4 steps to abm success with predictive analytics

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ABM & Predictive

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Page 1: 4 Steps to ABM Success with Predictive Analytics

ABM & Predictive

Page 2: 4 Steps to ABM Success with Predictive Analytics

Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE

Charlie LiangDirector of Marketing

Engagio

Sean ZinsmeisterSenior Director of

MarketingInfer

MEET THE PRESENTERS:

Page 3: 4 Steps to ABM Success with Predictive Analytics
Page 4: 4 Steps to ABM Success with Predictive Analytics

ACCOUNT SELECTION

Page 5: 4 Steps to ABM Success with Predictive Analytics

Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE

Funnel Trifecta – Target Accounts in Context

Engagio’s Funnels

Funnel 1Target

Accounts

Funnel 2Qualified,

Non-Target

Funnel 3Non-Qualified,

Non-Target

ICP@CharlieCLiang @Engagio

Page 6: 4 Steps to ABM Success with Predictive Analytics

Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE

Further break out Target Accounts into Tiers

Tiers of Target Accounts

Funnel 1Target

Accounts

@CharlieCLiang @Engagio

Page 7: 4 Steps to ABM Success with Predictive Analytics

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 levelspent on tiers, but it allows you to gain valuable insight into the effectivenessof 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

Page 8: 4 Steps to ABM Success with Predictive Analytics

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

Page 9: 4 Steps to ABM Success with Predictive Analytics

Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE

Who Selects Target Accounts?

Target Account Committee

Execs

Sales Marketing

Predictive

@CharlieCLiang @Engagio

Page 10: 4 Steps to ABM Success with Predictive Analytics

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

Page 11: 4 Steps to ABM Success with Predictive Analytics

What is Predictive Analytics?

Actionable Intelligence for

Sales & Marketing Machine Learning Thousands of external

data points

Keywords: ● Machine Learning ● Data Science ● Predictive Analytics● AI

Page 12: 4 Steps to ABM Success with Predictive Analytics

Predictive is the Line Judge

Send to Sales

Do Not Work

Page 13: 4 Steps to ABM Success with Predictive Analytics

Account Scoring

Personas

Hyper- Segmentation

Behavior Scoring

Page 14: 4 Steps to ABM Success with Predictive Analytics

PRIORITIZATION

Page 15: 4 Steps to ABM Success with Predictive Analytics

Sales Prioritization

Effort Spent on Bad Accounts Before Predictive

Effort per Account Return on Effort

Page 16: 4 Steps to ABM Success with Predictive Analytics

Sales Prioritization

Effort per Account Return on Effort

Shift Wasted Energy Into More Profitable Endeavors

Page 17: 4 Steps to ABM Success with Predictive Analytics

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

Page 18: 4 Steps to ABM Success with Predictive Analytics

+50%total opportunities

YoY

2xincrease in meetings

scheduled

+11%increase in average

lead quality

Page 19: 4 Steps to ABM Success with Predictive Analytics

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

Page 20: 4 Steps to ABM Success with Predictive Analytics

TERRITORY PLANNING

Page 21: 4 Steps to ABM Success with Predictive Analytics
Page 22: 4 Steps to ABM Success with Predictive Analytics
Page 23: 4 Steps to ABM Success with Predictive Analytics

FINDING NEW ACCOUNTS

Page 24: 4 Steps to ABM Success with Predictive Analytics

TAM Analysis

SOMgood fit

accounts in CRM

SAMnet-new accounts

not in CRM

TAMtotal addressable

market

Page 25: 4 Steps to ABM Success with Predictive Analytics

A-

Accounts

Open Architecture for Net-New

Page 26: 4 Steps to ABM Success with Predictive Analytics

Mike LeydenVP 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 BrancaccioDirector of Sales Development

Expansion

Strategies

Page 27: 4 Steps to ABM Success with Predictive Analytics

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

Page 28: 4 Steps to ABM Success with Predictive Analytics

ENGAGEMENT & CAMPAIGN EXECUTION

Page 29: 4 Steps to ABM Success with Predictive Analytics

Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE

What to do after choosing accounts?

After Target Account Selection

@CharlieCLiang @Engagio

Page 30: 4 Steps to ABM Success with Predictive Analytics

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

Page 31: 4 Steps to ABM Success with Predictive Analytics

Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE

Team Marketing and Selling = WINNING

Key to winning: Team Selling

@CharlieCLiang @Engagio

Page 32: 4 Steps to ABM Success with Predictive Analytics

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 EventsDirect Mail

Ads

@CharlieCLiang @Engagio

Page 33: 4 Steps to ABM Success with Predictive Analytics

Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE

Content in a Account Based Everything world

Evolution of Content in an ABM World

@CharlieCLiang @Engagio

Page 34: 4 Steps to ABM Success with Predictive Analytics

Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE

ABM vs. Demand Gen Content

Difference between DG & ABM

Demand Gen Content ABM Content

@CharlieCLiang @Engagio

Page 35: 4 Steps to ABM Success with Predictive Analytics

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

Page 36: 4 Steps to ABM Success with Predictive Analytics

ABM Retargeting Campaigns

Retargeting A and B-Accounts

Strengthened sales & marketing alignment

Focused and optimized advertising spend on account strategy

Chris TurleyHead of Revenue Ops

Page 37: 4 Steps to ABM Success with Predictive Analytics

MEASUREMENT

Page 38: 4 Steps to ABM Success with Predictive Analytics

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

Page 39: 4 Steps to ABM Success with Predictive Analytics

Copyright ©2016, Engagio Inc. CONFIDENTIAL – DO NOT DISTRIBUTE

How to Measure ABM Campaigns

6 KPIs for ABM Campaigns

@CharlieCLiang @Engagio

Page 40: 4 Steps to ABM Success with Predictive Analytics

Analyze Sales Development Outreach

Page 41: 4 Steps to ABM Success with Predictive Analytics

Stay on Top of Active & Inactive Sales Opportunities

Page 42: 4 Steps to ABM Success with Predictive Analytics

FIT BEHAVIOR

Do you LOOK like a buyer? Do you ACT like a buyer?

Page 43: 4 Steps to ABM Success with Predictive Analytics

Fit vs Behavior

Window 1 Window 2 Window 3 Window 4

Fit

Behavior

Time

0

A

3

A

3

A

2

A

1

Page 44: 4 Steps to ABM Success with Predictive Analytics

Fit vs Behavior

Time0

ActivityA

3

A

3

A

2

A

1

Page 45: 4 Steps to ABM Success with Predictive Analytics

CRMMarketing Automation

Page 46: 4 Steps to ABM Success with Predictive Analytics
Page 47: 4 Steps to ABM Success with Predictive Analytics

Measuring ABM Program Effectiveness

Page 48: 4 Steps to ABM Success with Predictive Analytics

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 EzzoVP Demand Gen

Page 49: 4 Steps to ABM Success with Predictive Analytics

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

Page 50: 4 Steps to ABM Success with Predictive Analytics

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

Page 51: 4 Steps to ABM Success with Predictive Analytics

Q&A

Page 52: 4 Steps to ABM Success with Predictive Analytics

APPENDIX

Page 53: 4 Steps to ABM Success with Predictive Analytics

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 DistributedNet-New Good Leads

SEQUENCES/PLAYS

CUSTOMAUDIENCES

Sales

Queue

DIRECTMAIL

Page 54: 4 Steps to ABM Success with Predictive Analytics

Outbound / ABM Nurture

Zoom Info

Data.com

Inside View

Net-New Accounts

Net-New Contacts

Good

Prospects

ABM Air Cover Account-BasedSales Development

Conversions

Page 55: 4 Steps to ABM Success with Predictive Analytics

Outbound / ABM Nurture

Account-BasedSales Development Good

Prospects

Engagio

Sales AutomationSEQUENCES/PLAYS

Sales

Queue

Page 56: 4 Steps to ABM Success with Predictive Analytics

Outbound / ABM Nurture

CMO

Welcome“Problem

Statement”

Exec Track 02

Exec Track 03

MKT OPs

Welcome“Problem

Statement”

MOPS Track 02

MOPS Track 03

SalesOps

Welcome“Problem

Statement”

SOPS Track 02

SOPS Track 03

MKT Analyst

Welcome“Problem

Statement”

AnalystProduct Education

AnalystCustomer Credibility

Analyst“Contact Me”

Recycle Program

Page 57: 4 Steps to ABM Success with Predictive Analytics

Outbound / ABM Nurture

ABM Air Cover Good

Prospects

DemandBase

Google

Twitter

PFL

MailLift

Facebook

Evenly DistributedNet-New Good LeadsCUSTOM

AUDIENCES

Sales

Queue

DIRECTMAIL

AdRoll

Page 58: 4 Steps to ABM Success with Predictive Analytics

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 DistributedNet-New Good Leads

SEQUENCES/CADENCES

CUSTOMAUDIENCES

Sales

Queue

DIRECTMAIL