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Qualitative Intelligence
The art of qualitative data into powerful insight
Mitchell Gillespie | Director of Product Management
About Me
4 years @
Wave HQ
2 years @
Street Contxt
2 years @
BrainStation
Present @
Wave HQ
Product Manager
Head of Product
Lead Educator
Product Management
Director of Product
Management
WaveHQ is hiring!
Contact me on LinkedIn
I’m standing on the shoulders of giants
Core beliefs
as PM
Courtesy of: David Lapin (www.lapininternational.com)
Courtesy of: David Lapin (www.lapininternational.com)
Courtesy of: David Lapin (www.lapininternational.com)
Structural
Lens
Ideological
Lens
Relational
Lens
Daniel Pink (www.danpink.com)
3 factors lead to better personal
performance & personal satisfaction
Purpose
Mastery
Autonomy
Why talk about
Qualitative
Intelligence?
Qualitative Research
Qualitative research is multimethod in focus, involving an interpretive, naturalistic
approach to its subject matter. It is an attempt to make sense of, or interpret,
phenomena in terms of the meanings people bring to them.
Denzin and Lincoln (1994, p. 14)
Denzin, N., & Lincoln. Y.(1994). Handbook of Qualitative Research.Thousand Oaks, CA, US: Sage Publications Inc.
Intelligence
“the ability to acquire and apply knowledge”
Ability to acquire
“a measure of quality and efficiency”
Ability to apply
“a measure of how the acquired data is analyzed and impacts decisions/culture”
It’s rarely the only data source used, but
it one of the best tools to invoke influence as a PM
Why I’m not
talking about today
Most successful research methods
Empathy-driven interviews
Best problem discovery scripts
Recommended surveying tools
Survey design process
The challenge
Challenge #1: Wave has lots of qualitative data;
isn’t always the data worth interpreting
Chat & support ticketsCustomer Interviews Community Forum
In-app chat In-app surveys & NPS Long-form surveys
Challenge #1: Wave has lots of qualitative data;
isn’t always the data worth interpreting
Challenge #1: Wave has lots of qualitative data;
isn’t always the data worth interpreting
Challenge #2: Wave is delivering at high
velocity, research is a luxury
Challenge #2: Wave is delivering at high
velocity, research is a luxury
Challenge #3: Wave strives for continuous discovery;
our time is limited, and it’ll never be top priority
Qualitative
Intelligence
“the ability to acquire and apply knowledge”
Invest into and utilize agents of change
This is the art of turning qualitative data turned powerful insight
People & Teams
Strategic Frames of Thinking
Tooling
Facilitation
Automation
Agent of Change
Leverage your cross-functional peers to
streamline & analyze your data
How?
Focus on their desired
outcome, not yours!
People &
Teams
Sales &
Acct Mgmt
SuccessMarketing
Support
Agent of Change
Inject the necessary strategic lens to focus
on the right qualitative data
How?
Be a product manager!
Strategic
Frames
Ideal and Non-Ideal Customer Profile
Customer Demand & Generation
http://www.whencoffeeandkalecompete.com/
Empathy Map
https://www.copyblogger.com/empathy-maps/
Teresa Torres, ProductTalk.org
Solution Space
https://www.slideshare.net/Leananalytics
Business Outcomes
https://storage.googleapis.com/pub-tools-public-publication-data/pdf/36299.pdf
Business Outcomes
Agent of Change
Implement the appropriate tools to increase high
quality analysis in an efficient way
How?
Focus on cross-functional ROI
Tooling
Qualitative Data Centralization
Promo Code: PRODUCTINSIGHTS
40% discount for 6 months on any plan.
EnjoyHQ
(formally NomNom Insights)
Automation Tools
Zapier
Booking / Calendar Management
Calendly
CRM
HubSpot
Agent of Change
Facilitate the necessary cross-functional sessions
to incentivize participation in qualitative analysis
How?
Be a product manager!
Facilitation
Agent of Change
Discover and remove every tedious manual effort
holding people back from achieving their desired
outcome
How?
Sketch a customer journey map!
Automation
PM sends email to
target customers
Customer clicks link
Customer fills in survey
Customer signs up for
interview slot
PM picks customers to
follow-up with via email
& Calendly link
PM & Customer meet
PM sends email to
target customers
Customer clicks link
Customer fills in survey
Customer auto-signs
up for interview slot
Right
customer?
PM & Customer meet
vs.
Examples
executed @ Wave
Example 1:
“Understanding our Brave
Entrepreneur”
Reliance
on self
Knowledge
of my business
Leveraging
People
Assessing
change
Clarity + Focus
in the now
Claiming
opportunities
Example 2:
“Avoiding the Tsunami”
~60-70% increase in volume
Contextual
Anxiety / Inertia?
Product upsell opportunity
Business outcomes
New vs. Mature Customers
Free vs. Paid
Example 3:
“Hey you courageous entrepreneur…
where you going?”
Auto-send drip email to
customers who lightly
churn without adopting
(with contest)
Customer fills in survey
via SurveyMonkey
Zapier picks up new
survey response via
webhook
Zapier pushes new
response into EnjoyHQ
Enjoy HQ utilizes rules
to automatically expose
changing themes over
time
AND
Assigns to PM
I share monthly with the
appropriate stakeholders
Select specific cases to
expose as new insight
Example 4:
“The Ultimate Migration”
Questions?
Mitchell Gillespie | Director of Product Management
@mitchgillesp mgillespie@waveapps.com

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Qualitative Intelligence: The art of qualitative data turned powerful insight | Mitchell Gillespie