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FROM ZERO TO HERO:
STARTING AND SCALING B2B
PERSONALIZATION
Arun Sivashankaran
CEO, FunnelEnvy
arun@funnelenvy.com
@funnelenvy
Takeshi Young
Web Marketing Lead, Optimizely
takeshi@optimizely.com
@takeshiyoung
Personalization Goal
Increase conversions for highest value
customers (accounts) through highly
relevant campaigns that lead to
engagement
✓ Which customers are most valuable
and how do we identify them?
✓ What KPIs are we optimizing for and
what engagements lead to them?
✓ What are the most effective campaigns
that will lead to these engagements?
2
Content Context
Value
P13N
Establishing Value
3
Lead Value
(non-target acct)
$2,000
Lead Value
(target acct)
$20,000
Lead Mix
(Non Target / Target)
90% / 10%
Weighted Lead Value $5,600
No Personalization
Lead Value
(non-target acct)
$2,000
Lead Value
(target acct)
$20,000
Lead Mix
(Non Target / Target)
50% / 50%
Weighted Lead Value $11,000
Personalization
Two Primary Axes
✓ Segmentation
– Account
– Individual
✓ Engagement
– Content
– Offline / Events
– Stages
4
Value
Engagement
Account Based Segmentation
✓ Target accounts & tiers
✓ Industry
✓ Company size
✓ Technologies
✓ Existing customers
Segmentation & Engagement
5
Leads
MQL / SQL
Opportunities
Expansion
Renewal / Churn
Individual
Account
Evaluating Conversion Rates
7
Conversion Rate = 10%entrances
completions
TOFU (tcompletion - tentrance ~ 0)
BOFU (tcompletion - tentrance >> 0)
Example: Visitor -> SAL CR over 12 weeks
8 weeks average to convert
wk 1
wk 2
wk 11
wk 12
…
11 weeks of opportunity
< 1 week of opportunity
Wk 1 Wk 2 Wk 3 Wk 12
ConversionRate
Time
Time based cohorts
Wk 1 Wk 2
Wk 3 Wk 11
t
Evaluating Audiences
8
1 2 3 4
Conversionrate
Time based Cohort
Conversion Rate by Audience at t
Strategic
Enterprise
Automotive
Healthcare
Opportunities across the customer journey
9
Use Case KPIs
Content personalization based on firmographics (e.g. industry) &
individual (e.g. role)
Account
engagement
Real time lead nurture MQL
Differentiated experiences for existing customers Expansions,
renewals, churn
Trial conversions, onboarding experience Retention, churn
Cross channel experiences (incl retargeting, chat) Any
Homepage Industry Personalization
10
TOFU: Gated Content
11
Personalized Promotions
12
Real Time Content Nurture
13
Segmentation by lead score and personalization by
vertical to drive incremental engagement to MQL
Default B2B Retail Travel
Existing Customers
14
Standard Homepage
Existing Customer
Getting Started Tips
1. Reuse existing content
1. Personalize high value segments with existing
content on high traffic, “generic” pages
2. Focus on high leverage opportunities for engagement
1. Pricing pages, high traffic pages
3. Understand addressable traffic
1. By audience, opportunity stage, impact
4. Define data integration & activation strategy
15
ABM Tiers
16
Personalized Hero Image
17
Request Demo Page
18
Chat Experiment
19
PPC Landing Page
20
Personalized Logos
21
Personalized Content
22
Lower Tier Visitors
23
Other Personalization
24
Scaling Personalization
25
Extensions
26
Leveraging 1st Party Data
27
Designing w/ P13n in Mind
✓ Modular design
✓ Data attributes
✓ Personalization mentality
28
Modular Design
29
Data Attributes
30
Personalization Mentality
31
Scaling: Process
✓ Strategy - Focus on high
value opportunities
✓ Research - Evidence to
support hypotheses
✓ Experimentation - Optimize
for time to learning
✓ Analysis & Attribution
32
Scaling: Rules Based Personalization
33
✓ Challenges with rules based
personalization
✓ Segmentation with a variety of data
sources
✓ Number of rules to manage
✓ Number of campaigns & engagements
to optimize for
✓ Static model - Not flexible to
accommodate changes or down funnel
outcomes without human intervention
34
Data Activation Challenge
1st Party
CRM
Marketing
Automation
Internal
Behavioral
Activity
3rd Party
Reverse IP Cookie
Data Activation Strategy:
Account & Individual
✓ Unified segmentation
✓ Identity management
✓ Real Time performance
✓ Decisioning / Insights
– Audiences
– Engagements
✓ Outcome reporting
– Attribution
Predictive Personalization in B2B
35
✓ Augmented intelligence - Marketers focus on the creative
elements (UX) while automating analytical decisioning (segments,
engagements, traffic)
✓ Must work in conjunction with rules based
✓ Adapts to changing conditions and down funnel outcomes without
human intervention
Propensity
Likelihood that
certain audiences
will convert based
on previous
engagements
Prediction
Audiences &
engagements that will
maximize conversion
outcomes
Learning
Model updated in real
time based on
attribution
QUESTIONS / DISCUSSION
Arun Sivashankaran
CEO, FunnelEnvy
arun@funnelenvy.com
@funnelenvy
Takeshi Young
Web Marketing Lead, Optimizely
takeshi@optimizely.com
@takeshiyoung

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From Zero to Hero: Starting and Scaling B2B Personalization

  • 1. FROM ZERO TO HERO: STARTING AND SCALING B2B PERSONALIZATION Arun Sivashankaran CEO, FunnelEnvy arun@funnelenvy.com @funnelenvy Takeshi Young Web Marketing Lead, Optimizely takeshi@optimizely.com @takeshiyoung
  • 2. Personalization Goal Increase conversions for highest value customers (accounts) through highly relevant campaigns that lead to engagement ✓ Which customers are most valuable and how do we identify them? ✓ What KPIs are we optimizing for and what engagements lead to them? ✓ What are the most effective campaigns that will lead to these engagements? 2 Content Context Value P13N
  • 3. Establishing Value 3 Lead Value (non-target acct) $2,000 Lead Value (target acct) $20,000 Lead Mix (Non Target / Target) 90% / 10% Weighted Lead Value $5,600 No Personalization Lead Value (non-target acct) $2,000 Lead Value (target acct) $20,000 Lead Mix (Non Target / Target) 50% / 50% Weighted Lead Value $11,000 Personalization
  • 4. Two Primary Axes ✓ Segmentation – Account – Individual ✓ Engagement – Content – Offline / Events – Stages 4 Value Engagement
  • 5. Account Based Segmentation ✓ Target accounts & tiers ✓ Industry ✓ Company size ✓ Technologies ✓ Existing customers Segmentation & Engagement 5
  • 7. Evaluating Conversion Rates 7 Conversion Rate = 10%entrances completions TOFU (tcompletion - tentrance ~ 0) BOFU (tcompletion - tentrance >> 0) Example: Visitor -> SAL CR over 12 weeks 8 weeks average to convert wk 1 wk 2 wk 11 wk 12 … 11 weeks of opportunity < 1 week of opportunity Wk 1 Wk 2 Wk 3 Wk 12 ConversionRate Time Time based cohorts Wk 1 Wk 2 Wk 3 Wk 11 t
  • 8. Evaluating Audiences 8 1 2 3 4 Conversionrate Time based Cohort Conversion Rate by Audience at t Strategic Enterprise Automotive Healthcare
  • 9. Opportunities across the customer journey 9 Use Case KPIs Content personalization based on firmographics (e.g. industry) & individual (e.g. role) Account engagement Real time lead nurture MQL Differentiated experiences for existing customers Expansions, renewals, churn Trial conversions, onboarding experience Retention, churn Cross channel experiences (incl retargeting, chat) Any
  • 13. Real Time Content Nurture 13 Segmentation by lead score and personalization by vertical to drive incremental engagement to MQL Default B2B Retail Travel
  • 15. Getting Started Tips 1. Reuse existing content 1. Personalize high value segments with existing content on high traffic, “generic” pages 2. Focus on high leverage opportunities for engagement 1. Pricing pages, high traffic pages 3. Understand addressable traffic 1. By audience, opportunity stage, impact 4. Define data integration & activation strategy 15
  • 28. Designing w/ P13n in Mind ✓ Modular design ✓ Data attributes ✓ Personalization mentality 28
  • 32. Scaling: Process ✓ Strategy - Focus on high value opportunities ✓ Research - Evidence to support hypotheses ✓ Experimentation - Optimize for time to learning ✓ Analysis & Attribution 32
  • 33. Scaling: Rules Based Personalization 33 ✓ Challenges with rules based personalization ✓ Segmentation with a variety of data sources ✓ Number of rules to manage ✓ Number of campaigns & engagements to optimize for ✓ Static model - Not flexible to accommodate changes or down funnel outcomes without human intervention
  • 34. 34 Data Activation Challenge 1st Party CRM Marketing Automation Internal Behavioral Activity 3rd Party Reverse IP Cookie Data Activation Strategy: Account & Individual ✓ Unified segmentation ✓ Identity management ✓ Real Time performance ✓ Decisioning / Insights – Audiences – Engagements ✓ Outcome reporting – Attribution
  • 35. Predictive Personalization in B2B 35 ✓ Augmented intelligence - Marketers focus on the creative elements (UX) while automating analytical decisioning (segments, engagements, traffic) ✓ Must work in conjunction with rules based ✓ Adapts to changing conditions and down funnel outcomes without human intervention Propensity Likelihood that certain audiences will convert based on previous engagements Prediction Audiences & engagements that will maximize conversion outcomes Learning Model updated in real time based on attribution
  • 36. QUESTIONS / DISCUSSION Arun Sivashankaran CEO, FunnelEnvy arun@funnelenvy.com @funnelenvy Takeshi Young Web Marketing Lead, Optimizely takeshi@optimizely.com @takeshiyoung