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www.productschool.com
Leverage Data for Product Decisions
by Google Prod. S&O Lead
CERTIFICATES
Your Product Management Certificate Path
Product Leadership
Certificate™
Full Stack Product
Management Certificate™
Product Management
Certificate™
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Level up your team’s Product
Management skills
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Event is Sponsored by Lucid
Leverage Data for
Product Decisions
Hello, I am Sunny Mehrotra
Working with Google Pay helping enable
financial inclusion for next billion users in
India and Globally
Agenda:
- Role of Data in life of a PM
- PMs approach to data at different stages of Product Life Cycle
- Live Case Study
“Data is the new oil”
“In God we trust, all others please bring Data”
“You can have data without information, but
you cannot have information without data”
“If we have data, let’s look at data. If all we have are opinions, let’s go
with mine.”
Role of Data in life of a PM
- Common misconception:
“I am the CEO of the product”
- Empower the entire team to take
decisions
- Aligning every team member on
North Star Metrics, KPIs and
Data transparency
- Data is people, not numbers
Data Vocab that every PM should resonate with
● Product Market Fit
● North Star Metric, Counter Metrics
● Funnel Analysis
● Cohort Analysis
● Segmentation Analysis
● Experimentation
● Conversion
● Engagement
● Retention
● Causation vs Correlation
● Qualitative Data
● Analytics Roadmap - Every PM should have one
Case Study
ABC E-Commerce Company
ABC E-Commerce company
believes there is a market gap in
supply and demand for office and
casual apparels catering to
oversized individuals. Idea is
validated and you are hired as the
head PM to build an E-com
experience
Product Lifecycle:
Early Stage
- Qualitative UXR Studies
- Only think of Core Experience
And build out a MVP
- Set up Objectives and Key results
before you enter next phase
- Set up event, action tracking
- Validate Product Market Fit through
NPS, Retention and Cohort analysis
- Track broad user journey, reach out
to users, read play store reviews
“UXR Studies suggests that user’s
biggest complain is to find the
right size of apparels”
“Competition Analysis suggest
that there are higher than
average returns than other
products, not a viable business”
Qualitative:
Quantitative:
Experiment:
Domain Expert
Product Lifecycle:
Growth Stage
- Higher a Product analyst and Invest
in Analytics tools
- Positioning and GTM strategy to
unlock growth
- Invest in Demand Channels and
track channel performance
- Experimentation for maximum
features
- Keep tracking growth metrics - set
up a dashboard TV in office
- Build out your analytics roadmap
“Built an experience to try and
buy offline at door step”
“It will save on delta logistics
cost. It will help user save on
time with back and forth on buy
and returns”
Qualitative:
Quantitative:
Experiment:
Growth Hacker
Product Lifecycle:
Mature Stage
- Experimentation should be used as
much as possible
- Doubleclick on Retention Metrics
- Build Inhouse analytics tools to save
on cost and flexibility
- Identify growth opportunities
through mature segmentation
analysis and funnel analysis
- Focus on Customer loyalty and
delight
“Solve for more use cases of
oversized consumer”
“Partners with organizations
chasing the same cohort”
“Do more with less”
Qualitative:
Quantitative:
Experiment:
Retention Expert
Parting Thoughts:
Don’t Be Data Driven , Be Data Informed
1
Get to know your Data Org
Structure
How to Start your Data Driven PM Journey:
2
Get comfortable with your
existing data tools
3
At the least, get SQL
trained
4 Get on top of your KPI 5
Test out data tracking
before a product launch
6 Then, Question Everything
www.productschool.com
Part-time Product Management Training Courses
and
Corporate Training

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Leverage Data for Product Decisions by Google Prod. S&O Lead

  • 1. www.productschool.com Leverage Data for Product Decisions by Google Prod. S&O Lead
  • 2. CERTIFICATES Your Product Management Certificate Path Product Leadership Certificate™ Full Stack Product Management Certificate™ Product Management Certificate™ 20 HOURS 40 HOURS 40 HOURS
  • 3. Corporate Training Level up your team’s Product Management skills
  • 4. Free Product Management Resources BOOKS EVENTS JOB PORTAL COMMUNITIES bit.ly/product_resources COURSES
  • 5. The business intelligence and analytics platform for every need www.gooddata.com Event is Sponsored by Lucid
  • 7. Hello, I am Sunny Mehrotra Working with Google Pay helping enable financial inclusion for next billion users in India and Globally
  • 8. Agenda: - Role of Data in life of a PM - PMs approach to data at different stages of Product Life Cycle - Live Case Study
  • 9. “Data is the new oil” “In God we trust, all others please bring Data” “You can have data without information, but you cannot have information without data” “If we have data, let’s look at data. If all we have are opinions, let’s go with mine.”
  • 10. Role of Data in life of a PM - Common misconception: “I am the CEO of the product” - Empower the entire team to take decisions - Aligning every team member on North Star Metrics, KPIs and Data transparency - Data is people, not numbers
  • 11. Data Vocab that every PM should resonate with ● Product Market Fit ● North Star Metric, Counter Metrics ● Funnel Analysis ● Cohort Analysis ● Segmentation Analysis ● Experimentation ● Conversion ● Engagement ● Retention ● Causation vs Correlation ● Qualitative Data ● Analytics Roadmap - Every PM should have one
  • 12. Case Study ABC E-Commerce Company ABC E-Commerce company believes there is a market gap in supply and demand for office and casual apparels catering to oversized individuals. Idea is validated and you are hired as the head PM to build an E-com experience
  • 13. Product Lifecycle: Early Stage - Qualitative UXR Studies - Only think of Core Experience And build out a MVP - Set up Objectives and Key results before you enter next phase - Set up event, action tracking - Validate Product Market Fit through NPS, Retention and Cohort analysis - Track broad user journey, reach out to users, read play store reviews “UXR Studies suggests that user’s biggest complain is to find the right size of apparels” “Competition Analysis suggest that there are higher than average returns than other products, not a viable business” Qualitative: Quantitative: Experiment: Domain Expert
  • 14. Product Lifecycle: Growth Stage - Higher a Product analyst and Invest in Analytics tools - Positioning and GTM strategy to unlock growth - Invest in Demand Channels and track channel performance - Experimentation for maximum features - Keep tracking growth metrics - set up a dashboard TV in office - Build out your analytics roadmap “Built an experience to try and buy offline at door step” “It will save on delta logistics cost. It will help user save on time with back and forth on buy and returns” Qualitative: Quantitative: Experiment: Growth Hacker
  • 15. Product Lifecycle: Mature Stage - Experimentation should be used as much as possible - Doubleclick on Retention Metrics - Build Inhouse analytics tools to save on cost and flexibility - Identify growth opportunities through mature segmentation analysis and funnel analysis - Focus on Customer loyalty and delight “Solve for more use cases of oversized consumer” “Partners with organizations chasing the same cohort” “Do more with less” Qualitative: Quantitative: Experiment: Retention Expert
  • 16. Parting Thoughts: Don’t Be Data Driven , Be Data Informed 1 Get to know your Data Org Structure How to Start your Data Driven PM Journey: 2 Get comfortable with your existing data tools 3 At the least, get SQL trained 4 Get on top of your KPI 5 Test out data tracking before a product launch 6 Then, Question Everything
  • 17. www.productschool.com Part-time Product Management Training Courses and Corporate Training