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JeremyJohnson

SVPofExperienceTransformation
CONFIDENTIAL
ModernProduct
Discovery
When,where,why,&howmuch?
®
JeremyJohnson

SVPofExperienceTransformation
TravelAgents Gamers Travelers
CONFIDENTIAL
®
®
JeremyJohnson

SVPofExperienceTransformation
CONFIDENTIAL
Digital should be seamless across every
touchpoint. Our digital capabilities span
enterprise-scale architecture, product
strategy, design, and development
across devices.
S T R AT E G
Digital Transformatio
Digital Product Strateg
Experience Design & Innovation Program
Data Strategy & Governanc
Product Innovation & Roadmaps
D E S I G N & D E V E L O P M E N
Digital Channel Dev (Web, Mobile
Integration, Services & Middlewar
Digital Workplace Solution
UX/UI Design & Design System
Machine Learning & A
Enterprise & Application Architecture
Every interaction, process should be
thoughtfully designed, from customer
touchpoints to employee experiences. Our
culture and change management teams
can transform your organization
S T R AT E G
Service Desig
Workplace Culture Assessmen
Workplace Programming & Strateg
Employee Experience Strateg
Customer Experience Journey
D E S I G N & D E V E L O P M E N
Organizational Desig
Employee Productivit
Digital & Physical Accessibilit
Change Managemen
T
echnical Organization Readiness Analysis
People need great spaces to live, work, and
play. Our architects and interior designers
create effective, performant spaces that
improve employee retention, productivity,
and customer engagement.
S T R AT E G
Retail & Hospitality Strateg
Spatial Prototype
Hybrid Workplace Strateg
Space Optimization
DE S IG N & DE VE LOPME N
Architecture / Interior Desig
Retail Environment
Digital / Physical Channel Integratio
Workspaces for T
eam
Hospitality Desig
LEED Certification / WELL Standard
Rapid Concept Development
Comprehensiveservices.Asinglemethodology.
Digital People Spaces
C O N F I D E N T I A L
®
JeremyJohnson

SVPofExperienceTransformation
CONFIDENTIAL
Product,UX&“Discovery”
The beginning.
C O N F I D E N T I A L
“Iwantedatermthatconjured
upaverydifferentimageinthe
mindsofproductmanagersand
productteams. Iwantedthem
tohaveanopenmind,toknow
whattheycan’tknow,andadmit
whattheydon’tknow.”
h tt p s : // w w w. s v p g . c o m / t h e - o r i g i n - o f - p r o d u c t - d i s c ove r y/
— Marty Cagan
“There are any number of techniques used to help with discovery, and new
ones emerge all the time. An MVP is a discovery technique, as is design
thinking, as is customer development, as is “Jobs To Be Done.””
JTBD
Design

Thinking
Service
Design
h t t p s : // w w w . s v p g . c o m / t h e - o r i g i n - o f - p r o d u c t - d i s c o v e r y /
— Marty Cagan
1999
2011
2017
2021
1990
1987
1982
C O N F I D E N T I A L
“There are any number of techniques used to help with discovery, and new
ones emerge all the time. An MVP is a discovery technique, as is design
thinking, as is customer development, as is “Jobs To Be Done.””
JTBD
Design

Thinking
Service
Design
h t t p s : // w w w . s v p g . c o m / t h e - o r i g i n - o f - p r o d u c t - d i s c o v e r y /
— Marty Cagan
1999
2011
2017
2021
1990
1987
1982
C O N F I D E N T I A L
My
UX
Career
Start
Making sure we’re solving the right problems. Making sure we’re solving the problems right.
Discover &

Understand
Ideate
W
h
a
t
a
r
e
a
l
l
t
h
e
p
o
t
e
n
t
i
a
l
s
o
l
u
t
i
o
n
s
?
W
h
a
t
a
r
e
a
l
l
t
h
e
c
h
a
l
l
e
n
g
e
s
?
C
o
n
v
e
r
g
i
n
g
C
o
n
v
e
r
g
i
n
g
D
i
v
e
r
g
i
n
g
D
i
v
e
r
g
i
n
g
W
h
a
t
a
r
e
t
h
e
r
i
g
h
t
s
o
l
u
t
i
o
n
s
?
W
h
a
t
a
r
e
t
h
e
r
i
g
h
t
c
h
a
l
l
e
n
g
e
s
t
o
s
o
l
v
e
?
Explore &
Define
Design &
T
est
We need
a great ...!
This ... works
for us!
Align 


Prioritize
+
C O N F I D E N T I A L
British Design Council in 2005
https://www.designcouncil.org.uk/our-resources/the-double-diamond/history-of-the-double-diamond/
C O N F I D E N T I A L
K
nowable.
Capable of being known : able to be
determined or understood.
(Discovery gets you there!)
Making sure we’re solving the right problems. Making sure we’re solving the problems right.
Discover &

Understand
Ideate
W
h
a
t
a
r
e
a
l
l
t
h
e
p
o
t
e
n
t
i
a
l
s
o
l
u
t
i
o
n
s
?
W
h
a
t
a
r
e
a
l
l
t
h
e
c
h
a
l
l
e
n
g
e
s
?
C
o
n
v
e
r
g
i
n
g
C
o
n
v
e
r
g
i
n
g
D
i
v
e
r
g
i
n
g
D
i
v
e
r
g
i
n
g
W
h
a
t
a
r
e
t
h
e
r
i
g
h
t
s
o
l
u
t
i
o
n
s
?
W
h
a
t
a
r
e
t
h
e
r
i
g
h
t
c
h
a
l
l
e
n
g
e
s
t
o
s
o
l
v
e
?
Explore &
Define
Design &
T
est
We need
a great ...!
This ... works
for us!
Align 


Prioritize
+
C O N F I D E N T I A L
British Design Council in 2005
C O N F I D E N T I A L
The executive team
needs to mention AI in an
upcoming call... What if
we added AI...
???
Y
es! How about if
we all quickly list
out 10 ways AI will
help our
customers!!
C O N F I D E N T I A L
https://www
.fastcompany.com/91154806/ai-in-everything-era-pointless
C O N F I D E N T I A L
https://www
.amazon.com/Fall-Love-Problem-
Solution-Entrepreneurs/dp/16377
41987
C O N F I D E N T I A L
All Problems Right Problems All Solutions Right Solutions
When?
CONFIDENTIAL
When to initiate discovery processes to
maximize impact and efficiency.
® CONFIDENTIAL
Oftendigitaldevelopmentframeworksskip
“discovery”infavorofadaptability.
® CONFIDENTIAL
“Changetomarketconditions”
“Customerdidn’tusewhatwemade”
(AKA)
® CONFIDENTIAL
Discoveryhelpsreducetheamountof
adaptabilityneededovertime.
Withoutafoundationofresearch,insights,
andstrategyaroundmakingsureyou’re
solvingtherightproblemsintherightway,
youhavetheriskofmovinginthewrong
directionalltogether.
Adaptable
Needed
Time Time
Adaptable
Needed
Whenyouhaveabasefoundational
understandingofyourusers(customers,
employees,etc...),andknowwhat
problemsarethemostimpactful,you’ll
needlessrework(adaptability)overtime.
Correction needed
without discovery
Correction needed when
discovery is done well
C O N F I D E N T I A L
Y
ou can only adapt so far
.
Running fast in the wrong direction isn
’t helpful.
® CONFIDENTIAL
“ButJeremy,howcanyouever
knowifsomeonewilluse
somethingwithoutmakingit?”
(WhatifItoldyoumanyfailures
wereknowable?)
C O N F I D E N T I A L
Where do product teams often ask for
discovery help?
Amount
of
time
with
customers
Lifespan of the product
C O N F I D E N T I A L
Often, you start solving a
specific need directly with
customers.
Over time, process
and scale remove
that closeness.
As people leave the
company, features are
continually added...
At some point, customers don’t
feel like they’re being heard.
Competition enters
the market.
Amount
of
time
with
customers
Lifespan of the product
C O N F I D E N T I A L
Often, you start solving a
specific need directly with
customers.
Over time, process
and scale remove
that closeness.
* We get called here.
As people leave the
company, features are
continually added...
At some point, customers don’t
feel like they’re being heard.
Competition enters
the market.
Nothing is worse than hearing your
product is losing ground to the
competition. And when it’s losing not
just on feature set but also on ease of
use, User Experience, or visual design,
that means you’re not using discovery
well to identify these needs before they
become problems!
Losing sales due to
“ux”, Design, product
features, or increased
competition.
LATE to the game
Startingtolose
tocompetition
and/ordecline
inrevenue
C O N F I D E N T I A L
When was the last time we’ve sat with our
customers? When did we last walk next to
them as they spent a day living, working,
or playing? As companies grow, it
becomes harder and harder to stay close
as processes, organizational silos, and red
tape get in the way.
I t h a p p e n s t o e v e r yo n e
w i t h o u t a r e a l ly s t r o n g
i n t e r n a l pa s s i o n o r
c h a m p i o n f o r t h e c u s t o m e r .
Becoming
disconnected with
customer base
over time
C O N F I D E N T I A L
L AT E t o t h e g a m e
Discovery is excellent at helping teams decide
on the most essential, must-have features,
which can be left for later or left behind
altogether. T
oo many of the wrong features
drive bloat within the product, while the
wrong features won’t drive the metrics you
want to achieve.
F e at u r e b l o at o r d e c i s i o n
pa r a ly s i s o n w h at t o a d d
n e x t d r i v e s r e s e a r c h
Feature
prioritization —
both what to add
and remove
C O N F I D E N T I A L
r i g h t o n t i m e
Discoverycanhelpdiscovertheright“sliceof
thecake”toprovidecustomerswithanMVP
orassessanewfeatureintherealworld.If
youhavetheabilitytohaveyourteams
quicklylaunchatalowenoughcost,goforit! 


Hereyouseeresearcherswatchingsa
customeruseanewwayofcheckingout,live
andinperson!
organization is focused on
understanding by launching
and learning
Feature/Product
MVP“testandlearn”
CONFIDENTIAL
https://www.linkedin.com/posts/kaylaburkholder_its-officially-been-2-months-since-i-started-
activity-7215020255041970176-lqFS/?utm_source=share&utm_medium=member_desktop
right on time
Now you’re thinking ahead. Discovery is a
great way to determine what people want
from a product or service. What are those
“jobs”? What are those hidden insights and
nuggets to drive the next set of features or
new directions that can help your business
leapfrog the competition?
What to do next? What’s the
next big product or service?
What TAM should we go after?
Newproducts,
servicesorservice
lines(aka.greenfield)
C O N F I D E N T I A L
ahead of the game
C O N F I D E N T I A L
But there were always "leftovers" that neither the mop or
broom would get—that annoying later of fine grit that's so
hard to clean up.


They saw users come up with their own solution: they took a
mop, wrapped a paper towel around it and voila... the perfect
way to pick up that fine grit, or

just give the floor a quick clean.


Swiffer is essentially just the productized version of that DIY
solution they saw during their ethnographic research...


And it's currently selling north of $2 billion a year g

The takeaway: one simple observation can be enough to build
a multi-billion business.
https://www.linkedin.com/posts/sladner_one-tiny-insight-can-generate-billions-in-activity-7219725171559985155-JMwb?
utm_source=share&utm_medium=member_desktop
C O N F I D E N T I A L
In the user research with hundreds of families over
“taco night,” the designers came up with some key
insights about modern consumer expectations of
their sour cream:


Because consumers use sour cream as a topping
and a recipe ingredient, they need to be able to
portion it out both carefully and quickly, in amounts
large and small. Interviewees noted that precise
measurement was especially important for baking,
while aim and control mattered more for taco
nights. The team experimented with a range of
materials for a container and cap that could
dispense sour cream in differing amounts with both
ease and control.
https://thisismold.com/visual/packaging/daisy-sour-cream-squeeze-packaging-continuum
C O N F I D E N T I A L
While there are many frameworks, and 100s of methods, the best two places to
start to get the most value I’ve seen across organizations:
Two best places to get the most
value from discovery?
If you do not truly understand the world of the
users and you do not understand their problems,
you’re likely to head in the wrong direction, leading
you miles from where you want to be. These
generative programs that have a mix of both
qualitative and quantitive methods can setup your
team for success.
g e n e r at i n g i d e a s f r o m t h e
u s e r ’ s w o r l d ( n o t j u s t
“a s k i n g ” )
Everyone has an idea or opinion; it’s up to you to
ground those opinions and ideas in facts. Nothing
is stronger at pointing teams in the right direction
than a validated idea with a great story from the
users, building that empathy that makes for good
product development.
va l i d at e i d e at i o n f r o m t h e
s ta k e h o l d e r s t e a m s
® CONFIDENTIAL
https://www.userinterviews.com/blog/the-state-of-
user-research-report-2020
“93%ofresearchers
conductresearch
beforeanyone
designsanything.”
Thisyear,weheardfrommorepeopledoingresearch
earlierintheproductdevelopmentcycle.It'sexciting
toseethischange,especiallysinceit’sasignthat
teamsareusingresearchtodevelopnewideas
ratherthanvalidatetheirexistingones.
C O N F I D E N T I A L
“It’s no secret that regularly
engaging with customers helps you
discover better opportunities to
serve them - yet we all struggle to do
it well. This book is an
indispensable guide to making this
critical activity a continuous habit.
”
h t t p s : / / w w w . a m a z o n . c o m / C o n t i n u o u s - D i s c o v e r y - H a b i t s - D i s c o v e r - P r o d u c t s / d p / 1 7 3 6 6 3 3 3 0 9
— Martin Eriksson
Co-Founder & Chairman, Mind the Product
Customer understanding is never “
done”, like digital
product development, it’
s on-going.
® CONFIDENTIAL
Where?
CONFIDENTIAL
Where to focus efforts within the product
lifecycle and alignment with business goals.
® CONFIDENTIAL
Researchneedsto
movefrom“cost”to
predictorofpositive
businessoutcomes.
Researchhasabitofabrandingproblem...
® CONFIDENTIAL
® CONFIDENTIAL
Getbaselinemetricstomeasurechange(Usability,CSAT,
NPS,etc.)
Ensuremetricsaredirectlyconnectedtoyourproductand
businessgoals(profit/loss,margin,costreduction,etc.)
Askyourresearchershowagivenresearchplanwill
contributetomeasurablegoalsuntiltheycanexplainit
satisfactorily
Forpastandcurrentprojects,workwithresearchand
stakeholderstoconnectplannedoractualresearch
outcomeswithbusinessgoals
Incorporateresearchintoroadmapplanningearly.
Researchislikeanicebergwith80%ofitinvisibletoothers.
Includingthemafterplanninglimitstheirabilitytoensure
thatneededdatawillbegatheredwithintime,cost,and
qualityconstraints
Ifyouhavedesignersconductingresearch,bringinexperts
totrainandconsulttohelpthemquantifyandstructure
researchintomediumtolong-termgoals.
8ReasonsUX
ResearchIsn’t
GivingYouan
ROI,andWhat
toDoAboutIt
https://medium.com/@rick.researchmanager/the-
misuse-of-user-experience-ux-research-
b87a6a38474d
® CONFIDENTIAL
Getbaselinemetricstomeasurechange(Usability,CSAT,
NPS,etc.)
Ensuremetricsaredirectlyconnectedtoyourproductand
businessgoals(profit/loss,margin,costreduction,etc.)
Askyourresearchershowagivenresearchplanwill
contributetomeasurablegoalsuntiltheycanexplainit
satisfactorily
Forpastandcurrentprojects,workwithresearchand
stakeholderstoconnectplannedoractualresearch
outcomeswithbusinessgoals
Incorporateresearchintoroadmapplanningearly.
Researchislikeanicebergwith80%ofitinvisibletoothers.
Includingthemafterplanninglimitstheirabilitytoensure
thatneededdatawillbegatheredwithintime,cost,and
qualityconstraints
Ifyouhavedesignersconductingresearch,bringinexperts
totrainandconsulttohelpthemquantifyandstructure
researchintomediumtolong-termgoals.
8ReasonsUX
ResearchIsn’t
GivingYouan
ROI,andWhat
toDoAboutIt
https://medium.com/@rick.researchmanager/the-
misuse-of-user-experience-ux-research-
b87a6a38474d
® CONFIDENTIAL
Goals
(PM) (PM) (UXR)
+ (UXR)
Context/
Constraints
Methods/
Activities
® CONFIDENTIAL
Determine
yourgoals. IncreaseRevenue,margin,conversio
Driveefficiency,reducecosts,automate
processe
Driveengagement,cross-sell,utilizatio
Cost-effectivesolutions,MV
NPS,CX,EX,CustomerServic
Reduceerrors,ease-of-onboarding,AOV
...morespecificmetricstoyourproduct
® CONFIDENTIAL
Thinkaboutthe
contextand
constraints. Time-to-marke
Accesstouser
Accesstolocation
Budget
Teamskillsleve
Levelofcertaint
Teaminvolvement
® CONFIDENTIAL
Buildyour
planwiththe
right
methods
(andthere
arealotof
methods!!)
Stakeholder Interviews & Alignment

Existing Data Intake

Heuristic Evaluation

Literature Review

Content Inventory

Needs Assessment

Competitive Assessment

Future Prototyping

Research Plan

Contextual Inquiry

Diary Study

Participatory Design

Card Sort

Survey

Affinity Diagramming

Workflow Modeling

Persona Development

Critical User Journeys

Metrics Development

Ideation & Activation (Triptychs)

Align & Assess Workshop

Project Approach

Scenario-based System Walkthroughs

Technical Organization Capability
Analysis

Enterprise Architecture Capability
Assessment

Solution(s) Architecture Assessment

Ideation Workshops

Engagement Plan

Opportunities Generation & Evaluation

Opportunities Matrix

Value / Business Canvas

Generating jobs-to-be-done insights

Strategy Report

Physical Space Analysis

Corporate Culture Assessment

Architectural / Interior Design Brief

Feasibility Study

Sales & Support Interviews

Big Data & Analytics Insights

Implementation Strategy Roadmapping

KANO Feature Prioritization

Marketing Opportunities
® CONFIDENTIAL
Withamixofqualitative
andquantitivemethods,
justrightforthescope.
® CONFIDENTIAL
Ideation
Design
Development
Testing
Launch
Learning
Thisiswhyyouneedthatdiscoveryleader—thereareso
manypacestoapplydiscovery,andsomanywaysto
supportyourproductgoals.
CONTEXTUAL INTERVIEW
MAPPING JOURNEYS
GENERATING JOBS-TO-BE-DONE
SLICING THE ELEPHANT
USER STORIES
REHEARSING DIGITAL SERVICES
DECISION MATRIX
A/B TESTING
WIZARD OF OZ APPROACHES
USABILITY TESTING
® CONFIDENTIAL
They’regoingtomapouttheplan.
6WeekTimeline
Sr.Researcher

UXDesigner

Designer

Week1-2 Week2-3 Week4-5 Week5-6
ResearchKickoff
Worksho
StakeholderInterviews&
Alignmen
ExistingDataIntak
HeuristicEvaluatio
NeedsAssessmen
CompetitiveAssessmen
ResearchPlan
DiaryStudyLaunc
ContextualInquir
Dallas,TX(8
Austin,TX(8
ParticipatoryDesign:
CardSort
AffinityDiagrammin
WorkflowModelin
PersonaDevelopmen
CriticalUserJourney
EnterpriseArchitecture
CapabilityAssessment
Opportunities
Generation&Evaluatio
OpportunitiesMatri
MetricsDevelopmen
Ideation&Activatio
FinalPlan-of-Action
Report
Developer

ProjectManager
® CONFIDENTIAL
Intheend,theyshouldbedeliveringinsights
thataretieddirectlytoactionsthatdrivebetter
businessmetrics.
Goals Context/
Constraints
Methods/
Activities
Research
(Data)
Report/
Story
Plans&
Actions
® CONFIDENTIAL
Intheend,theyshouldbedeliveringinsights
thataretieddirectlytoactionsthatdrivebetter
businessmetrics.
Goals Context/
Constraints
Methods/
Activities
Research
(Data)
Report/
Story
Plans&
Actions
® CONFIDENTIAL
Rememberittakestime.
1x2-4hourContextualInquiry
1-2hourstoreviewdata
1-2hourstoaffinitizethedata
16CIs=112-144hours
Traveltime?
® CONFIDENTIAL
https://www.thisisservicedesigndoing.com/methods
Why?
CONFIDENTIAL
Why discovery methods are crucial for
identifying user needs, mitigating risks, and
driving key business metrics like revenue,
margin, and new product innovation.
® CONFIDENTIAL
® CONFIDENTIAL
® CONFIDENTIAL
https://www.mckinsey.com/capabilities/mckinsey-
design/our-insights/the-business-value-of-design
“Ourteamcollected
morethantwomillion
piecesoffinancialdata
andrecordedmorethan
100,000designactions.”
® CONFIDENTIAL
https://www.mckinsey.com/capabilities/mckinsey-
design/our-insights/the-business-value-of-design
® CONFIDENTIAL
https://www.mckinsey.com/
capabilities/mckinsey-design/
our-insights/the-business-
value-of-design
® CONFIDENTIAL
https://www.ibm.com/design/thinking/
static/Enterprise-Design-Thinking-
Report-8ab1e9e1622899654844a5fe1d76
0ed5.pdf
® CONFIDENTIAL
https://s3.amazonaws.com/designco-
web-assets/uploads/2019/01/The-New-
Design-Frontier-from-InVision-012919.pdf
® CONFIDENTIAL
https://hbr.org/2014/04/design-can-drive-exceptional-returns-for-shareholders
® CONFIDENTIAL
https://articles.centercentre.com/
three_hund_million_button/
“Thedesignersfixedtheproblemsimply.They
tookawaytheRegisterbutton. 


Initsplace,theyputaContinuebuttonwitha
simplemessage:“Youdonotneedtocreatean
accounttomakepurchasesonoursite.Simply
clickContinuetoproceedtocheckout.Tomake
yourfuturepurchasesevenfaster,youcancreatean
accountduringcheckout.”


Theresults:Thenumberofcustomerspurchasing
wentupby45%.Theextrapurchasesresultedinan
extra$15millionthefirstmonth.Forthefirstyear,
thesitesawanadditional$300,000,000.”
® CONFIDENTIAL
HowMuch?
CONFIDENTIAL
How much investment is necessary to
balance thorough research with agile
development needs
® CONFIDENTIAL
HowMuch
Shouldyou
Invest?
® CONFIDENTIAL
® CONFIDENTIAL
Discoveryshouldberelativetoscale(andneeded
investment)oftheproblembeingsolved.
Newtechplatform,marketing,
expensivecontent...
(thisisatruestory)
$??
“We’relookingtocreate
andseedamobilevideo
platformwithcurated,
professionalshowsmade
specificallyforthe
mobileuser.”
® CONFIDENTIAL
Discoveryshouldberelativetoscale(andneeded
investment)oftheproblembeingsolved.
Newtechplatform,marketing,
expensivecontent...
(thisisatruestory)
$2BN
“We’relookingtocreate
andseedamobilevideo
platformwithcurated,
professionalshowsmade
specificallyforthe
mobileuser.”
® CONFIDENTIAL
What%areyouwillingtospendondiscoveryto
helpproveyouhaveaviableproduct?
Newtechplatform,marketing,
expensivecontent...
$2BN 2%=$40M

5%=$100M

10%=$200M
® CONFIDENTIAL
“QuibineverrananMVP(minimumviableproduct)
oranyexperimentalpublicbetatotrytotestwhat
kindofcontentandwhatkindoffeaturesresonated
wellwiththeirtargetusers.”


“Theassumptionthatpeoplewouldliketowatch
shortdramaseriesepisodeswhentheyhadafew
minutestokillontheirphonewasn’tvalidated.
Becauseofthis,Katzenbergandco.wereessentially
runninga$2Bdollarhigh-riskexperiment.”
https://www.failory.com/cemetery/quibi
® CONFIDENTIAL
https://www.failory.com
® CONFIDENTIAL
® CONFIDENTIAL
https://www.failory.com
Discoverycan
reducethe
amountofthis
happening.
® CONFIDENTIAL
"Product/marketfitmeansbeinginagoodmarket
withaproductthatcansatisfythatmarket."
® CONFIDENTIAL
“Whydostartupsfail?”
https://www.cbinsights.com/research/report/startup-failure-reasons-top/
® CONFIDENTIAL
5%-8%
$6MInvestment 

3xProductTeams
$300k
OnDiscovery
$360k
OnDiscovery
$480k
OnDiscovery
3%-6%
$12MInvestment 

6xProductTeams
2%-4%
$24MInvestment 

12xProductTeams
Thinkofitasaslidingscale,withlower
percentagesasthebudgetsgrow.
® CONFIDENTIAL
5%-8%
$6MInvestment 

3xProductTeams
$300k-$480k
OnDiscovery
$360k-$720k
OnDiscovery
$480k-$960k
OnDiscovery
3%-6%
$12MInvestment 

6xProductTeams
2%-4%
$24MInvestment 

12xProductTeams
Thinkofitasaslidingscale,withlower
percentagesasthebudgetsgrow.
It’saboutreducingrisk.
® CONFIDENTIAL
Thisisoverayear.
Dependingonwhereyouareinyour
productlifecycle...
$300k
or
$25k
$200k
$25k $25k $25k $25k $25k $25k $25k $25k $25k $25k $25k
$100k
$0
IntenseRampup PauseforUXandDevelopmentCatchup UsabilityTesting
® CONFIDENTIAL
Ofcourse,ifitonlytakesa
smallamountoftimeor
investment(MVP,etc...)to
buildandlaunch—dothat!
® CONFIDENTIAL
Discoveryhelpsimproveyouroddsforsuccess
(whicharelowerthanyouthink).
Microsoftdeclaredthatroughlyone-thirdoftheirideas
yieldnegativeresults,one-thirdyieldnoresults,and
one-thirdyieldpositiveresults(KohaviandThomke,
2017)
StreamingserviceNetflixbelievesthat90%ofitsideas
arewrong(Moran,2007)
Googlereportedthatasmuchas96.1%oftheirideas
failtogeneratepositiveresults(Thomke,2020)
TravelsiteBooking.comsharedthat9outof10of
theirideasfailtoimprovemetrics(Thomke,2020).
® CONFIDENTIAL
Askyourself...What%isworth
mitigatingtherisk. 


Haveyouinvestedtherightamountinto
theproblemspace,andreallygettingto
knowyourcustomers?
® CONFIDENTIAL
® CONFIDENTIAL
HowMany
People?
BestPracticeTeamRatios
C O N F I D E N T I A L
1-2Researchers
1ProductOwner
2-3UXDesigners
5-8Developers
® CONFIDENTIAL
Leading,
shepherding,
spearheading...
Takinginsightsand
convertingtheminto
actionablestrategy.
® CONFIDENTIAL
Leading...
User-centricdesignis
everyone’s
responsibility,nota
siloedfunction.These
teamsshouldbesharing
widely,projecting,with
greatstorytellingskills.
® CONFIDENTIAL
600+
Jobpostings
® CONFIDENTIAL
ProductLifecycle
ContinuousDiscovery ContinuousDiscovery
IncreasedKnowledge
ContinuousDiscovery
® CONFIDENTIAL
“IfyouareworkingwithaUX
designerandnoticetheyare
lookingabitsad,honestlytryone
oftheseexamples,andyouwillsee
themhappyinseconds.”
https://www.linkedin.com/posts/patricia-reiners_how-to-flirt-with-a-ux-designer-
ugcPost-7219740833648939010-IcEa?utm_source=share&utm_medium=member_desktop
® CONFIDENTIAL
® CONFIDENTIAL
HowMuch
Time?
It’s easy to let insights get old, thinking you know enough, and moving to
a pace where continuous discovery slows to a stop.
Don’t get into a delta.
C O N F I D E N T I A L
Discovery
Efforts
Time
Discovery
Efforts
Time
C O N F I D E N T I A L
“The closest thing I’ve
ever found to a silver
bullet when it comes to
reliably improving the
products and
experiences that
organizations produce.
”
h t t p s : / / a r t i c l e s . c e n t e r c e n t r e . c o m / u s e r _ e x p o s u r e _ h o u r s /
— Jared M. Spool
“Exposure Hours”
C O N F I D E N T I A L
h t t p s : / / w w w . n n g r o u p . c o m / a r t i c l e s / u s e r - e x p o s u r e - g o a l s /
515 (12 weeks) - 1,160 (29 weeks)
Y
our team should have between...
... in a year
.
“...suggested annual goals for personal user-exposure hours
for different classes of personnel. For a company or group you
would add up the hours across your staff to come to an
appropriate overall user-exposure goal.”
C O N F I D E N T I A L
h t t p s : / / w w w . n n g r o u p . c o m / a r t i c l e s / u s e r - e x p o s u r e - g o a l s /
*and these hours should go beyond...
T
alking to users or interviewing them (nice, but not exposure to actual use
Focus groups (ditto
Surveys (ditto
Using products yourself (yes, this is real use, but you are not an average user
Reading the report from a usability study (a great learning resource, but a
summary is not the same as your own direct observation of live user behavior
Summative findings from a quantitative user study
, such as card sorting, tree
testing, and so on (only counts as user exposure if you watched each individual
user while they carried out the test)
How does your team fare in getting closer to users of the tools,
products, and systems that you’re building?
Simbatest?
C O N F I D E N T I A L
“I read the
report”
“I’ve seen the
interview videos”
“I’ve been part of a
focus group”
“I’ve been in some
of the usability
sessions”
“I’ve observed them
in context”
® CONFIDENTIAL
https://dscout.com/people-nerds/research-timelines
“...wereaskedtoreportageneral
timeframeittooktocomplete
theirmost-recentproject”
Mostreportedtheirprojecttaking"weeks"tocomplete
(59.3%),withnearlyathirdreportingmonths(30.3%).
Overall,themediannumberofdaystocompletearecent
projectwas42.
® CONFIDENTIAL
“Whenaskedabouta
recentproject...”
63.1%ofresearchsaidtheyhad"Just
EnoughTime."
22.4%had"NotEnough"andonly
14.6%had"MorethanEnough."
https://dscout.com/people-nerds/research-timelines
® CONFIDENTIAL
https://dscout.com/people-nerds/research-timelines
® CONFIDENTIAL
YourUXRsneedtobegreatatStorytelling!
https://design.lyft.com/why-storytelling-in-
uxr-matters-and-how-to-uplevel-your-
skills-4a6c5d464589
https://www.notably.ai/blog/
how-to-use-storytelling-in-ux-
research-reports
https://www.userinterviews.com/blog/
storytelling-in-ux-research
® CONFIDENTIAL
Thestoryneedstohaveabiasforaction,
includingaplantomoveforward.
Data Story Actions
TiedtoBusinessMetrics
BasedinData Plan
(UXR) (PM) (UXR)
+ (PM) (UXR)
+ (PM) (UXR)
+
® CONFIDENTIAL
You’re
(often)not
yourusers...
® CONFIDENTIAL
...remember
towalkamile
intheirshoes.
® CONFIDENTIAL
AI?
CONFIDENTIAL
Can we do more with today’s
reduced budgets using AI
® CONFIDENTIAL
Researchhas
alotof
unstructured
data
® CONFIDENTIAL
1,000sofmix-methods
datapoints
Affinitydiagramby
hand
(Manyhours )
® CONFIDENTIAL
“Thegeneralconsensus
amongpractitionersisthatAI
canbeausefulassistantbut
youshouldkeepaneyeonit
andcheckit'swork.
”
Youdon't
lettheinterndeliverwork
withoutcheckingitfirst.
—KellyMoran
® CONFIDENTIAL
Watchoutforinvented
data(AIlovestodothis
evenwhengivenrealdata!)
https://www.linkedin.com/posts/kellymoran_last-week-i-said-id-share-the-
results-of-activity-7213547030810353664-F_Oc/?
utm_source=share&utm_medium=member_desktop
® CONFIDENTIAL
“AIhallucinations
areincorrector
misleadingresultsthat
AImodelsgenerate.”
https://cloud.google.com/discover/what-are-ai-hallucinations
® CONFIDENTIAL
Toolsouttheretoday:QualitativeData
https://monkeylearn.com
https://doreveal.com
® CONFIDENTIAL
Toolsouttheretoday:QualitativeData
https://www.coloop.ai/ https://getwhy.io
® CONFIDENTIAL
Toolsouttheretoday:QualitativeData
https://joblens.ai
® CONFIDENTIAL
Toolsouttheretoday:DeskResearch/SyntheticData
https://www.openread.academy https://www.genei.io
® CONFIDENTIAL
Toolsouttheretoday:DeskResearch/SyntheticData
https://empathly.com
® CONFIDENTIAL
Toolsouttheretoday:SharingtheResearch
https://heymarvin.com
® CONFIDENTIAL
https://www.nngroup.com/articles/ai-
powered-tools-limitations/
®
JeremyJohnson

SVPofExperienceTransformation
CONFIDENTIAL
ModernProduct
Discovery
When?
Whentoinitiatediscoveryprocessesto
maximizeimpactandefficiency.
Where?
Wheretofocuseffortswithintheproduct
lifecycleandalignmentwithbusinessgoals.
Why?
Whydiscoverymethodsarecrucialfor
identifyinguserneeds,mitigatingrisks,and
drivingkeybusinessmetrics.
HowMuch?
Howmuchinvestmentisnecessaryto
balancethoroughresearchwithagile
developmentneeds
®
JeremyJohnson

SVPofExperienceTransformation
@jeremyjohnson
www.geniant.com
jeremy.johnson@geniant.com
CONFIDENTIAL
Modern
Product
Discovery
When,where,why,
&howmuch?
THATWAS...

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Modern Product Discovery: When, where, why, and how much?