20% of data captured = 80% is lost • Reps spend >30% of time on manual data entry = time away from selling • Low engagement with core tools like Salesforce.com Manual Entry = Data Loss Siloed and Inaccessible Data • Different systems and silos prevent enterprises from capitalizing on insights • Inability to identify or impact the right buying groups • Marketing attribution and impact is untrusted Contacts Are Missing or Not Current • On average 2 out of 12 of the relevant buyers, influencers and users captured in an opportunity • Contact data becomes outdated as people change jobs, roles, names. ©2019 All RightsReserved10
  • 11. 1 Opportunity 2 of 12 Contacts Captured 1000 Opportunities 2,000 of 12,000 Contacts Captured Example: Contacts Captured from Each Opportunity Manual Entry = Data Loss Siloed and Inaccessible Data Contacts Are Missing or Not Current Engaging only 20% of the buying group and influencers (losing 10,000 contacts) Imagine What That Could Mean for Your Team ©2019 All RightsReserved11
  • 12. Automated Data Capture and Population of CRM Cross-system Data Intelligence Complete, Self Healing Contact Database How AI Provides Better Data for ABM ©2019 All RightsReserved12 • Automated Capture of All Customer Activity Data • Populate CRM - Right Context, Right Opportunity and Decision Field • Increased Engagement and trusted data in tools • Data Across Systems, Silos and Processes - Matching Algorithms to Provide Actionable Intelligence in the Right Context • Identify and Target the Right Buying Groups with the Right Content • Real-time Marketing Attribution • Automated Capture of Contacts Using Signature Scanning, Calendar Contacts, CC’s and NLP • Capture All Relevant Buyers, Influencers and Users (Pre & Post Sale) for every opportunity • Dynamically Update Contact Database Data drives results - AI to capture all data, and automatically match the right people to the right accounts, opportunities, and CAMPAIGNS!!
  • 13. Kaushik Patel VP of Demand Gen and Marketing Operations
  • 14. Search & AI-Driven Analytics Next Generation Analytics Platform for the Enterprise
  • 15. Team Technology Customers Search + Enterprise Search & AI-Driven Analytics Platform Mid-to-large Enterprise Palo Alto, CA Headquarters $306M Funding Magic Quadrant Leader RELATIONAL SEARCH AUTOMATED INSIGHTS ThoughtSpot Overview
  • 17. 2015 2017 Today Phase 1 - ABM Foundation Phase 2 - Tracking & Segmentation Phase 3 - Optimize with AI Our Journey
  • 21. Performance Win Field Sales SDR Org Channel Field Marketing Digital Marketing Management CAMPAIGNS ?
  • 23. Today Account Opportunity SALS MQLs Activity Tracking Prospects (Leads & Contacts 100% Automated Activity Tracking - No manual entry - Forward-looking insights - Integrated with 3rd party tools - Heatmaps – follow- ups & prospecting Contact Coverage & Buildup - Net new contacts based on activity - Lead → Contact Role (campaign attribution!) - Impact on attribution reporting
  • 24. 100% Activity Capture ● Account ● Opportunity ● Account/market penetration based on hard data AI fuels our next level ABM campaigns Reach & Coverage ● 10-20x the Contacts created per month ● Tripled the size of our Contact Database in 6 months ● 40 - 80 leads converted to contact roles weekly Attribution ● Leads to more precise measurement ● Improved decisions on marketing spend/results
  • 25. Salesforce | Marketo Google Analytics | Jira Media Spend | People.ai ETL ThoughtSpot on ThoughtSpot
  • 26. The Last Piece - Sales & marketing alignment
  • 27. AI + ABM = Attribution ©2019 All Rights Reserved True attribution is dependent on the data Creating the right contact, to campaign, to opportunity and showing it close. Full attribution comes when you know what sales is doing with the leads that you create. Looking at the same data and sharing wins, drives Alignment with Sales 27
  • 28. Marketing Is Sending Direct Mails To Your Target Account List The Boss of a Prospect Who Received a Direct Mail Calls Your Sales Rep Directly -- Closes a deal How AI Can Help Solve for Attribution for ABM Campaigns ©2019 All RightsReserved28 Scenario 1: ABM Without AI Power Contact Capture and Creation 1 2 Sales doesn’t track or capture activity Close Won Deal! = Yay! Direct Mail Attribution = None In this scenario, marketing gets zero credit or influence if this prospect buys.
  • 29. Marketing Is Sending Direct Mails To Your Target Account List The Boss of a Prospect Who Received a Direct Mail Calls Your Sales Rep Directly -- Closes a deal (Automatically Added to the CRM) How AI Can Help Solve for Attribution for ABM Campaigns ©2019 All RightsReserved29 Scenario 2: With AI Power Contact Capture and Creation 1 2 Contacts Created Contact Added to the Account, and Opportunity Activity is Added to the Marketing Campaign Attribution going to Marketing’s ABM Campaign All Done Automatically with AI
  • 30. Campaign 360 • Get more from every marketing dollar you spend by engaging dropped business opportunities • Align your salesand marketing teamsand fix processbreakdowns • Know when a campaign isworking sooner so you can iterate quickly and make future investments • Prove the true value of your campaignsby automatically capturing all sourced and influenced opportunities
  • 31. Know exactly how many leads and contacts have not been engaged by Sales. Prove ROI by capturing ALL related Opportunities. Fix process breakdowns by showing Sales exactly who to follow-up with. Understand why a campaign was or wasn’t effective.
  • 32. “Marketers are constantly debating with sales about attribution and sourcing. They need to look for something that offers full visibility into which campaigns are driving opportunities and which opportunities are driving success of campaigns. This will enable sales and marketing teams to accelerate revenue generation inside their enterprises.” Terry Flaherty Senior Research Director, Demand Marketing What Analysts Are Saying About Campaign 360 32
  • 33. Takeaways 1. Capture as much of the data as possible 2. Serve up the data into actionable intelligence 3. Sales & Marketing need to be on the same page driven by data to hold each other accountable
  • 34. 34 ©2019 All RightsReserved