grow your business with player analytics ben frenkel & shady selim
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Grow your business with Player Analytics
Grow your business with Player Analytics
Benjamin Frenkel – Slides CreatorProduct ManagerGoogle Play Games
Shady Selim – SpeakerGoogle Expert
Grow your business with Player Analytics
IDEAS PROTOTYPESSOFT
LAUNCHED GAMES
LAUNCHEDGAMES
SUCCESSFULGAMES
Lifecycle of a game
Grow your business with Player Analytics
Store Listing Experiments
SOFT LAUNCHED
GAMES
Player AnalyticsAchievementsQuestsLeaderboards
Pre-Registration
IDEAS LAUNCHEDGAMES
SUCCESSFULGAMESPROTOTYPES
Alpha & Beta testing
Grow your business with Player Analytics
Alpha / Beta testing
Grow your business with Player Analytics
Open & Closed Alpha / Beta testing
Grow your business with Player Analytics
Player AnalyticsAchievementsQuestsLeaderboards
Pre-RegistrationAlpha & Beta testing
IDEAS PROTOTYPES LAUNCHEDGAMES
SUCCESSFULGAMES
SOFT LAUNCHED
GAMES
Store listing experiments
Grow your business with Player Analytics
“We conducted 25 icon tests in the past 6 months that cost us $50,000 between test fees and the cost of UA campaigns needed to fill simulated pages with traffic.”Rovio
Testing the store listing is expensive
Grow your business with Player Analytics
Store Listing Experiments allow you to testdifferent parts of your store listing page
Grow your business with Player Analytics
Start by testing icons
Grow your business with Player Analytics
Variant C
+91.3%
Variant B
-33.7%
Kongregate tested different icon art, andthe helicopter showed 91.3% increase in installs
VS
Variant A
-31.3%
Control
Grow your business with Player Analytics
Player AnalyticsAchievementsQuestsLeaderboards
Store Listing Experiments
Alpha & Beta testing
IDEAS PROTOTYPESSOFT
LAUNCHED GAMES
SUCCESSFULGAMES
LAUNCHEDGAMES
Pre-Registration
Grow your business with Player Analytics
Player is drivento a developer’s marketing campaign pageand is pointed to pre-registration
Grow your business with Player Analytics
Player seesthe pre-registration page where they can pre-register
Grow your business with Player Analytics
Player is informedthat they will get notifications on launch day of the game
Grow your business with Player Analytics
Player is now pre-registered and sees the official YouTube video for the game and other stats
Grow your business with Player Analytics
The player scrolls down the page and sees that they can share the game with others
Grow your business with Player Analytics
Launch Day: The game is ready to play! The player taps the notification and is taken to the game details page in the Play Store.
Grow your business with Player Analytics
From there, the player can install the game, get the reward, and start terminating!
Grow your business with Player Analytics
Alpha & Beta testing
Store Listing Experiments
IDEAS PROTOTYPESSOFT
LAUNCHED GAMES
LAUNCHEDGAMES
Pre-Registration Player AnalyticsAchievementsQuestsLeaderboards
SUCCESSFULGAMES
Grow your business with Player Analytics
Google Play game services
ACHIEVEMENTS
LEADERBOARDS
SAVED GAMES
PLAYER ANALYTICS
MULTIPLAYER QUESTSGAME
GIFTS
Grow your business with Player Analytics
BombSquadEric Froemling
● One man army that does everything
● Has a very compelling game○ 3M+ downloads○ Awesome retention
Grow your business with Player Analytics
PLAYER ANALYTIC
S
Grow your business with Player Analytics
Impact
Eric identified that sources of tickets
was too high
He made changes to cost
of items & rates ticketswere earned
Rate of tickets used now exceeds tickets earned
Average Tickets earnedAverage Tickets Spent
23
1
+140% +67%
ARPDAU ARPPU
Sources & sink reports
Grow your business with Player Analytics
“Player Analytics has helped me home in on BombSquad’s shortcomings, right the ship, and get to a point where I can financially justify making the games I want to make.”
Eric Froemling
Grow your business with Player Analytics
Time series explorer overview
Compare different types of players
Show time series with selected player events
Show activity for custom events
Show activity for predefined events
Zoom level shortcuts
Organize databy timestampor sequence
Grow your business with Player Analytics
Show time series for common critical moments
Grow your business with Player Analytics
Hovering over shapes shows you extra details
Grow your business with Player Analytics
Events viewer overviewChoose between column and line
chart types
Choose how to aggregate activity
data
Select events to display
Look at activity data by calendar
day or day of weekSelect player
segment
Grow your business with Player Analytics
QUESTS
Grow your business with Player Analytics
Time-basedobjectives for your entire communityof players* New objectives without updating your game
Grow your business with Player Analytics
PBA Bowling Challenge
● Founded in 2003● Headquartered in MN● Flagship title is PBA Bowling● Dedicated community of players
Grow your business with Player Analytics
● Exemplary Quest implementation
● Integral part of liveoperations strategy
Grow your business with Player Analytics
January 2015 Calendar of Promotions
New contentAdvertisementPushSocialQuest New content
AdvertisementPushSocialQuest
New contentAdvertisementPushSocialQuestNew contentAdvertisementPushSocialQuest
Hammer BlackWidow Legend
● Ball● Advertisement● Push● Social● Quest
Grow your business with Player Analytics
Among Quest users, sessions per user improved 14.4% DoD upon Quests acceptance, and 3.7% DoD upon completion
Day beforequest
Day of quest appearance
Day of quest completion
+14.4%
+3.7%
Sess
ion
per u
ser p
er d
ay
Grow your business with Player Analytics
Personalize user experiences based on past and predicted player activity with the Player Stats API
95th percentile spender
60th percentile sessions
Last played 10 days ago
5 minute average session length
20 in-app purchases
>200 sessions
At high-risk of churn
Grow your business with Player Analytics
Player stats API use cases
Janice is a 95th percentile spender who is starting to intensely play another game. Her engagement in ZH2 is dropping.When Janice logs in, ZH2 calls the play games CRM API which identifies her as a high value player that is very likely to churn in the next day.ZH2 displays a special offer of 70% off of the rare Plasma Canon.
Grow your business with Player Analytics
Player stats API use cases
95th spend percentile player, Bobby, leaves game for 10 days.Upon Bobby’s return, you call the Player Stats API that identifies him as a high value player that has left the game for 10 days.You display a special gift of 10 gold coins along with a welcome back message.
Grow your business with Player Analytics
Player stats API use cases
You want to monetize players through incentivized video ads.However, you do not want to show the ads option to highly monetizing players.When John the low monetizing but highly engaged player logs in, you calls the Player Stats API to check if he is eligible for the video offer.
Google Confidential and ProprietaryTitle | Subtitle
Google Play game services
ACHIEVEMENTS
LEADERBOARDS
SAVED GAMES
PLAYER ANALYTICS
MULTIPLAYER QUESTSGAME
GIFTS
Google Confidential and ProprietaryTitle | Subtitle
Thank youBenjamin FrenkelProduct ManagerGoogle Play Games
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