CRAIG SULLIVAN
Senior Optimisation
Consultant
@OptimiseOrDie
24TH OCTOBER 2013
EMETRICS LONDON
A LOVE STORY WITH
NUMBERS AND PEOPLE
27T H OCT 2017
NUX MANCHESTER
Optimiser Of
Everything
AB TESTING AND UX
Digital Product Design is
And we’re all going to die…
@OptimiseOrDie
bit.ly/ProductPoo
BACK TO 1999
@OptimiseOrDie
•  Now I’m known as ‘that testing guy’
•  But I started life as a UX practitioner
•  >600 hours moderating in 3 years
•  Everything I did started here
•  Where did it take me?
•  UX, Analytics, Tools, blended.
•  I coach people and teams on
how to experiment profitably
•  I’m a plumber looking for
‘ leaks’ in the delight or revenue
for a business
•  Most companies don’t know
•  This is my job
@OptimiseOrDie
TODAY
Why do I get so angry?
Because We are
F***ing Stupid!
@OptimiseOrDie
@OptimiseOrDieAnnual Sales in DE/FR/UK/IT/ES = £4.5Bn (2015)
After Millions of Years of Evolution…
@OptimiseOrDie
@OptimiseOrDie
3 minutes later…
Reddit Explains…
“If it comes off in one, it's gonna be
banging! If you’re picking plastic out
of your dinner for ten minutes, it's
probably gonna taste like shit.”
@OptimiseOrDie
Quick Calculation:
•  £4.5Bn Sales @ £3.5 average price
•  Assume 60% are failures
•  Costs 90 seconds of wasted time
•  72514285714 seconds wasted
•  1208571428 minutes
•  20142857 hours
•  839,285 days of life - wasted on friction!
•  What about injuries? Food wastage? Ennui?
@OptimiseOrDie
@OptimiseOrDie
How hard is this to fix?
A Packaging Manifesto:
1.  Packaging should never require a tool or knife to open
2.  Packaging should not require finger control or strength
which discriminates against population groups
3.  Any packaging must be capable of being returned to its
original state to preserve any unused contents
@OptimiseOrDie
SECTION TITLE
SWINGING IN SCOTLAND
@OptimiseOrDie
SECTION TITLE
“AB TESTING FACE”
“Burning Rubber Doughnuts in the
Car Park of User Experience ”
“Testing Debt, man”
@OptimiseOrDie
1. Change Growth TrajectoryWould you do it in retail?
Awful terrible, unbelievably bad shit 80%
Passable 15%
OK 4%
<1%
5 YEARS AND 130 COMPANIES
Good
@OptimiseOrDie
“We are a data driven and
customer centric organisation…”
(but none of us have watched,
read or listened to customer
feedback in a year)
@OptimiseOrDie
“We have Session Replay,
Heatmaps, Form Analytics and
Voice of Customer Feedback”
(we just don’t look or act
on what they tell us)
@OptimiseOrDie
“We have agile product
development teams”
(but we haven’t reformed
anywhere else - signoff
takes a month)
@OptimiseOrDie
“We have a huge Conversion
Optimisation Team of 6 people”
(but they’re working
in a Silo, tinkering with button
testing or trivial insights)
@OptimiseOrDie
“We apply lean thinking at all
levels of the organisation”
(but we haven’t
changed the way
teams and managers
actually work)
@OptimiseOrDie
“We have the best tools,
methodologies and team around”
(but absolutely nothing
useful happens)
@OptimiseOrDie
Current State of the Internets
@OptimiseOrDie
Is this a “Landing Page Experience”?
www.ba.com/gatwick
www.ba.com/gatwick
<2-3mm	
Last night I saw an advert…
Last night I saw an advert…
Are	you	f***ing	kidding	me?
And	it	gets	worse!
And	it	gets	worse!
Screwing up Single Fields!
Spell Checker Enabled Wrong Keyboard Chosen
@LukeW
The Pinnacle of Optimisation?
Point Optimised Persuasion Ninjas
The Ikea of Psychological Ninja Messaging?
•  Like a ‘Franchise’ store
•  Every space competing directly
•  Maxed out on persuasion
•  Point optimised
•  Works ‘on average’
•  Holistic Experience?
•  How do I actually FEEL?
The Ikea of Psychological Ninja Messaging?
CMA to probe Hotels: bbc.in/2hfh70r
@OptimiseOrDie
Persuasion Motivation Usability Broken shit
How	to	Shi8	the	Needle	101
@OptimiseOrDie
•  Clothing 1M per month, 2 bugs
•  Travel 2M per month, 13 bugs
•  Telecoms 1.4M per month, 3 bugs
•  Travel 0.6M per month, 1 bug (iPad)
•  Event Site 2.5M per month, 11 bugs
–  These were only the first bugs we found
–  < 5 days time to fix – an ROI of 91,150%
–  Larger than the annual IT budget for some!
How much do product defects cost?
When’s	the	last	@me	you	checked	these?
@OptimiseOrDie
	
	
Marke-ng	
Whiffle	
	
Can	people	read	it?	
Can	people	use	it?	
Does	it	load	and	work	quickly?		
Does	it	work	on	customer	devices?
@OptimiseOrDie
Just	add	AB	tes@ng	for	instant	sparkle!
Why	is	this	stuff	important?
“Because an experience
is only as good as its
shittiest part.”
@OptimiseOrDie
•  We’re swamped with data
•  The underlying data is often flawed or unreliable
•  We don’t know what’s wrong with our products
•  We change stuff without evidence or observation
•  We build stuff nobody wants or needs
•  Product changes are not measured or tested
•  Nobody takes stuff away from the website
•  We build what internal people want, not customers
•  We don’t remove costly defects and wastage
•  Lean & Agile have left us with new types of debt
•  Ego is the enemy of all good work
•  Much Internet design is infused and driven by Ego
@OptimiseOrDie
What	is	going	wrong?
Thx @sdelbecqui @ericries @ycaseau
@OptimiseOrDie
Lean Organisations:
Pinterest
Twitter
Linkedin
Dropbox
BitTorrent
Airbnb
FT
ING
Spotify
Booking.com
@OptimiseOrDie
•  Copywriter	
•  Data	scien-st	
•  Product	Lead	
•  UX	Researcher	
•  Developer	
•  Designer	
Booking.com - Corporate Models
@OptimiseOrDie
FT.COM - Decoupling
@OptimiseOrDie
•  MVP approach
•  Launch as alpha, beta, pilot,
phased rollout
•  This approach includes
split testing to tune,
optimize or decide!
•  100s of releases a day!
•  Like getting in a shower
•  Read more at labs.ft.com
FT.COM – Release Methodology
@OptimiseOrDie
•  Small teams with direct access to publish
•  Ability to set and get metrics data directly
•  Tools, Autonomy, Lack of interference
•  No Project Managers or Business Analysts
•  Stakeholders decoupled from work
FT.COM - Corporate Models bit.ly/2mZAxH7
@OptimiseOrDie
•  Business wants: “15% increase in 12 months”
•  Business defines ‘outcomes’ – teams deliver
•  No long signoff chain
•  No pesky meddling during execution
•  Less time wasting meetings with morons!
•  Outcome not feature driven optimization
FT.COM - Decoupling bit.ly/2mZAxH7
@OptimiseOrDie
•  Most product changes we make are a waste of time!
•  The Financial Times – 50-70% of product developer time
wasted in a siloed organisational structure
•  Minimum project time was “At least 18 months” for anything
•  Projects were always late, underperformed, didn’t shift
metrics as expected
•  Post changes, every IT project was under time & budget
•  Products were iterated to hack their way to success
FT.COM – Advantages
@OptimiseOrDie
“Product changes and AB tests are just the
same thing to us. Where we’re moving to is
measuring and testing everything we do.
This approach tells us what works, what
doesn’t, what to keep, what to remove and
what we need to iterate.”
Financial Times – NextFT project
FT.COM – Advantages
•  Reform the Organisation, not the tools
•  Invest in analytics and people skills
•  Set people free to learn new disciplines and skills
•  Stop delivering ‘features’ and start doing ‘outcomes’
•  Validate everything - changes, tests, personalisation
•  Test everything that *can* be tested
•  Stop Ego from driving product – use insights & data
•  Continuous improvement rather than large releases
•  Use multiple product ‘horizons’ for strategy
•  Blend Lean, Agile, Data, UX and AB testing
•  Let’s give you some tips to take away and use!
@OptimiseOrDie
What	can	we	do	about	it?
@OptimiseOrDie
Conversion Research in One Hour:	
bit.ly/batmantesting
	
Session Replay Tools for Research:
bit.ly/decibelWAW & bit.ly/ReplayTools	
The List of UX Tools to Rule Them All:
bit.ly/UxTools & bit.ly/uxresourcepack
	
Lean Research – Further Reading:
@OptimiseOrDie
Lean Organisations – resources:
How Booking.com tests & organises teams:
http://bit.ly/SFrisby
Growth Team Models & Explanations:
http://bit.ly/GHmodel
ING video on Lean Corporate:
http://bit.ly/ingvideo
1.  Find out your Testing Bandwidth - Can you run any tests at all?
2.  Stop copying stuff blindly - Test or validate changes, don’t assume
3.  Get with Statistics - Doing testing? You need stats skillz
4.  Run a test Calculator - How long it takes and when to stop
5.  Prioritise All the Testing - Do the right tests in the right order
6.  Get a Decent Hypothesis - Forget this, forget your AB testing
7.  Record the device experience - Store the screen & recordings
8.  Simplify your Test Decisions - Stop overcomplicating test analysis
9.  Avoid Toxic AB Testing - Defects ruin your work and decisions
10.  Test Across 3 Horizons of Product - How to test ahead of yourself
@OptimiseOrDie
10 AB Testing Power-ups
>1200 tests a year
>1000 tests live
99% chance you’re in 10 tests
7000 tests in 2011
100,000 tests last year
@BartS
1: Find Out your Testing Bandwidth
1: Do you have testing bandwidth?
•  This is a little Amoeba
•  It hasn’t evolved to ride a bike yet
•  Do you have enough traffic?
•  < 500 ‘conversions’ a month?
•  Work on product/market fit!
•  Work that user research!
@OptimiseOrDie
2: Stop Copying Stuff Blindly…
•  Your customers are not the same
•  Your site is not the same
•  Your platform is not the same
•  Your advertising isn’t the same
•  The traffic isn’t the same
•  The UX is not the same
•  Your Device Mix is not the same
•  Your mistakes are different
bit.ly/BestPUnicorns	
bit.ly/BPSuccess	
bit.ly/BestpFAIL	
@OptimiseOrDie
@OptimiseOrDie
“STOP copying your competitors.
They may not know what the f***
they are doing either”
Peep Laja, ConversionXL
@OptimiseOrDie
“Why every Internet Marketer should be a Statistician”
http://bit.ly/1wMfs1G
“Statistical Significance does not equal Validity”
http://bit.ly/1wMfmY2
“Understanding the Cycles in your site”
http://mklnd.com/1pGSOUP
“Statistics for Dummies”
http://bit.ly/stats4dummies
3: Get With Statistics
@OptimiseOrDie
•  Run a test calculator first
•  If the answer is 9 Million years, do something else instead!
Online Dialogue Suite: bit.ly/CaLC1
VWO : bit.ly/CaLC2
Optimizely : bit.ly/CaLC3
Evan Miller : bit.ly/CaLC5
•  Testing is trading time and effort vs. potential reward
4: Run a Test Calculator
@OptimiseOrDie
	
§  Quadrants
§  PIE
§  ICE
§  ICE redux
§  TIR
§  Money Model
§  Hotwire
§  PXL
5: Prioritise Everything!
@OptimiseOrDie
Target	 Users	
per	
week	
CR	%	 AOV	 Each	5%	 5%	li8	
detected	
sample	
Min	
Weeks	
10%	li8	
detected	
sample	
Min	
Weeks	
15%	li8	
detected	
sample	
Min	
weeks	
Basket	 100,000	 5%	 £140	 £35,000	 48098	 1	 12301	 1	 5590	 1	
Landing	1	 60,000	 3%	 £190	 £17,100	 25566	 3	 6531	 1	 9528	 1	
Landing	2	 18,000	 0.6%	 £100	 £540	 419876	 47	 107513	 12	 48913	 6	
•  How	long	will	it	take	to	see	a	difference	of	5,	10	and	15%?	
•  How	much	sample	are	you	going	to	need	to	‘detect’	an	effect	you’re	hoping	for	
•  S-ck	to	tests	that	have	decent	sta-s-cal	power,	to	save	was-ng	-me!	
•  Read	these	two	ar-cles:	
https://inbound.org/discuss/conversionxl-live-notes-slides-and-q-a-
slideshare-s-now-included#paulinemarol
https://conversionxl.com/better-way-prioritize-ab-tests/
5: Statistical Power & Money Model
@OptimiseOrDie
bit.ly/hyp_kit	
6: Get a Proper Test Hypothesis
@OptimiseOrDie
Problem	
Statement	
Hypothesis	
Valida-on	
Rejected	
Hypothesis	 Hypothesis	
Valida-on	
AB	TEST	
Build/Measure/Learn	
Hypothesis	
Valida-on	
MVP	
Build/Measure/Learn	
6: Get a Hypothesis Hierarchy bit.ly/2mZAxH7
@OptimiseOrDie
•  Store the design layout in Google Analytics or other package
•  Use this to segment the results by the size of the design seen!
7: Record the Design people ‘see’
@OptimiseOrDie
bit.ly/Zoltar1
8: Simplify your Test Decisions
bit.ly/devicetesting
9: Avoid Toxic Testing using QA
Current	Product	
Op-misa-on	
MVP,	Next	Product	
Feature	op-misa-on	
Bedding	in	
Unknown	Product	
Discovery	&	
Explora-on	
10: Test Across 3 Horizons bit.ly/3horiz
1.  Get an Analytics Audit - Broken tills mean broken company
2.  Make a Device List - Prove you know this please
3.  Test and Fix Broken shit - Customers don’t self report problems
4.  Do Rapid Usability testing - Low cost and vital for great ideas
5.  Add Session Recording - See broken stuff, get evidence, fix it
6.  Run a Customer Survey - Regular surveys provide long term insight
7.  Install Voice of Customer tools - This asking people shit will never catch on
8.  Hire a Copywriter - Best money you’ll ever spend
9.  Invest in Analytics - Google Analytics is NOT free
10.  Add Form Analytics - Stop guessing and know what happens
11.  Check your Web Performance - Performance makes £££
@OptimiseOrDie
11 Optimisation Power-ups
@OptimiseOrDie
1: Get an Analytics Audit, NOW!
“Check the tills
are working AND
recording correctly!”
@OptimiseOrDie
@CharlesMeaden
•  What’s YOUR testing list?
•  Anyone checked if it’s true?
•  Use Google Analytics to tell you!
•  Tip – do these as a minimum:
•  iPhone 5/6
•  iPad late model
•  Samsung late model
•  Desktop (Chrome, Edge, Safari)
bit.ly/UltimateXDO
@OptimiseOrDie
2: WHAT do they ACTUALLY use
@OptimiseOrDie
End Device Discrimination TODAY!
•  If your shop doors aren’t wide enough?
•  Is it your fault or the customer?
@OptimiseOrDie
Desktop Testing
Crossbrowsertesting.com
Browserstack.com
Mobile & Tablet
Deviceanywhere.com
Aws.amazon.com/device-farm
bit.ly/MobileDeviceLab
3: Test Real Customer Handsets – NOW!
Som,	feedback	
Concepts:
Usability Hub www.usabilityhub.com
Five second test www.fivesecondtest.com
No Lab Testing:
Usertesting www.usertesting.com
Userlytics www.userlytics.com
Userzoom www.userzoom.com
Ethnio www.ethnio.com
What Users Do www.whatusersdo.com
Loop11 www.loop11.com
77
4: Validation & Usability tools
Som,	feedback	
DESKTOP & LAPTOP
CamStudio (free) www.camstudio.org
Mediacam AV (cheap) www.netu2.co.uk
Silverback (Mac) www.silverbackapp.com
Screenflow (Mac) www.telestream.net
MOBILE
UX Recorder (iOS) www.uxrecorder.com
Skype Hugging bit.ly/tesTfm
Airplay Mirroring bit.ly/JnwtMo
DIARY STUDIES
Get rich Context bit.ly/multichannels 78
4: Guerrilla & Diary Research:
@OptimiseOrDie
4: Shitty User Research – Stop It!
What the f*** is going on here:
•  Biased samples from recruitment & screening
•  Ineffably bad or biased moderator scripts
•  Focus on quantitative questions in qual research
•  Biased online panels (serial testers, poor screening)
•  Low cost does not mean good fidelity
•  Moderation as a skill to me seems ‘less valued’
1.5 Interviewing Tips
•  Doing this stuff properly is hard
•  Interviewing and testing tips:
“Don’t Make Me Think” amzn.to/1gIZEJn
“Rocket Surgery Made Easy” amzn.to/1e0hnUL
“Talking to Customers” bit.ly/1e0hT58
“Talking with Participants” bit.ly/1kKL3LE
“Don’t listen to Users” bit.ly/1cQpiIE
“Interviewing Tips” bit.ly/1fKqu03
“More interviewing Tips” bit.ly/1bmvGT
80
@OptimiseOrDie
5: Session Recording for “User Struggle”
•  Helping you find out WHY!
Decibel Insight www.decibelinsight.com
Hotjar www.hotjar.com
Inspectlet www.inspectlet.com
SessionCam www.sessioncam.com
Clicktale www.clicktale.com
Mouseflow www.mouseflow.com
Ghostrec www.ghostrec.com
Yandex WebVisor (free) metrica.yandex.com/promo/webvisor
@OptimiseOrDie
SurveyGizmo www.surveygizmo.com
Google Forms www.google.com/forms/about/
Surveymonkey www.surveymonkey.co.uk
Typeform www.typeform.com
Qualtrics www.qualtrics.com
6: Run a Customer Survey
@OptimiseOrDie
7: Install Voice of Customer or Polling Tools
HotJar www.hotjar.com
Kampyle www.kampyle.com
Qualaroo www.qualaroo.com
Webengage www.webengage.com
@OptimiseOrDie
8: Pay for a Copywriter FFS
@OptimiseOrDie
8: The Economics of Copywriting
“Stop asking people to fill-in by writing
copy. Especially don’t ask developers to
do this! Hire staff or train them.
Bad copy on your site costs more money
than hiring someone. Good copy earns
tens or hundreds of times that cost..”
@OptimiseOrDie
9: Invest in Analytics
•  Google Analytics is NOT free
•  Your Car will not run without Oil
•  Your Analytics will not run without Love
•  Put budget into optimising the analytics!
It’s like writing a love note to your future self!
Do it today. Start writing it.
@OptimiseOrDie
10: Add Form Analytics
Formisimo
www.formisimo.com
Heap analytics
www.heapanalytics.com
Hotjar
www.hotjar.com
Google Tag Manager & Analytics
bit.ly/SimoGA
“This is so we can call you in
case there’s a problem
delivering your order.”
11: Check your Web Performance
•  Turn off Wi-Fi at all times!
•  Use these performance tools:
Mobile & Desktop
Mobile Speed test
Google Pagespeed Insights:
•  Google analytics TELLS you what’s slow:
•  Google Statistics on Site Performance:
(< 2 seconds good, 2-3 just OK, 3+ bad)
@OptimiseOrDie
1.  Get an Analytics Audit - Broken tills mean broken company
2.  Make a Device List - Prove you know this please
3.  Test and Fix Broken shit - Customers don’t self report problems
4.  Do Rapid Usability testing - Low cost and vital for great ideas
5.  Add Session Recording - See broken stuff, get evidence, fix it
6.  Run a Customer Survey - Regular surveys provide long term insight
7.  Install Voice of Customer tools - This asking people shit will never catch on
8.  Hire a Copywriter - Best money you’ll ever spend
9.  Invest in Analytics - Google Analytics is NOT free
10.  Add Form Analytics - Stop guessing and know what happens
11.  Check your Web Performance - Performance makes £££
@OptimiseOrDie
11 Optimisation Power-ups
SO WHAT’S THE MESSAGE?
SECTION TITLE
1 MOST AB TESTING IS DOG POO
2 CROSS DEVICE EXPERIENCES SUCK
3 DEFECTS AND WASTAGE ARE HUGE
4 EONS ARE WASTED BUILDING USELESS STUFF
5 PEOPLE & CULTURE MAKE PROBLEMS, NOT TOOLS
6 DATA DRIVES NOTHING, PEOPLE ARE THE LENS
7 UX, ANALYTICS, TESTING & TOOLS = SUCCESS
8 TEAM PRODUCTIVITY & QUALITY STILL SUCK
9 REFORM THE COMPANY, NOT THE TECHNOLOGY
10 QUAL WITH QUANT TRIANGULATES & FOCUSES
SUMMARY
92
@OptimiseOrDie
The Experience Optimisation Engine
(1) Pre Model Checklist
Groundwork and common
sense checks before any
modelling or research begins
(2) Rapid Modelling
Basic sketching & modelling to
prioritise focal areas for
research, reduce scope
(3) Research or Heuristic
Use upfront & rapid analytics
insights to prioritise focal areas
for research time
(4) Model
Post research – model the site
around priorities from research,
analytics & more
(5) Streaming
This is where the big pile of
issues gets turned into different
project backlogs
(6) Triage & Triangulate
Where you cluster themes or
issues, triangulate clues from
multiple tools and run sizing
against test targets
(7) Prioritisation
Where you bubble the most
promising test ideas to the top
of the stack bit.ly/CRO4Agencies
s zn+1 = zn
2 + c
Your are Optimising a Business:
@OptimiseOrDie
CRAIG SULLIVAN
Senior Optimisation
Consultant
@OptimiseOrDie
24TH OCTOBER 2013
EMETRICS LONDONOptimiser Of
Everything
THANK YOU!
Manchester Workshop Next Week:
bit.ly/MancClass
20 hours of training for £380:
bit.ly/CRO4Agencies
Get this Deck:
http://bit.ly/ProductPoo
Read my stuff:
medium.com/@optimiseordie
@OptimiseOrDie

AB Testing and UX - a love story with numbers and people (by Craig Sullivan at #NUX6)

  • 1.
    CRAIG SULLIVAN Senior Optimisation Consultant @OptimiseOrDie 24THOCTOBER 2013 EMETRICS LONDON A LOVE STORY WITH NUMBERS AND PEOPLE 27T H OCT 2017 NUX MANCHESTER Optimiser Of Everything AB TESTING AND UX
  • 2.
    Digital Product Designis And we’re all going to die… @OptimiseOrDie bit.ly/ProductPoo
  • 3.
    BACK TO 1999 @OptimiseOrDie • Now I’m known as ‘that testing guy’ •  But I started life as a UX practitioner •  >600 hours moderating in 3 years •  Everything I did started here •  Where did it take me?
  • 4.
    •  UX, Analytics,Tools, blended. •  I coach people and teams on how to experiment profitably •  I’m a plumber looking for ‘ leaks’ in the delight or revenue for a business •  Most companies don’t know •  This is my job @OptimiseOrDie TODAY
  • 5.
    Why do Iget so angry? Because We are F***ing Stupid! @OptimiseOrDie
  • 6.
    @OptimiseOrDieAnnual Sales inDE/FR/UK/IT/ES = £4.5Bn (2015) After Millions of Years of Evolution…
  • 7.
  • 8.
  • 9.
    Reddit Explains… “If itcomes off in one, it's gonna be banging! If you’re picking plastic out of your dinner for ten minutes, it's probably gonna taste like shit.” @OptimiseOrDie
  • 10.
    Quick Calculation: •  £4.5BnSales @ £3.5 average price •  Assume 60% are failures •  Costs 90 seconds of wasted time •  72514285714 seconds wasted •  1208571428 minutes •  20142857 hours •  839,285 days of life - wasted on friction! •  What about injuries? Food wastage? Ennui? @OptimiseOrDie
  • 11.
  • 12.
    A Packaging Manifesto: 1. Packaging should never require a tool or knife to open 2.  Packaging should not require finger control or strength which discriminates against population groups 3.  Any packaging must be capable of being returned to its original state to preserve any unused contents @OptimiseOrDie
  • 13.
    SECTION TITLE SWINGING INSCOTLAND @OptimiseOrDie
  • 14.
  • 15.
    “Burning Rubber Doughnutsin the Car Park of User Experience ” “Testing Debt, man”
  • 16.
    @OptimiseOrDie 1. Change GrowthTrajectoryWould you do it in retail?
  • 17.
    Awful terrible, unbelievablybad shit 80% Passable 15% OK 4% <1% 5 YEARS AND 130 COMPANIES Good
  • 18.
    @OptimiseOrDie “We are adata driven and customer centric organisation…” (but none of us have watched, read or listened to customer feedback in a year)
  • 19.
    @OptimiseOrDie “We have SessionReplay, Heatmaps, Form Analytics and Voice of Customer Feedback” (we just don’t look or act on what they tell us)
  • 20.
    @OptimiseOrDie “We have agileproduct development teams” (but we haven’t reformed anywhere else - signoff takes a month)
  • 21.
    @OptimiseOrDie “We have ahuge Conversion Optimisation Team of 6 people” (but they’re working in a Silo, tinkering with button testing or trivial insights)
  • 22.
    @OptimiseOrDie “We apply leanthinking at all levels of the organisation” (but we haven’t changed the way teams and managers actually work)
  • 23.
    @OptimiseOrDie “We have thebest tools, methodologies and team around” (but absolutely nothing useful happens)
  • 24.
  • 25.
    @OptimiseOrDie Is this a“Landing Page Experience”?
  • 26.
  • 27.
  • 28.
    <2-3mm Last night Isaw an advert…
  • 29.
    Last night Isaw an advert…
  • 30.
  • 31.
  • 32.
  • 33.
    Screwing up SingleFields! Spell Checker Enabled Wrong Keyboard Chosen @LukeW
  • 35.
    The Pinnacle ofOptimisation?
  • 36.
  • 37.
    The Ikea ofPsychological Ninja Messaging? •  Like a ‘Franchise’ store •  Every space competing directly •  Maxed out on persuasion •  Point optimised •  Works ‘on average’ •  Holistic Experience? •  How do I actually FEEL?
  • 38.
    The Ikea ofPsychological Ninja Messaging? CMA to probe Hotels: bbc.in/2hfh70r
  • 39.
    @OptimiseOrDie Persuasion Motivation UsabilityBroken shit How to Shi8 the Needle 101
  • 40.
    @OptimiseOrDie •  Clothing 1Mper month, 2 bugs •  Travel 2M per month, 13 bugs •  Telecoms 1.4M per month, 3 bugs •  Travel 0.6M per month, 1 bug (iPad) •  Event Site 2.5M per month, 11 bugs –  These were only the first bugs we found –  < 5 days time to fix – an ROI of 91,150% –  Larger than the annual IT budget for some! How much do product defects cost?
  • 41.
  • 42.
  • 43.
    Why is this stuff important? “Because an experience isonly as good as its shittiest part.” @OptimiseOrDie
  • 44.
    •  We’re swampedwith data •  The underlying data is often flawed or unreliable •  We don’t know what’s wrong with our products •  We change stuff without evidence or observation •  We build stuff nobody wants or needs •  Product changes are not measured or tested •  Nobody takes stuff away from the website •  We build what internal people want, not customers •  We don’t remove costly defects and wastage •  Lean & Agile have left us with new types of debt •  Ego is the enemy of all good work •  Much Internet design is infused and driven by Ego @OptimiseOrDie What is going wrong?
  • 45.
  • 46.
  • 47.
    @OptimiseOrDie •  Copywriter •  Data scien-st • Product Lead •  UX Researcher •  Developer •  Designer Booking.com - Corporate Models
  • 48.
  • 49.
    @OptimiseOrDie •  MVP approach • Launch as alpha, beta, pilot, phased rollout •  This approach includes split testing to tune, optimize or decide! •  100s of releases a day! •  Like getting in a shower •  Read more at labs.ft.com FT.COM – Release Methodology
  • 50.
    @OptimiseOrDie •  Small teamswith direct access to publish •  Ability to set and get metrics data directly •  Tools, Autonomy, Lack of interference •  No Project Managers or Business Analysts •  Stakeholders decoupled from work FT.COM - Corporate Models bit.ly/2mZAxH7
  • 51.
    @OptimiseOrDie •  Business wants:“15% increase in 12 months” •  Business defines ‘outcomes’ – teams deliver •  No long signoff chain •  No pesky meddling during execution •  Less time wasting meetings with morons! •  Outcome not feature driven optimization FT.COM - Decoupling bit.ly/2mZAxH7
  • 52.
    @OptimiseOrDie •  Most productchanges we make are a waste of time! •  The Financial Times – 50-70% of product developer time wasted in a siloed organisational structure •  Minimum project time was “At least 18 months” for anything •  Projects were always late, underperformed, didn’t shift metrics as expected •  Post changes, every IT project was under time & budget •  Products were iterated to hack their way to success FT.COM – Advantages
  • 53.
    @OptimiseOrDie “Product changes andAB tests are just the same thing to us. Where we’re moving to is measuring and testing everything we do. This approach tells us what works, what doesn’t, what to keep, what to remove and what we need to iterate.” Financial Times – NextFT project FT.COM – Advantages
  • 54.
    •  Reform theOrganisation, not the tools •  Invest in analytics and people skills •  Set people free to learn new disciplines and skills •  Stop delivering ‘features’ and start doing ‘outcomes’ •  Validate everything - changes, tests, personalisation •  Test everything that *can* be tested •  Stop Ego from driving product – use insights & data •  Continuous improvement rather than large releases •  Use multiple product ‘horizons’ for strategy •  Blend Lean, Agile, Data, UX and AB testing •  Let’s give you some tips to take away and use! @OptimiseOrDie What can we do about it?
  • 55.
    @OptimiseOrDie Conversion Research inOne Hour: bit.ly/batmantesting Session Replay Tools for Research: bit.ly/decibelWAW & bit.ly/ReplayTools The List of UX Tools to Rule Them All: bit.ly/UxTools & bit.ly/uxresourcepack Lean Research – Further Reading:
  • 56.
    @OptimiseOrDie Lean Organisations –resources: How Booking.com tests & organises teams: http://bit.ly/SFrisby Growth Team Models & Explanations: http://bit.ly/GHmodel ING video on Lean Corporate: http://bit.ly/ingvideo
  • 57.
    1.  Find outyour Testing Bandwidth - Can you run any tests at all? 2.  Stop copying stuff blindly - Test or validate changes, don’t assume 3.  Get with Statistics - Doing testing? You need stats skillz 4.  Run a test Calculator - How long it takes and when to stop 5.  Prioritise All the Testing - Do the right tests in the right order 6.  Get a Decent Hypothesis - Forget this, forget your AB testing 7.  Record the device experience - Store the screen & recordings 8.  Simplify your Test Decisions - Stop overcomplicating test analysis 9.  Avoid Toxic AB Testing - Defects ruin your work and decisions 10.  Test Across 3 Horizons of Product - How to test ahead of yourself @OptimiseOrDie 10 AB Testing Power-ups
  • 58.
    >1200 tests ayear >1000 tests live 99% chance you’re in 10 tests 7000 tests in 2011 100,000 tests last year @BartS 1: Find Out your Testing Bandwidth
  • 59.
    1: Do youhave testing bandwidth? •  This is a little Amoeba •  It hasn’t evolved to ride a bike yet •  Do you have enough traffic? •  < 500 ‘conversions’ a month? •  Work on product/market fit! •  Work that user research! @OptimiseOrDie
  • 60.
    2: Stop CopyingStuff Blindly… •  Your customers are not the same •  Your site is not the same •  Your platform is not the same •  Your advertising isn’t the same •  The traffic isn’t the same •  The UX is not the same •  Your Device Mix is not the same •  Your mistakes are different bit.ly/BestPUnicorns bit.ly/BPSuccess bit.ly/BestpFAIL @OptimiseOrDie
  • 61.
    @OptimiseOrDie “STOP copying yourcompetitors. They may not know what the f*** they are doing either” Peep Laja, ConversionXL
  • 62.
    @OptimiseOrDie “Why every InternetMarketer should be a Statistician” http://bit.ly/1wMfs1G “Statistical Significance does not equal Validity” http://bit.ly/1wMfmY2 “Understanding the Cycles in your site” http://mklnd.com/1pGSOUP “Statistics for Dummies” http://bit.ly/stats4dummies 3: Get With Statistics
  • 63.
    @OptimiseOrDie •  Run atest calculator first •  If the answer is 9 Million years, do something else instead! Online Dialogue Suite: bit.ly/CaLC1 VWO : bit.ly/CaLC2 Optimizely : bit.ly/CaLC3 Evan Miller : bit.ly/CaLC5 •  Testing is trading time and effort vs. potential reward 4: Run a Test Calculator
  • 64.
    @OptimiseOrDie §  Quadrants §  PIE § ICE §  ICE redux §  TIR §  Money Model §  Hotwire §  PXL 5: Prioritise Everything!
  • 65.
    @OptimiseOrDie Target Users per week CR % AOV Each 5% 5% li8 detected sample Min Weeks 10% li8 detected sample Min Weeks 15% li8 detected sample Min weeks Basket 100,000 5% £140 £35,000 48098 1 12301 1 5590 1 Landing 1 60,000 3% £190 £17,100 25566 3 6531 1 9528 1 Landing 2 18,000 0.6% £100 £540 419876 47 107513 12 48913 6 •  How long will it take to see a difference of 5, 10 and 15%? •  How much sample are you going to need to ‘detect’ an effect you’re hoping for •  S-ck to tests that have decent sta-s-cal power, to save was-ng -me! •  Read these two ar-cles: https://inbound.org/discuss/conversionxl-live-notes-slides-and-q-a- slideshare-s-now-included#paulinemarol https://conversionxl.com/better-way-prioritize-ab-tests/ 5: Statistical Power & Money Model
  • 66.
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  • 68.
    @OptimiseOrDie •  Store thedesign layout in Google Analytics or other package •  Use this to segment the results by the size of the design seen! 7: Record the Design people ‘see’
  • 69.
  • 70.
  • 71.
  • 72.
    1.  Get anAnalytics Audit - Broken tills mean broken company 2.  Make a Device List - Prove you know this please 3.  Test and Fix Broken shit - Customers don’t self report problems 4.  Do Rapid Usability testing - Low cost and vital for great ideas 5.  Add Session Recording - See broken stuff, get evidence, fix it 6.  Run a Customer Survey - Regular surveys provide long term insight 7.  Install Voice of Customer tools - This asking people shit will never catch on 8.  Hire a Copywriter - Best money you’ll ever spend 9.  Invest in Analytics - Google Analytics is NOT free 10.  Add Form Analytics - Stop guessing and know what happens 11.  Check your Web Performance - Performance makes £££ @OptimiseOrDie 11 Optimisation Power-ups
  • 73.
    @OptimiseOrDie 1: Get anAnalytics Audit, NOW! “Check the tills are working AND recording correctly!” @OptimiseOrDie @CharlesMeaden
  • 74.
    •  What’s YOURtesting list? •  Anyone checked if it’s true? •  Use Google Analytics to tell you! •  Tip – do these as a minimum: •  iPhone 5/6 •  iPad late model •  Samsung late model •  Desktop (Chrome, Edge, Safari) bit.ly/UltimateXDO @OptimiseOrDie 2: WHAT do they ACTUALLY use
  • 75.
    @OptimiseOrDie End Device DiscriminationTODAY! •  If your shop doors aren’t wide enough? •  Is it your fault or the customer?
  • 76.
    @OptimiseOrDie Desktop Testing Crossbrowsertesting.com Browserstack.com Mobile &Tablet Deviceanywhere.com Aws.amazon.com/device-farm bit.ly/MobileDeviceLab 3: Test Real Customer Handsets – NOW!
  • 77.
    Som, feedback Concepts: Usability Hub www.usabilityhub.com Fivesecond test www.fivesecondtest.com No Lab Testing: Usertesting www.usertesting.com Userlytics www.userlytics.com Userzoom www.userzoom.com Ethnio www.ethnio.com What Users Do www.whatusersdo.com Loop11 www.loop11.com 77 4: Validation & Usability tools
  • 78.
    Som, feedback DESKTOP & LAPTOP CamStudio(free) www.camstudio.org Mediacam AV (cheap) www.netu2.co.uk Silverback (Mac) www.silverbackapp.com Screenflow (Mac) www.telestream.net MOBILE UX Recorder (iOS) www.uxrecorder.com Skype Hugging bit.ly/tesTfm Airplay Mirroring bit.ly/JnwtMo DIARY STUDIES Get rich Context bit.ly/multichannels 78 4: Guerrilla & Diary Research:
  • 79.
    @OptimiseOrDie 4: Shitty UserResearch – Stop It! What the f*** is going on here: •  Biased samples from recruitment & screening •  Ineffably bad or biased moderator scripts •  Focus on quantitative questions in qual research •  Biased online panels (serial testers, poor screening) •  Low cost does not mean good fidelity •  Moderation as a skill to me seems ‘less valued’
  • 80.
    1.5 Interviewing Tips • Doing this stuff properly is hard •  Interviewing and testing tips: “Don’t Make Me Think” amzn.to/1gIZEJn “Rocket Surgery Made Easy” amzn.to/1e0hnUL “Talking to Customers” bit.ly/1e0hT58 “Talking with Participants” bit.ly/1kKL3LE “Don’t listen to Users” bit.ly/1cQpiIE “Interviewing Tips” bit.ly/1fKqu03 “More interviewing Tips” bit.ly/1bmvGT 80
  • 81.
    @OptimiseOrDie 5: Session Recordingfor “User Struggle” •  Helping you find out WHY! Decibel Insight www.decibelinsight.com Hotjar www.hotjar.com Inspectlet www.inspectlet.com SessionCam www.sessioncam.com Clicktale www.clicktale.com Mouseflow www.mouseflow.com Ghostrec www.ghostrec.com Yandex WebVisor (free) metrica.yandex.com/promo/webvisor
  • 82.
    @OptimiseOrDie SurveyGizmo www.surveygizmo.com Google Formswww.google.com/forms/about/ Surveymonkey www.surveymonkey.co.uk Typeform www.typeform.com Qualtrics www.qualtrics.com 6: Run a Customer Survey
  • 83.
    @OptimiseOrDie 7: Install Voiceof Customer or Polling Tools HotJar www.hotjar.com Kampyle www.kampyle.com Qualaroo www.qualaroo.com Webengage www.webengage.com
  • 84.
    @OptimiseOrDie 8: Pay fora Copywriter FFS
  • 85.
    @OptimiseOrDie 8: The Economicsof Copywriting “Stop asking people to fill-in by writing copy. Especially don’t ask developers to do this! Hire staff or train them. Bad copy on your site costs more money than hiring someone. Good copy earns tens or hundreds of times that cost..”
  • 86.
    @OptimiseOrDie 9: Invest inAnalytics •  Google Analytics is NOT free •  Your Car will not run without Oil •  Your Analytics will not run without Love •  Put budget into optimising the analytics! It’s like writing a love note to your future self! Do it today. Start writing it.
  • 87.
    @OptimiseOrDie 10: Add FormAnalytics Formisimo www.formisimo.com Heap analytics www.heapanalytics.com Hotjar www.hotjar.com Google Tag Manager & Analytics bit.ly/SimoGA “This is so we can call you in case there’s a problem delivering your order.”
  • 88.
    11: Check yourWeb Performance •  Turn off Wi-Fi at all times! •  Use these performance tools: Mobile & Desktop Mobile Speed test Google Pagespeed Insights: •  Google analytics TELLS you what’s slow: •  Google Statistics on Site Performance: (< 2 seconds good, 2-3 just OK, 3+ bad) @OptimiseOrDie
  • 89.
    1.  Get anAnalytics Audit - Broken tills mean broken company 2.  Make a Device List - Prove you know this please 3.  Test and Fix Broken shit - Customers don’t self report problems 4.  Do Rapid Usability testing - Low cost and vital for great ideas 5.  Add Session Recording - See broken stuff, get evidence, fix it 6.  Run a Customer Survey - Regular surveys provide long term insight 7.  Install Voice of Customer tools - This asking people shit will never catch on 8.  Hire a Copywriter - Best money you’ll ever spend 9.  Invest in Analytics - Google Analytics is NOT free 10.  Add Form Analytics - Stop guessing and know what happens 11.  Check your Web Performance - Performance makes £££ @OptimiseOrDie 11 Optimisation Power-ups
  • 90.
  • 91.
    SECTION TITLE 1 MOSTAB TESTING IS DOG POO 2 CROSS DEVICE EXPERIENCES SUCK 3 DEFECTS AND WASTAGE ARE HUGE 4 EONS ARE WASTED BUILDING USELESS STUFF 5 PEOPLE & CULTURE MAKE PROBLEMS, NOT TOOLS 6 DATA DRIVES NOTHING, PEOPLE ARE THE LENS 7 UX, ANALYTICS, TESTING & TOOLS = SUCCESS 8 TEAM PRODUCTIVITY & QUALITY STILL SUCK 9 REFORM THE COMPANY, NOT THE TECHNOLOGY 10 QUAL WITH QUANT TRIANGULATES & FOCUSES SUMMARY
  • 92.
  • 93.
    @OptimiseOrDie The Experience OptimisationEngine (1) Pre Model Checklist Groundwork and common sense checks before any modelling or research begins (2) Rapid Modelling Basic sketching & modelling to prioritise focal areas for research, reduce scope (3) Research or Heuristic Use upfront & rapid analytics insights to prioritise focal areas for research time (4) Model Post research – model the site around priorities from research, analytics & more (5) Streaming This is where the big pile of issues gets turned into different project backlogs (6) Triage & Triangulate Where you cluster themes or issues, triangulate clues from multiple tools and run sizing against test targets (7) Prioritisation Where you bubble the most promising test ideas to the top of the stack bit.ly/CRO4Agencies
  • 94.
    s zn+1 = zn 2 + c Yourare Optimising a Business: @OptimiseOrDie
  • 95.
    CRAIG SULLIVAN Senior Optimisation Consultant @OptimiseOrDie 24THOCTOBER 2013 EMETRICS LONDONOptimiser Of Everything THANK YOU! Manchester Workshop Next Week: bit.ly/MancClass 20 hours of training for £380: bit.ly/CRO4Agencies Get this Deck: http://bit.ly/ProductPoo Read my stuff: medium.com/@optimiseordie @OptimiseOrDie