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Growth	in	Startup
@SOFIANHW
About	Me
VP	Business	Intelligence	at	GO-JEK
CTO	(Co	Founder)	at	Pinjam.co.id
Tech	Advisor	at	Nodeflux.io
Head	of	Data	at	Kudo.co.id
Market	Intelligence	at	Holcim	Indonesia
Warung
Growth	Section
Acquisition
Activation
Engagement
Referral
Measurement
Measurement
Experiments
A/B	Testing
Airbnb	– Experiment	Tracking
Uber	– Experiment	Formula
What	Causes	Behavior	Change
AHA	moments
◦Twitter:	Once	a	user	follows	30	people,	they’re	more	or	less	active	
forever
◦Facebook:	Reach	7	friends	in	10	days,	they’re	pretty	much	active	
forever
◦Dropbox:	Put	at	least	one	file	in	one	dropbox folder
Uber	Operations	Growth	Against	LYFT
◦Hiring	Freelancer
◦Request	a	Lyft	using	your	temporary	phone/account
◦Upon	arrival	enter	car,	begin	small	talk	with	driver	(“How	long	have	
you	driven	with	Lyft”,	“What	brought	you	to	Lyft?”,	“	Do	you	like	
Lyft?”)
◦After	assessing	driver	for	openness	to	Uber,	ask	them	if	they’d	
consider	joining	Uber
◦If	they	say	“Yes”	fill	out	a form
Thanks
@sofiahw

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