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Brad Yee
Sr. Strategy Consultant
Reduce Customer
Acquisition Costs and
Optimize Advertising Spend
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Housekeeping
Brad helps leading organizations use data
with purpose to drive quantifiable business
impact. He facilitates the transformation of
mindsets, drives the cultural shift for
product teams, and encourages the
replacement of digital guesswork with
evidence-based optimization.
Opticon Education Day Leader
Led courses at Opticon on Full Stack
Testing and Scaling Experimentation.
Selected experience
Customers
Brad Yee
Sr. Strategy Consultant,
US
Education & Certification
Duke University
Master of Engineering,
Engineering Management
UC San Diego
Bachelor of Science, Civil
Engineering
Areas of expertise &
industry
Strategy Consultant, Optimizely
Advise enterprise customers on
implementation of experimentation
programs through Optimizely’s
technologies
Digital Transformation Consultant,
Capgemini
Driving a multi-disciplinary project
team of IT and Business stakeholders
to develop a digital strategy
Roll-out and Enablement
Instills best experimentation
methodology practices with
teams to ensure strong
hypotheses and analysis.
4
Strategy Consultant, Professional Services
Who we are:
Strategy experts provide insights, guidance, and best practices on our
Customer’s optimization program to ensure long-term success and
accelerate speed to value
Examples of what we do:
• Advise on optimization roadmap using Optimizely’s frameworks
• Provide expert ideation, optimization process, and program management
tools
• Define key experiment metrics, integrations, and audience types to be
implemented
Why Strategy?
5
https://www.optimizely.com/outperform-webinar-series/
● What are Customer Acquisition
Costs and why do we care about it?
● What are the strategies and
examples to optimize the Marketing
Costs associated with CAC?
● What are the strategies and
examples to optimize the Sales
Costs associated with CAC?
● Did we find the best solution?
Agenda
Reduce Customer
Acquisition Costs and
Optimize Advertising
Spend
7
What is a Customer
Acquisition Cost and why
do we care about it?
8
CAC Definition
CAC =
Total Cost of Sales & Marketing
# of Customers Acquired
EQUATION:
What are the levers
that affect CAC?
What are the levers experiment
opportunities that affect CAC?
11
● Visually analyzes the entire
site’s opportunity to weigh
opportunity cost
● Allows teams to explicitly
align testing goals to
business goals; keeps ideas
tightly focused
● Strategic foundation for
creative brainstorming
*Orange = KPIs that can be
influenced by digital optimization via
Optimizely
Goal Tree
Revenue:
$2.0m
Revenue Per
Visitor:
$1.00
Average
Order Value:
$50.00
Average
quantity:
2.00
Average Price
per Unit:
$25.00
Conversion
Rate:
2.00%
Add to Cart
Cart
Checkout
Rate
Visitors:
2.0m
User
acquisition:
1.5m
User retention
33%
But we’re not here to talk about Purchases or Add-to-Cart!
12
Goal Tree - Customer Acquisition Cost for E-Commerce
*Orange = KPIs that can be influenced by
digital optimization via Optimizely
Skip or move fast
13
Goal Tree - Customer Acquisition Cost for E-Commerce
*Orange = KPIs that can be influenced by
digital optimization via Optimizely
Skip or move fast
14
Goal Tree - Customer Acquisition Cost for E-Commerce
*Orange = KPIs that can be influenced by
digital optimization via Optimizely
15
Goal Tree - Customer Acquisition Cost for E-Commerce
*Orange = KPIs that can be influenced by
digital optimization via Optimizely
16
Goal Tree - Customer Acquisition Cost for E-Commerce
*Orange = KPIs that can be influenced by
digital optimization via Optimizely
17
How would this look for a B2B
or SaaS Company?
Skip or move fast
18
Goal Tree - Customer Acquisition Cost for B2B
*Orange = KPIs that can be influenced by
digital optimization via Optimizely
Skip or move fast
19
Goal Tree - Customer Acquisition Cost for SaaS
*Orange = KPIs that can be influenced by
digital optimization via Optimizely
Skip or move fast
20
Lets drill down into the cost-side
21
Goal Tree - Customer Acquisition Cost
22
• Advertising through
paid marketing
channels
• Customer referral
programs
• Free trial programs
• Promotions
Goal Tree - Focus on Acquisition Cost
Marketing Costs
• Sales support call
centers
• Partnerships and
Alliances
Sales Costs
Skip or move fast
23
Importance of CAC and its influence on
Lifetime Value
24
Visualizing CAC and LTV
CAC
Profit
Time
25
Visualizing CAC and LTV
CAC
Payback
CAC
Profit
Time
26
Visualizing CAC and LTV
Churn
CAC
Payback
CAC
Profit
Time
Net LTV
27
Visualizing CAC and LTV:
Reducing CAC = Faster CAC Payback, Higher LTV
Net LTV
Churn
CAC
Payback
CAC
28
Visualizing CAC and LTV:
Increasing CAC = Longer CAC Payback, Lower LTV
Net LTV
Churn
CAC
Payback
CAC
29
What are some experiment
strategies to optimize Marketing
Costs?
30
• Advertising through
paid marketing
channels
• Customer referral
programs
• Free trial programs
• Promotions
Focus on Optimizing Acquisition Costs
Marketing Costs
• Sales support call
centers
• Partnerships and
Alliances
Sales Costs
31
Strategy 1:
Optimize landing pages to convert paid
traffic and optimize our advertising spend
32
• Advertising through
paid marketing
channels
• Free trial programs
• Customer referral
programs
• Promotions
Focus on Optimizing Acquisition Costs
Marketing Costs
• Sales support call
centers
• Partnerships and
Alliances
Sales Costs
33
Strategies and Tactics applied to Landing Page Optimization
Landing Page
Optimization
Symmetric
Messaging
Wording /
messaging
Unique hero
imagery
Design /
color /
iconography
Reducing steps
in process
Reduce
questions /
steps
Pre-fill data
Limit number
of choices
Communicate
Unique Selling
Points
Select/target
the right
USP’s
Refine the
messaging
Communicat
e visually
Design Intuitive
Navigation
Use a clear,
consistent
layout
Structure,
naming, and
order of
sections
Use
iconography
Market Products
Effectively
Test ideal
product
visuals
Use the right
review
systems
Find ideal
description
text / length
Build a Sense of
Urgency
Show
quantity left
Push
temporary
offers
Promote
buying
before set
times
Goal
Strategies
Tactics
34
Strategies and Tactics applied to Landing Page Optimization
Landing Page
Optimization
Symmetric
Messaging
Wording /
messaging
Goal
Strategies
Tactics
35
What is Symmetric Messaging?
Control Experiment Variations
36
Symmetric Messaging
>90% statistical
significance
40% Lift
Form Submits
37
Strategies and Tactics applied to Landing Page Optimization
Landing Page
Optimization
Symmetric
Messaging
Wording /
messaging
Unique hero
imagery
Design /
color /
iconography
Reducing steps
in process
Reduce
questions /
steps
Pre-fill data
Limit number
of choices
Communicate
Unique Selling
Points
Select/target
the right
USP’s
Refine the
messaging
Communicat
e visually /
leverage CTA
Design Intuitive
Navigation
Use a clear,
consistent
layout
Structure,
naming, and
order of
sections
Use
iconography
Market Products
Effectively
Test ideal
product
visuals
Use the right
review
systems
Build
Trust/Social
Proof
Build a Sense of
Urgency
Show
quantity left
Push
temporary
offers
Promote
buying
before set
times
Goal
Strategies
Tactics
38
Landing Page Optimization: Strategy to Build Trust/Social Proof
● Social-validation, “you're not alone in your
financial situation”
● Build as sense of urgency; people are being
approved right now
● Lots of money borrowed, we are definitely
trusted
● Additional social-proof and credibility
39
Strategy 2
Optimizing Free Trial Programs
40
• Advertising through
paid marketing
channels
• Free trial programs
• Customer referral
programs
• Promotions
Focus on Optimizing Acquisition Costs
Marketing Costs
• Sales support call
centers
• Partnerships and
Alliances
Sales Costs
41
Classpass Win Back Experiment Example
Experiment Background
● Winback campaign offers a free re-trial period
targeting inactive members
● Experiment tested increasing the free trial
period from 1 to 2 weeks
Hypothesis
If we extend our winback offer by 1 to 2 weeks
We will see our reactivation rates increase
Because members have more time to experience
new classes
Measurement of success: Increase in reactivations
need to offset the costs with the increase duration of
the free trial
Enjoy 2 weeks freeEnjoy 1 week free
42
Classpass Win Back Experiment Example
Optimizely Results Page Results
● Extending winback lifted
reactivations by 25%
>90% statistical
significance
25% Lift
Reactivations
(Free trial)
>90% statistical
significance
19% Lift
Retained
members
● But was this enough to
offset the costs with an
additional 1 week trial?
To uncover this, we need
to explore Customer
Acquisition Costs (CAC)
43
Classpass Win Back Experiment Example
V1: Control V2: Extended Offer
Reactivated Free Trial 100 125 +25%
Cost of Goods (COGS)
Retained After Free Trial
Average CAC
44
Classpass Win Back Experiment Example
V1: Control V2: Extended Offer
Reactivated Free Trial 100 125 +25%
Cost of Goods (COGS) $15,000
(avg $150 per customer)
$24,375
(avg $195 per
customer)
+30%
Increase in class
redemptions
Retained After Free Trial
Average CAC
45
Classpass Win Back Experiment Example
V1: Control V2: Extended Offer
Reactivated Free Trial 100 125 +25%
Cost of Goods (COGS) $15,000
(avg $150 per customer)
$24,375
(avg $195 per
customer)
+30%
Increase in class
redemptions
Retained After Free Trial 80 95 +19%
Average CAC
46
Classpass Win Back Experiment Example
V1: Control V2: Extended Offer
Reactivated Free Trial 100 125 +25%
Cost of Goods (COGS) $15,000
(avg $150 per customer)
$24,375
(avg $195 per
customer)
+30%
Increase in class
redemptions
Retained After Free Trial 80 95 +19%
Average CAC $187.50 $256.58 +37% relative
47
Classpass Win Back Experiment Example
V1: Control V2: Extended Offer
Reactivated Free Trial 100 125 +25%
Cost of Goods (COGS) $15,000
(avg $150 per customer)
$24,375
(avg $195 per
customer)
+30%
Increase in class
redemptions
Retained After Free Trial 80 95 +19%
Average CAC $187.50 $256.58 +37% relative
Average CAC increased, but we should be more concerned with Marginal CAC!
48
Classpass Win Back Experiment Example
Marginal CAC = $625 > ⅓ Lifetime Value (LTV)
Experiment is a Loser
V1: Control V2: Extended Offer
Reactivated Free Trial 100 125 +25%
Cost of Goods (COGS) $15,000
(avg $150 per customer)
$24,375
(avg $195 per
customer)
+30%
Increase in class
redemptions
Retained After Free Trial 80 95 +19%
Average CAC $187.50 $256.58 +37% relative
Marginal CAC
CAC to acquire the “next 15
members”
---
($24,375 - $15,000) /15=
$625
49
Benchmark for
LTV:CAC is
3:1
CAC Payback Model
LTV
Churn
1
3
CAC
50
Benchmark for
LTV:CAC is
3:1
CAC Payback Model
LTV
Churn
CAC
>1
<3
51
Growth at any cost is a recipe for disaster
52
Strategy 3
Optimizing Referral Programs
53
• Advertising through
paid marketing
channels
• Free trial programs
• Customer referral
programs
• Promotions
Focus on Optimizing Acquisition Costs
Marketing Costs
• Sales support call
centers
• Partnerships and
Alliances
Sales Costs
54
A/B Testing Referral Sign-ups
Conversion Rate
Symmetric
Messaging
Wording /
messaging
Unique hero
imagery
Design /
color /
iconography
Reducing steps
in process
Reduce
questions /
steps
Pre-fill data
Limit number
of choices
Communicate
Unique Selling
Points
Select/target
the right
USP’s
Refine the
messaging
Communicat
e visually /
leverage CTA
Design Intuitive
Navigation
Use a clear,
consistent
layout
Structure,
naming, and
order of
sections
Use
iconography
Market Products
Effectively
Test ideal
product
visuals
Personalize
to the
persona
Build
Trust/Social
Proof
Build a Sense of
Urgency
Show
quantity left
Push
temporary
offers
Promote
buying
before set
times
Goal
Strategies
Tactics
To increase Referral program usage, same CRO
principles
… but what if we wanted to test variable components
(e.g. Referral Incentive amounts)
55
A/B Testing Referral Bonus Amounts
Hypothesis
If we increase our referral offer from $300 to $400 for
the referring customer in addition to $100 for the
new member (double-sided incentive)
We will increase new member sign-ups via the
referral program
Because members will have an even larger financial
incentive to refer a friend
*Measurement of success: Increase in new
member sign-ups need to offset the costs of the
increase referral offer
56
A/B Testing Referral Bonus Amounts
V0 (Control):
$300/$100 Referral
Offer
V1:
$400/$100 Referral
Offer
Referred New Members
with Funded Account within 14 days
100
180
+80%
Cost of Referral
$300 for referral, $100 for new member
Average CAC
Marginal CAC
57
A/B Testing Referral Bonus Amounts
V0 (Control):
$300/$100 Referral
Offer
V1:
$400/$100 Referral
Offer
Referred New Members
with Funded Account within 14 days
100
180
+80%
Cost of Referral
$300 for referral, $100 for new member
$40,000 $90,000
Average CAC
Marginal CAC
58
A/B Testing Referral Bonus Amounts
V0 (Control):
$300/$100 Referral
Offer
V1:
$400/$100 Referral
Offer
Referred New Members
with Funded Account within 14 days
100
180
+80%
Cost of Referral
$300 for referral, $100 for new member
$40,000 $90,000
Average CAC $400 $500
Marginal CAC
59
A/B Testing Referral Bonus Amounts
V0 (Control):
$300/$100 Referral Offer
V1:
$400/$100 Referral
Offer
Referred New Members
with Funded Account within 14 days
100
180
+80%
Cost of Referral
$300 for referral, $100 for new member
$40,000 $90,000
Average CAC $400 $500
Marginal CAC --
($90,000 - $40,000) / 80=
$625
60
A/B Testing Referral Bonus Amounts
V0 (Control):
$300 Referral Offer
V1:
$400 Referral Offer
Referred New Members
with Funded Account within 14 days
100
180
+80%
Cost of Referral
$300 for referral, $100 for new member
$40,000 $90,000
Average CAC $400 $500
Marginal CAC --
($90,000 - $40,000) / 80=
$625
Marginal CAC = $625 < ⅓ Lifetime Value (LTV)
Winner! (Hypothetical)
61
What are some strategies to
reduce Sales Support Costs?
62
Strategy 1:
Optimize the sales support process
63
• Advertising through
paid marketing
channels
• Free trial programs
• Customer referral
programs
• Promotions
Focus on Optimizing Acquisition Costs
Marketing Costs
• Sales support
teams
• Partnerships and
Alliances
Sales Costs
64
Optimizely Example: Chat Bot on the Sales Contact Pages
Goal
● Improve the experience of the Contact page
● Allow a known/qualified lead the ability to directly schedule a call with sales team
● Reduce funneling unqualified leads to our sales support team
Hypothesis
If we trigger the Drift bot on the Contact page and personalize the bot based on the firmographics, so that for each of
these firmographics we’d provide the associated options:
● Known/qualified lead: Provide an a way to contact and schedule a meeting with sales team immediately
● Known/unqualified lead - Verify visitor's country and then qualify
● Unknown lead - Qualify before putting them into contact flow
We will increase $ ACV, Lead + MQL volume in our pipeline (with the same sales workforce)
Because we will fast-track our most valuable leads directly to our sales team
65
Optimizely Example: Chat Bot on the Sales Contact Pages
Original variation
66
Optimizely Example: Chat Bot on the Sales Contact Pages
Variation - For Target Countries FY19 and Demandbase Employee 1000+
Results
● Grew $ pipeline across for
high-valued accounts in
Target countries
● Increase operational
efficiency - more booked
meetings per sales team
member
67
We Believe in ‘Drinking Our Own Champagne’
COnsider skipping here
68
How do we know if we found the
best solution
69
Audiences
Areas
Metrics
Goal
Levers
Experiments
What solutions could exist?
Which is the best solution?
What are our KPIs / business initiatives?
How do we identify customer problems for those?
Where and what is the problem?
Who does it impact?
Experimentation
Framework
70
Audiences
Areas
Metrics
Goal
Levers
Experiments
What are our KPIs / business initiatives?
How do we identify customer problems for those?
Where and what is the problem?
Who does it impact?
What solutions could exist?
Which is the best solution?
Experimentation
Framework
71
Audiences
Areas
Metrics
Goal
Levers
Experiments
What are our KPIs / business initiatives?
How do we identify customer problems for those?
Where and what is the problem?
Who does it impact?
What solutions could exist?
Which is the best solution?
Experimentation
Framework
72
Audiences
Areas
Metrics
Goal
Levers
Experiments
Experimentation
Framework
These strategies and tactics
guide the solutions could exist
73
Takeaways
74
There are many levers at our disposal to improve Customer Acquisition
Costs. As exemplified in the Goal Tree, visually mapping this out helps plan
our experimentation strategy.
Landing Page optimization is a simple yet powerful strategy to convert paid
traffic and optimize our advertising spend
Growth at any cost is a dangerous way to run a business. I challenge you to
better understand your marginal CAC in your acquisition channels and
programs
Experimentation is about finding the best solution (out of many potential
solution) that solves your customer problems; and generates sustained
revenue (lifetime value)!
Four Key Takeaways
75
Thank you
76
Questions?
77
How to Capture Your Customers at
the Top of the Funnel
Tuesday, January 21, 2020 | 10 AM PT / 1 PM ET
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How to Reduce Customer Acquisition Costs and Optimize Advertising Spend

  • 1. 1 Brad Yee Sr. Strategy Consultant Reduce Customer Acquisition Costs and Optimize Advertising Spend
  • 2. ● Customize the widgets on your page to your preference ● This webinar is recorded and you will receive the link with the slides in the next few days ● We will have time for questions! Please submit them in the Q&A box on the left side of the screen ● A short survey will pop up once the webinar has ended—We’d love to receive your feedback. Housekeeping
  • 3. Brad helps leading organizations use data with purpose to drive quantifiable business impact. He facilitates the transformation of mindsets, drives the cultural shift for product teams, and encourages the replacement of digital guesswork with evidence-based optimization. Opticon Education Day Leader Led courses at Opticon on Full Stack Testing and Scaling Experimentation. Selected experience Customers Brad Yee Sr. Strategy Consultant, US Education & Certification Duke University Master of Engineering, Engineering Management UC San Diego Bachelor of Science, Civil Engineering Areas of expertise & industry Strategy Consultant, Optimizely Advise enterprise customers on implementation of experimentation programs through Optimizely’s technologies Digital Transformation Consultant, Capgemini Driving a multi-disciplinary project team of IT and Business stakeholders to develop a digital strategy Roll-out and Enablement Instills best experimentation methodology practices with teams to ensure strong hypotheses and analysis.
  • 4. 4 Strategy Consultant, Professional Services Who we are: Strategy experts provide insights, guidance, and best practices on our Customer’s optimization program to ensure long-term success and accelerate speed to value Examples of what we do: • Advise on optimization roadmap using Optimizely’s frameworks • Provide expert ideation, optimization process, and program management tools • Define key experiment metrics, integrations, and audience types to be implemented Why Strategy?
  • 6. ● What are Customer Acquisition Costs and why do we care about it? ● What are the strategies and examples to optimize the Marketing Costs associated with CAC? ● What are the strategies and examples to optimize the Sales Costs associated with CAC? ● Did we find the best solution? Agenda Reduce Customer Acquisition Costs and Optimize Advertising Spend
  • 7. 7 What is a Customer Acquisition Cost and why do we care about it?
  • 8. 8 CAC Definition CAC = Total Cost of Sales & Marketing # of Customers Acquired EQUATION:
  • 9. What are the levers that affect CAC?
  • 10. What are the levers experiment opportunities that affect CAC?
  • 11. 11 ● Visually analyzes the entire site’s opportunity to weigh opportunity cost ● Allows teams to explicitly align testing goals to business goals; keeps ideas tightly focused ● Strategic foundation for creative brainstorming *Orange = KPIs that can be influenced by digital optimization via Optimizely Goal Tree Revenue: $2.0m Revenue Per Visitor: $1.00 Average Order Value: $50.00 Average quantity: 2.00 Average Price per Unit: $25.00 Conversion Rate: 2.00% Add to Cart Cart Checkout Rate Visitors: 2.0m User acquisition: 1.5m User retention 33% But we’re not here to talk about Purchases or Add-to-Cart!
  • 12. 12 Goal Tree - Customer Acquisition Cost for E-Commerce *Orange = KPIs that can be influenced by digital optimization via Optimizely Skip or move fast
  • 13. 13 Goal Tree - Customer Acquisition Cost for E-Commerce *Orange = KPIs that can be influenced by digital optimization via Optimizely Skip or move fast
  • 14. 14 Goal Tree - Customer Acquisition Cost for E-Commerce *Orange = KPIs that can be influenced by digital optimization via Optimizely
  • 15. 15 Goal Tree - Customer Acquisition Cost for E-Commerce *Orange = KPIs that can be influenced by digital optimization via Optimizely
  • 16. 16 Goal Tree - Customer Acquisition Cost for E-Commerce *Orange = KPIs that can be influenced by digital optimization via Optimizely
  • 17. 17 How would this look for a B2B or SaaS Company? Skip or move fast
  • 18. 18 Goal Tree - Customer Acquisition Cost for B2B *Orange = KPIs that can be influenced by digital optimization via Optimizely Skip or move fast
  • 19. 19 Goal Tree - Customer Acquisition Cost for SaaS *Orange = KPIs that can be influenced by digital optimization via Optimizely Skip or move fast
  • 20. 20 Lets drill down into the cost-side
  • 21. 21 Goal Tree - Customer Acquisition Cost
  • 22. 22 • Advertising through paid marketing channels • Customer referral programs • Free trial programs • Promotions Goal Tree - Focus on Acquisition Cost Marketing Costs • Sales support call centers • Partnerships and Alliances Sales Costs Skip or move fast
  • 23. 23 Importance of CAC and its influence on Lifetime Value
  • 24. 24 Visualizing CAC and LTV CAC Profit Time
  • 25. 25 Visualizing CAC and LTV CAC Payback CAC Profit Time
  • 26. 26 Visualizing CAC and LTV Churn CAC Payback CAC Profit Time Net LTV
  • 27. 27 Visualizing CAC and LTV: Reducing CAC = Faster CAC Payback, Higher LTV Net LTV Churn CAC Payback CAC
  • 28. 28 Visualizing CAC and LTV: Increasing CAC = Longer CAC Payback, Lower LTV Net LTV Churn CAC Payback CAC
  • 29. 29 What are some experiment strategies to optimize Marketing Costs?
  • 30. 30 • Advertising through paid marketing channels • Customer referral programs • Free trial programs • Promotions Focus on Optimizing Acquisition Costs Marketing Costs • Sales support call centers • Partnerships and Alliances Sales Costs
  • 31. 31 Strategy 1: Optimize landing pages to convert paid traffic and optimize our advertising spend
  • 32. 32 • Advertising through paid marketing channels • Free trial programs • Customer referral programs • Promotions Focus on Optimizing Acquisition Costs Marketing Costs • Sales support call centers • Partnerships and Alliances Sales Costs
  • 33. 33 Strategies and Tactics applied to Landing Page Optimization Landing Page Optimization Symmetric Messaging Wording / messaging Unique hero imagery Design / color / iconography Reducing steps in process Reduce questions / steps Pre-fill data Limit number of choices Communicate Unique Selling Points Select/target the right USP’s Refine the messaging Communicat e visually Design Intuitive Navigation Use a clear, consistent layout Structure, naming, and order of sections Use iconography Market Products Effectively Test ideal product visuals Use the right review systems Find ideal description text / length Build a Sense of Urgency Show quantity left Push temporary offers Promote buying before set times Goal Strategies Tactics
  • 34. 34 Strategies and Tactics applied to Landing Page Optimization Landing Page Optimization Symmetric Messaging Wording / messaging Goal Strategies Tactics
  • 35. 35 What is Symmetric Messaging? Control Experiment Variations
  • 37. 37 Strategies and Tactics applied to Landing Page Optimization Landing Page Optimization Symmetric Messaging Wording / messaging Unique hero imagery Design / color / iconography Reducing steps in process Reduce questions / steps Pre-fill data Limit number of choices Communicate Unique Selling Points Select/target the right USP’s Refine the messaging Communicat e visually / leverage CTA Design Intuitive Navigation Use a clear, consistent layout Structure, naming, and order of sections Use iconography Market Products Effectively Test ideal product visuals Use the right review systems Build Trust/Social Proof Build a Sense of Urgency Show quantity left Push temporary offers Promote buying before set times Goal Strategies Tactics
  • 38. 38 Landing Page Optimization: Strategy to Build Trust/Social Proof ● Social-validation, “you're not alone in your financial situation” ● Build as sense of urgency; people are being approved right now ● Lots of money borrowed, we are definitely trusted ● Additional social-proof and credibility
  • 40. 40 • Advertising through paid marketing channels • Free trial programs • Customer referral programs • Promotions Focus on Optimizing Acquisition Costs Marketing Costs • Sales support call centers • Partnerships and Alliances Sales Costs
  • 41. 41 Classpass Win Back Experiment Example Experiment Background ● Winback campaign offers a free re-trial period targeting inactive members ● Experiment tested increasing the free trial period from 1 to 2 weeks Hypothesis If we extend our winback offer by 1 to 2 weeks We will see our reactivation rates increase Because members have more time to experience new classes Measurement of success: Increase in reactivations need to offset the costs with the increase duration of the free trial Enjoy 2 weeks freeEnjoy 1 week free
  • 42. 42 Classpass Win Back Experiment Example Optimizely Results Page Results ● Extending winback lifted reactivations by 25% >90% statistical significance 25% Lift Reactivations (Free trial) >90% statistical significance 19% Lift Retained members ● But was this enough to offset the costs with an additional 1 week trial? To uncover this, we need to explore Customer Acquisition Costs (CAC)
  • 43. 43 Classpass Win Back Experiment Example V1: Control V2: Extended Offer Reactivated Free Trial 100 125 +25% Cost of Goods (COGS) Retained After Free Trial Average CAC
  • 44. 44 Classpass Win Back Experiment Example V1: Control V2: Extended Offer Reactivated Free Trial 100 125 +25% Cost of Goods (COGS) $15,000 (avg $150 per customer) $24,375 (avg $195 per customer) +30% Increase in class redemptions Retained After Free Trial Average CAC
  • 45. 45 Classpass Win Back Experiment Example V1: Control V2: Extended Offer Reactivated Free Trial 100 125 +25% Cost of Goods (COGS) $15,000 (avg $150 per customer) $24,375 (avg $195 per customer) +30% Increase in class redemptions Retained After Free Trial 80 95 +19% Average CAC
  • 46. 46 Classpass Win Back Experiment Example V1: Control V2: Extended Offer Reactivated Free Trial 100 125 +25% Cost of Goods (COGS) $15,000 (avg $150 per customer) $24,375 (avg $195 per customer) +30% Increase in class redemptions Retained After Free Trial 80 95 +19% Average CAC $187.50 $256.58 +37% relative
  • 47. 47 Classpass Win Back Experiment Example V1: Control V2: Extended Offer Reactivated Free Trial 100 125 +25% Cost of Goods (COGS) $15,000 (avg $150 per customer) $24,375 (avg $195 per customer) +30% Increase in class redemptions Retained After Free Trial 80 95 +19% Average CAC $187.50 $256.58 +37% relative Average CAC increased, but we should be more concerned with Marginal CAC!
  • 48. 48 Classpass Win Back Experiment Example Marginal CAC = $625 > ⅓ Lifetime Value (LTV) Experiment is a Loser V1: Control V2: Extended Offer Reactivated Free Trial 100 125 +25% Cost of Goods (COGS) $15,000 (avg $150 per customer) $24,375 (avg $195 per customer) +30% Increase in class redemptions Retained After Free Trial 80 95 +19% Average CAC $187.50 $256.58 +37% relative Marginal CAC CAC to acquire the “next 15 members” --- ($24,375 - $15,000) /15= $625
  • 49. 49 Benchmark for LTV:CAC is 3:1 CAC Payback Model LTV Churn 1 3 CAC
  • 50. 50 Benchmark for LTV:CAC is 3:1 CAC Payback Model LTV Churn CAC >1 <3
  • 51. 51 Growth at any cost is a recipe for disaster
  • 53. 53 • Advertising through paid marketing channels • Free trial programs • Customer referral programs • Promotions Focus on Optimizing Acquisition Costs Marketing Costs • Sales support call centers • Partnerships and Alliances Sales Costs
  • 54. 54 A/B Testing Referral Sign-ups Conversion Rate Symmetric Messaging Wording / messaging Unique hero imagery Design / color / iconography Reducing steps in process Reduce questions / steps Pre-fill data Limit number of choices Communicate Unique Selling Points Select/target the right USP’s Refine the messaging Communicat e visually / leverage CTA Design Intuitive Navigation Use a clear, consistent layout Structure, naming, and order of sections Use iconography Market Products Effectively Test ideal product visuals Personalize to the persona Build Trust/Social Proof Build a Sense of Urgency Show quantity left Push temporary offers Promote buying before set times Goal Strategies Tactics To increase Referral program usage, same CRO principles … but what if we wanted to test variable components (e.g. Referral Incentive amounts)
  • 55. 55 A/B Testing Referral Bonus Amounts Hypothesis If we increase our referral offer from $300 to $400 for the referring customer in addition to $100 for the new member (double-sided incentive) We will increase new member sign-ups via the referral program Because members will have an even larger financial incentive to refer a friend *Measurement of success: Increase in new member sign-ups need to offset the costs of the increase referral offer
  • 56. 56 A/B Testing Referral Bonus Amounts V0 (Control): $300/$100 Referral Offer V1: $400/$100 Referral Offer Referred New Members with Funded Account within 14 days 100 180 +80% Cost of Referral $300 for referral, $100 for new member Average CAC Marginal CAC
  • 57. 57 A/B Testing Referral Bonus Amounts V0 (Control): $300/$100 Referral Offer V1: $400/$100 Referral Offer Referred New Members with Funded Account within 14 days 100 180 +80% Cost of Referral $300 for referral, $100 for new member $40,000 $90,000 Average CAC Marginal CAC
  • 58. 58 A/B Testing Referral Bonus Amounts V0 (Control): $300/$100 Referral Offer V1: $400/$100 Referral Offer Referred New Members with Funded Account within 14 days 100 180 +80% Cost of Referral $300 for referral, $100 for new member $40,000 $90,000 Average CAC $400 $500 Marginal CAC
  • 59. 59 A/B Testing Referral Bonus Amounts V0 (Control): $300/$100 Referral Offer V1: $400/$100 Referral Offer Referred New Members with Funded Account within 14 days 100 180 +80% Cost of Referral $300 for referral, $100 for new member $40,000 $90,000 Average CAC $400 $500 Marginal CAC -- ($90,000 - $40,000) / 80= $625
  • 60. 60 A/B Testing Referral Bonus Amounts V0 (Control): $300 Referral Offer V1: $400 Referral Offer Referred New Members with Funded Account within 14 days 100 180 +80% Cost of Referral $300 for referral, $100 for new member $40,000 $90,000 Average CAC $400 $500 Marginal CAC -- ($90,000 - $40,000) / 80= $625 Marginal CAC = $625 < ⅓ Lifetime Value (LTV) Winner! (Hypothetical)
  • 61. 61 What are some strategies to reduce Sales Support Costs?
  • 62. 62 Strategy 1: Optimize the sales support process
  • 63. 63 • Advertising through paid marketing channels • Free trial programs • Customer referral programs • Promotions Focus on Optimizing Acquisition Costs Marketing Costs • Sales support teams • Partnerships and Alliances Sales Costs
  • 64. 64 Optimizely Example: Chat Bot on the Sales Contact Pages Goal ● Improve the experience of the Contact page ● Allow a known/qualified lead the ability to directly schedule a call with sales team ● Reduce funneling unqualified leads to our sales support team Hypothesis If we trigger the Drift bot on the Contact page and personalize the bot based on the firmographics, so that for each of these firmographics we’d provide the associated options: ● Known/qualified lead: Provide an a way to contact and schedule a meeting with sales team immediately ● Known/unqualified lead - Verify visitor's country and then qualify ● Unknown lead - Qualify before putting them into contact flow We will increase $ ACV, Lead + MQL volume in our pipeline (with the same sales workforce) Because we will fast-track our most valuable leads directly to our sales team
  • 65. 65 Optimizely Example: Chat Bot on the Sales Contact Pages Original variation
  • 66. 66 Optimizely Example: Chat Bot on the Sales Contact Pages Variation - For Target Countries FY19 and Demandbase Employee 1000+ Results ● Grew $ pipeline across for high-valued accounts in Target countries ● Increase operational efficiency - more booked meetings per sales team member
  • 67. 67 We Believe in ‘Drinking Our Own Champagne’ COnsider skipping here
  • 68. 68 How do we know if we found the best solution
  • 69. 69 Audiences Areas Metrics Goal Levers Experiments What solutions could exist? Which is the best solution? What are our KPIs / business initiatives? How do we identify customer problems for those? Where and what is the problem? Who does it impact? Experimentation Framework
  • 70. 70 Audiences Areas Metrics Goal Levers Experiments What are our KPIs / business initiatives? How do we identify customer problems for those? Where and what is the problem? Who does it impact? What solutions could exist? Which is the best solution? Experimentation Framework
  • 71. 71 Audiences Areas Metrics Goal Levers Experiments What are our KPIs / business initiatives? How do we identify customer problems for those? Where and what is the problem? Who does it impact? What solutions could exist? Which is the best solution? Experimentation Framework
  • 74. 74 There are many levers at our disposal to improve Customer Acquisition Costs. As exemplified in the Goal Tree, visually mapping this out helps plan our experimentation strategy. Landing Page optimization is a simple yet powerful strategy to convert paid traffic and optimize our advertising spend Growth at any cost is a dangerous way to run a business. I challenge you to better understand your marginal CAC in your acquisition channels and programs Experimentation is about finding the best solution (out of many potential solution) that solves your customer problems; and generates sustained revenue (lifetime value)! Four Key Takeaways
  • 77. 77 How to Capture Your Customers at the Top of the Funnel Tuesday, January 21, 2020 | 10 AM PT / 1 PM ET Coming Up Next in the Outperform Series