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Understanding LTV,
the most important
KPI in gaming
Agenda
Why
How do we determine
LTV
How do you improve
LTV
Why?
Why care
about LTV
 Survival
 If LTV is less than CPI, you
are gone
 New products
 LTV potential
 Continued investment
 Ongoing operations and live
services
 Where to focus
Why listen to me
•Merscom
•Playdom
•Disney
•Zynga
•Stars Group/PokerStars
Big and small company experience
•Merscom to Playdom
•Playdom to Disney
•Spooky Cool to Zynga
Senior leadership on 3 exits worth over $850
million
•Understanding the Predictable
Wrote the book on LTV
How do we
determine
LTV
What is LTV
Present value of your customer
Function of
Retention/Engagement
Monetization
Virality
What drives LTV
Retention
Monetization
Virality
LTV is a
prediction
Not a point
Uncertainty principle
• Perfect predictions are
impossible as the universe is
uncertain (Stephen Hawking)
• Range of likely outcomes
Chaos theory
• One small change can produce
a huge divergence in outcomes
Retention, the core to success
CURR/NURR/RURR
D1, D3, D7, D30, D90
Visits day/month
Churn rate
Best Retention KPIs EVER
•How well you retain current users
week on week
•All users who played the game
between t-14 and t-20 and who
played the game between t-7 and t-
13, what percentage returned to
play the game between t-0 and t-6
CURR
•How well you retain new users week
over week
•All users who used the product for
the first time between t-7 and t-13,
what percentage returned between
t-0 and t-6NURR
•How well you retain users week on
week who return to the game after a
break of 7 or more days
•All users who used the game some
time in the past, did not use the
product between t-7 and t-13, what
percentage returned to use the
game between t-0 and t-6
RURR
T = today, so t-7 is 7 days before today
Monetization = Money
ARPU ARPDAU Clumpiness
Percentage
of paying
users
Time to first
purchase
Time
between
purchases
Frequency
of purchases
Average
transaction
size
 Number of new users an existing user
recruits (K-factor)
 K= number of invites sent per player *
conversion percentage
Virality,
the
neglected
weapon
How do I calculate it
Different for every
game
f(retention, virality,
monetization)
How do you
improve
LTV
Where to focus
RETENTION
Virality is great
• If you can get it
Monetization is
actually quite easy
 CONTENT
 Get in your players’ head
 Product features
 FTUE
 Progression
 Collection
 Social features
 Marketing
 CRM
 Events
 Support
Keeping
your
players
engaged
Core FunctionsForLive Services
Challenges
Setting up daily
and weekly
challenges to
direct gameplay
Subscriptions
Managing the pricing and options
available for the subscription
Economy Optimization
Ensuring players get value from purchases and
keeping supply of virtual currency and goods in
equilibrium
Purchase package
optimization
Creating the right
mix of IAP
packages
Sales andPromotions
Special and limited time offers
that drive, rather than
cannibalizes, monetization
Events
Hourly, daily or weekly
events in-game that increase
engagement
ImprovingVirality
Understand the components Encourage Sending Invites Make conversion appealing
Invites sent
Conversion percentage
Reduce friction
Provide prestige/social
currency
Create Triggers
Generate emotions
Focus on stories
Provide special value
An offer they can’t refuse
Making more money
 CONTENT
 Balancing
 Events
 Contests
 Quests
 Challenges
 Impact on gameplay
 More or better virtual goods
 Limited edition items
 The shopping experience
 Avoid choice overload
 Anchoring
 Decoy effect
 Calls to buy
 Promotions and sales
Thank
You
www.lloydmelnick.com

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IndieGameBusiness Understanding LTV, the most important KPI in gaming

  • 1. Understanding LTV, the most important KPI in gaming
  • 2. Agenda Why How do we determine LTV How do you improve LTV
  • 4. Why care about LTV  Survival  If LTV is less than CPI, you are gone  New products  LTV potential  Continued investment  Ongoing operations and live services  Where to focus
  • 5. Why listen to me •Merscom •Playdom •Disney •Zynga •Stars Group/PokerStars Big and small company experience •Merscom to Playdom •Playdom to Disney •Spooky Cool to Zynga Senior leadership on 3 exits worth over $850 million •Understanding the Predictable Wrote the book on LTV
  • 7. What is LTV Present value of your customer Function of Retention/Engagement Monetization Virality
  • 9. LTV is a prediction Not a point Uncertainty principle • Perfect predictions are impossible as the universe is uncertain (Stephen Hawking) • Range of likely outcomes Chaos theory • One small change can produce a huge divergence in outcomes
  • 10. Retention, the core to success CURR/NURR/RURR D1, D3, D7, D30, D90 Visits day/month Churn rate
  • 11. Best Retention KPIs EVER •How well you retain current users week on week •All users who played the game between t-14 and t-20 and who played the game between t-7 and t- 13, what percentage returned to play the game between t-0 and t-6 CURR •How well you retain new users week over week •All users who used the product for the first time between t-7 and t-13, what percentage returned between t-0 and t-6NURR •How well you retain users week on week who return to the game after a break of 7 or more days •All users who used the game some time in the past, did not use the product between t-7 and t-13, what percentage returned to use the game between t-0 and t-6 RURR T = today, so t-7 is 7 days before today
  • 12. Monetization = Money ARPU ARPDAU Clumpiness Percentage of paying users Time to first purchase Time between purchases Frequency of purchases Average transaction size
  • 13.  Number of new users an existing user recruits (K-factor)  K= number of invites sent per player * conversion percentage Virality, the neglected weapon
  • 14. How do I calculate it Different for every game f(retention, virality, monetization)
  • 16. Where to focus RETENTION Virality is great • If you can get it Monetization is actually quite easy
  • 17.  CONTENT  Get in your players’ head  Product features  FTUE  Progression  Collection  Social features  Marketing  CRM  Events  Support Keeping your players engaged
  • 18. Core FunctionsForLive Services Challenges Setting up daily and weekly challenges to direct gameplay Subscriptions Managing the pricing and options available for the subscription Economy Optimization Ensuring players get value from purchases and keeping supply of virtual currency and goods in equilibrium Purchase package optimization Creating the right mix of IAP packages Sales andPromotions Special and limited time offers that drive, rather than cannibalizes, monetization Events Hourly, daily or weekly events in-game that increase engagement
  • 19. ImprovingVirality Understand the components Encourage Sending Invites Make conversion appealing Invites sent Conversion percentage Reduce friction Provide prestige/social currency Create Triggers Generate emotions Focus on stories Provide special value An offer they can’t refuse
  • 20. Making more money  CONTENT  Balancing  Events  Contests  Quests  Challenges  Impact on gameplay  More or better virtual goods  Limited edition items  The shopping experience  Avoid choice overload  Anchoring  Decoy effect  Calls to buy  Promotions and sales