Delivered at Casual Connect Eastern Europe 2018. Not all users are created equal, some will become whales from the first session, and others will need that extra push. Learn how Deemedya maximized IAP revenues from the different micro segments and improved its users LTV. Deemedya is a mobile games publisher and developer, with teams in Tel Aviv, Saint Petersburg Russia and Silicon Valley US, developing top-ranked mobile games including the TrialXtreme series that reached over 200 million downloads until now and driven tens of millions in revenue.
3. Hours
to Days
Hours
to Days
! Expensive team
Of data scientists ! Fragmented with
too many tools! Not in real time
Limited number
of parameters! ! Hard to get real
results !
Every update will require
modification
in offers logic
Manual tailored offer is so 2016
?
4.
5. Tailored offers at the AI and Machine Learning era
The AI follows the users,
gathers data and starts
predicting what the user
will do next.
The AI divides the users
to micro segments.
The AI identify the users
that need that extra push
to convert.
The AI sends the offers only
to 85% of the users
in order to check the long
term effect.
The AI identifies the
user’s “sweet point” and
sends the user a tailored
offer based on their in-
game behavior.
The AI collects results, makes necessary improvements and
starts all over again.
7. Engaged users don’t just leave out of the blue
The writing is on the wall
Session Length
Number of daily sessions
Time of day they are playing
Last purchase of an in-game item
Time since leveling up
Amount of available game resources
8. Real-Time decision making
based on live changing in-
game data
Get some coins
to get you back
on track
Come back
tomorrow to get
a free bike
Play with the pink
tank you always
wanted for the
next 48 hrs
All coins are X2
for the next
24 hours
Get X2 more
coins on your
next IAP
9. To Summarize:
Like most things today, Tailored offers are more efficiently controlled by AI.
Technology today makes AI offers reachable to companies in all sizes.
AI should be connected to as many in game items as possible.
Patience - AI is getting smarter with time.