#conversion2015 amsterdam keynote ton wesseling

105
ONLINE DIALOGUE Guiding you to digital maturity De mythen, de leugens en de illusies #Conversion2015 – Amsterdam– April 14th 2015 Ton Wesseling A/B-testen

Upload: online-dialogue

Post on 15-Jul-2015

1.502 views

Category:

Business


2 download

TRANSCRIPT

O N L I N E D I A L O G U E G u i d i n g y o u t o d i g i t a l m a t u r i t y

D e m y t h e n , d e l e u g e n s e n d e i l l u s i e s # C o n v e r s i o n 2 0 1 5 – A m s t e r d a m – A p r i l 1 4 t h 2 0 1 5

To n W e s s e l i n g

A / B - t e s t e n

E m a i l : t o n @ w e s s e l i n g . n e t !L i n k e d i n : t o n w e s s e l i n g !

T w i t t e r : @ t o n w !!

Ton Wessel ing !

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Webanal isten.nl

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Onl ine Dia logue

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Test ing.agency

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Emerce magazine: conversion column

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Conversion Conferences wor ldwide

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Conversion speakers

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Where is Craig Sul l ivan?

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Replacing Craig…

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

At least he quotes me

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

So..

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

More exper iments

“If you double the number of experiments you do per year

you’re going to double your inventiveness”

Jeff Bezos, CEO Amazon – 2004!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Like Amazon, Like Zalando G

erm

an E

com

mer

ce m

arke

t, th

ank

you

Andr

é M

orys

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Exper iments per year

1000+

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Why not?

Compare to the past?

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Why can this lead to fa i lures?

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

A big weekly change!

26 out of 44 weeks: over 5% change!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Methods used to improve conversion

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Methods companies plan to use

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

I t ’s just

HOT

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Lack of resources

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Test more

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Importance of a structured approach

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

More exper iments

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

The negat ive effect trend

Time span!

Aver

age

effe

ct o

f opt

imza

tion!

at c

ompa

nies

app

lyin

g op

timiz

atio

n!M

oney spend on!O

ptimization w

orldwide!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

I t ’s not a solut ion

It’s a method

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

I t ’s a way of working

It’s DNA

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

So i t ’s a method:

When

How What

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Growth curve – how i t was teached

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Optimizat ion phases - ROAR

Time span!

Con

vers

ions

per

mon

th!

Risk! + Optimization! + Automation! Re-think!

1.000 conversions!per month!

10.000 conversions per month!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Phase 1: br idge the gap – Risk

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Fake adwords test ing

Do they click

on your idea?

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Fake facebook test ing

Do they like your idea?

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Fake landing page test ing

Do they subscribe to your idea?

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Phase 1: br idge the gap – Risk

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Get out of the office

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Risk

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

ROAR - Opt imizat ion

Time span!

Con

vers

ions

per

mon

th!

Risk! + Optimization! + Automation! Re-think!

1.000 conversions!per month!

10.000 conversions per month!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Warning: low significance levels

ü  Big chance the winner is not a real winner

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Warning: low power levels

ü  Big chance a real winner is not recognized

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Example test set-up

ü  90% significance level

ü  100 conversions per variation

ü  Average conversion rate: 2%

ü  20 out of 100 ideas is a winner…

ü  …with an average uplift of 10%

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Average: 75% significance & 40% power

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

So:

ü  100 tests will give 10 false positives (90% significance)

ü  40% of the 20 winners are recognized (40% power)

ü  8 real winners & 10 false positives

ü  NOT 18 improvements of 10%+

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

You need big numbers per var iat ion

Time span!

Con

vers

ions

per

mon

th!

Risk! + Optimization! + Automation! Re-think!

1.000 conversions!per month!

10.000 conversions per month!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

With 1000 conversions + a month

20+ tests a year

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Tests with impact, on average

1 out of 3

Simply truth: you’re just not always able to create a winner with enough impact!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

So in th is case, you’ve impact

Every 6 weeks

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Slower? Energy wi l l run out!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

What to test? Business cases!

Delivery –test with in stock. 4 weeks

or 2 days?!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

What to test? Business cases!

Service charge, do it or not? Include in price or not?!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

What to test? Big design changes

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Warning: choose what to analyze up front

ü  You just go and dig unitil you find something

(you will always find something that seems true BUT is not!)

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Don’t stop the test once i t ’s s ignificant!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Don’t stop the test once i t ’s s ignificant!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

You just let i t run unt i l i t ’s s ignificant

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

You just let i t run unt i l i t ’s s ignificant

Your test has a fixed lenght!

It’s even a fixed amount of test population, but we love to test business cycles and/or weeks!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

ABTestGuide.com/calc

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

ROAR – Opt imizat ion – moving up

Time span!

Con

vers

ions

per

mon

th!

Risk! + Optimization! + Automation! Re-think!

1.000 conversions!per month!

10.000 conversions per month!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Final ly you can test detai ls…

Is Multi Variatie Testing (which is also A/B-testing but with more varations) a good idea? Almost never!!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

You should grow to

Customer Buying Reasons

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Reasons behind the customer journey

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Why is your user here?

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

How can you

help your user’s brain

to fullfil it’s needs?

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Data & Psychology

Digital Data Persuasion Psychology

Analyze &

Experiment

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Test ing takes t ime

Use it to LEARN

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Lack of resources

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Create a test schedule

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

FA C T & A C T – 7 s t e p s t o l e a r n

&

Tell Conclude Analyze

Test Create Analyze Find

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Source: Psychology

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Source: Ask

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Source: L isten

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Many sources out there to find & analyze

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Test which dia logue has impact

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Analyt ics

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Heatmaps

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Which locat ions are cr i t ical

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

FA C T & A C T – 7 s t e p s t o l e a r n

&

Tell Conclude Analyze

Test Create Analyze Find

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Now you’re test ing

On your way to 4 tests a week

Max capacity with 1 teammember on each discipline: analyst, ux, developer, psychologyst!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Your winners are st i l l spare?

Less than 25%?

Please higher your significance level to 95% or more if it drops below this 25 number!!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

T ip: Your test takes too long

ü  Cookie deletion (you will loose 10% in two weeks)

They will re-enter the the and pollute your samples!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

T ip: Don’t confuse cross device users

ü Only test 1 device at a time!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

T ip: Maybe you’re test ing broken stuff

ü  Always check browser compatibility!

ü Dont’ break dynamic stuff!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

T ip: You forgot to leave out some vis i tors

ü  Only test on those who can be changed (if you test a sales promotion – leave out your current clients who just logon)

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

T ip: You’re not s lowing the control down

ü  Add the same code to the control

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

T ip: You’re not test ing on fresh people

ü  Start with control for a full purchase cycle (and then start sending traffic to your variations – setting the control to 0%)

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

T ip: You forgot to give them t ime to buy

ü  Stop getting fresh visitors after your test time (send new traffic to the control, but give you tested people time to finish converting)

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

ROAR – Automation

Time span!

Con

vers

ions

per

mon

th!

Risk! + Optimization! + Automation! Re-think!

1.000 conversions!per month!

10.000 conversions per month!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

You’re already th inking of more teams

And still have test capacity

*test capacity – the number of tests you can start per week based on your audience & conversions!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Algor i thms

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

You tested which locat ions are cr i t ical

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Automation

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Now you’ve moved to

Algorithm testing

Which internal and external influencers do have an impact on which segment of users?!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

ROAR – Automation

Time span!

Con

vers

ions

per

mon

th!

Risk! + Optimization! + Automation! Re-think!

1.000 conversions!per month!

10.000 conversions per month!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

CRO becomes user knowledge

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

More impact on discover

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

A way of l i fe

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Customer knowledge center

Making money f rom convers ion improvements

Creat ing more and more cus tomer ins igh ts Which can be monet ized

on even a la rger sca le

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Now, that’s

HOT

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

So you keep on groing G

erm

an E

com

mer

ce m

arke

t, th

ank

you

Andr

é M

orys

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

Done test ing? No!

TESTING NEVER STOPS

Okay, end of life, cash cow, no need for any further growth accelaration or user knowledge!

onlinedialogue.com #Conversion2015 – Amsterdam – Ton Wesseling – April 14th 2015

ROAR – when to start with what

Time span!

Con

vers

ions

per

mon

th!

Risk! + Optimization! + Automation! Re-think!

1.000 conversions!per month!

10.000 conversions per month!

O N L I N E D I A L O G U E G u i d i n g y o u t o d i g i t a l m a t u r i t y

D e m y t h e n , d e l e u g e n s e n d e i l l u s i e s # C o n v e r s i o n 2 0 1 5 – A m s t e r d a m – A p r i l 1 4 t h 2 0 1 5

To n W e s s e l i n g

A / B - t e s t e n

E m a i l : t o n @ w e s s e l i n g . n e t !L i n k e d i n : t o n w e s s e l i n g !

T w i t t e r : @ t o n w !!

Ton Wessel ing !