SlideShare a Scribd company logo
1 of 25
Download to read offline
How to come up with the next 'Needle
Moving’ feature for any product
Shambhavi Pandey
Founder Mentor Me Good
Agenda
What are needle-moving features?
Why should you care?
5 Step Framework to define your product’s next needle-
moving feature
About me
Product
Engineering
Entrepreneur
What are needle-moving features?
Is this a needle- moving feature?
Is this a needle- moving feature?
Is this a needle- moving feature?
Attributes of Needle-moving features
1
2
3
Improves outcomes for users significantly on a per-user basis
Often first in their market to offer that type of feature
Major impact on product’s trajectory and other product features
Why should you care?
As a product manager, delivering
business impact >> shipping features
5 Step Framework to define needle-moving
features
Understand your product’s output metrics and
actions that drive them
Step 1:
Step 1:
Understand your
product’s output
metrics and
actions that drive
them
Subscription
Revenue
Enable
creators to
share
knowledge
Output
metrics
Actions
Help find
leads,
candidates
Enable
conversatio
ns between
users
Courses to
upskill
career
Ad Revenue
Example
Time spent on
platform
Connect the actions with input metrics for your
product area
Step 2:
Step 2:
Connect the
actions with input
metrics for your
product area
#sends
reply rate
Conversation
depth
Input
Metrics
Example
Enable
creators to
share
knowledge
Actions
Help find
leads,
candidates
Enable
conversations
between
users
Courses to
upskill career
Select your goal metric and build hypothesis
Step 3:
Step 3:
Select your goal
metric and build
multiple
hypotheses
Action
Goal metric
Input
Metrics
Example
#sends
reply rate
Conversation
depth
Enable
conversations
between
users
Step 3:
Select your goal
metric and build
multiple
hypotheses
Example
How to increase the reply rate of LinkedIn messages?
Why is the reply rate low? Message not seen, seen but not replied
Get more clarity using data and or user research
Step 3:
Select your goal
metric and build
multiple
hypotheses
Example
Hypothesis 3- If we auto-suggest replies on messaging, then it will lead
to high reply rates because of ease of use.
Hypothesis 2- If we give in-mail credits to users who reply to messages,
then it will lead to high reply rates because of incentivization.
Hypothesis 1- If we send email reminders to users for unseen messages,
then it will lead to high reply rates because of increased awareness
Prioritize hypotheses to validate
Step 4:
Step 4:
Prioritize
hypotheses to
validate
Estimated benefit
Effort
Potential of a needle-
moving feature
Prioritization criteria
Launch the 'Needle moving’ feature
Step 5:
Step 5:
Launch the 'Needle
moving’ feature
1. Define the feature. Convert your prioritized hypothesis to a
well-defined feature including customer journey, edge cases,
negative scenarios, assumptions, and constraints. Mocks
2. Have a launch plan. Experiment details including success
criteria, dial-up schedule, and rollback plan
3. Track attributes of needle-moving features. Measure impact
per user and impact on other product areas and overall
product
Recap of the framework
Understand your product’s output metrics and actions that drive them
Connect the actions with input metrics for your product area
Select your goal metric and build multiple hypotheses
Prioritize hypotheses to validate
Launch the 'Needle moving’ feature
Q & A

More Related Content

Similar to How to come up with the next 'Needle moving’ feature for any product

Bringing User-Centered Design Practices into Agile Development Projects
Bringing User-CenteredDesign Practices intoAgile Development ProjectsBringing User-CenteredDesign Practices intoAgile Development Projects
Bringing User-Centered Design Practices into Agile Development Projectsabcd82
 
Isobar - Product & Ventures - Product Growth Management Playbook
Isobar - Product & Ventures -  Product Growth Management PlaybookIsobar - Product & Ventures -  Product Growth Management Playbook
Isobar - Product & Ventures - Product Growth Management PlaybookNhat Tran
 
UX Lead Product Management
UX Lead Product ManagementUX Lead Product Management
UX Lead Product ManagementJohn Wyatt
 
PM Growth Playbook: Growth Framework + Product Core Loop
PM Growth Playbook: Growth Framework + Product Core LoopPM Growth Playbook: Growth Framework + Product Core Loop
PM Growth Playbook: Growth Framework + Product Core LoopAbishek Viswanathan
 
Understanding Users at Scale with Product Analytics
Understanding Users at Scale with Product AnalyticsUnderstanding Users at Scale with Product Analytics
Understanding Users at Scale with Product AnalyticsHannah Flynn
 
Art of Product Management
Art of Product ManagementArt of Product Management
Art of Product ManagementDinesh Vernekar
 
Feature Prioritization Techniques for an Agile PMs by Microsoft PM
Feature Prioritization Techniques for an Agile PMs by Microsoft PMFeature Prioritization Techniques for an Agile PMs by Microsoft PM
Feature Prioritization Techniques for an Agile PMs by Microsoft PMProduct School
 
Apidays Paris 2023 - Improving Your Documentation Using a Framework Built on ...
Apidays Paris 2023 - Improving Your Documentation Using a Framework Built on ...Apidays Paris 2023 - Improving Your Documentation Using a Framework Built on ...
Apidays Paris 2023 - Improving Your Documentation Using a Framework Built on ...apidays
 
The Agile Readiness Assessment Tool Essay
The Agile Readiness Assessment Tool EssayThe Agile Readiness Assessment Tool Essay
The Agile Readiness Assessment Tool EssayHeidi Owens
 
User Research to Validate Product Ideas Workshop
User Research to Validate Product Ideas WorkshopUser Research to Validate Product Ideas Workshop
User Research to Validate Product Ideas WorkshopProduct School
 
Usability Testing Advantages, Process, and Best Practices.pptx
Usability Testing Advantages, Process, and Best Practices.pptxUsability Testing Advantages, Process, and Best Practices.pptx
Usability Testing Advantages, Process, and Best Practices.pptxCalidad Infotech
 
Start with Quality - an Agile Tester's Case Study
Start with Quality - an Agile Tester's Case StudyStart with Quality - an Agile Tester's Case Study
Start with Quality - an Agile Tester's Case StudyNick Zdunić
 
User Zoom Webinar Monster Aug09 Vf
User Zoom Webinar Monster Aug09 VfUser Zoom Webinar Monster Aug09 Vf
User Zoom Webinar Monster Aug09 VfUserZoom
 
Majestic MRSS Usability Engineering
Majestic MRSS Usability EngineeringMajestic MRSS Usability Engineering
Majestic MRSS Usability EngineeringMajestic MRSS
 
Practical Guide to Scrum
Practical Guide to ScrumPractical Guide to Scrum
Practical Guide to ScrumPavel Dabrytski
 
Usability methods to improve EMRs
Usability methods to improve EMRsUsability methods to improve EMRs
Usability methods to improve EMRsJeffery Belden
 
MMRSS Usability Engineering
MMRSS Usability EngineeringMMRSS Usability Engineering
MMRSS Usability EngineeringMajesticMRSS
 
Putting Customers First: How To Build Data-Driven Strategies To Ensure Custom...
Putting Customers First: How To Build Data-Driven Strategies To Ensure Custom...Putting Customers First: How To Build Data-Driven Strategies To Ensure Custom...
Putting Customers First: How To Build Data-Driven Strategies To Ensure Custom...VWO
 
Intro to PM Execution Interviews by Facebook Product Leader
Intro to PM Execution Interviews by Facebook Product LeaderIntro to PM Execution Interviews by Facebook Product Leader
Intro to PM Execution Interviews by Facebook Product LeaderProduct School
 

Similar to How to come up with the next 'Needle moving’ feature for any product (20)

Bringing User-Centered Design Practices into Agile Development Projects
Bringing User-CenteredDesign Practices intoAgile Development ProjectsBringing User-CenteredDesign Practices intoAgile Development Projects
Bringing User-Centered Design Practices into Agile Development Projects
 
Isobar - Product & Ventures - Product Growth Management Playbook
Isobar - Product & Ventures -  Product Growth Management PlaybookIsobar - Product & Ventures -  Product Growth Management Playbook
Isobar - Product & Ventures - Product Growth Management Playbook
 
UX Lead Product Management
UX Lead Product ManagementUX Lead Product Management
UX Lead Product Management
 
PM Growth Playbook: Growth Framework + Product Core Loop
PM Growth Playbook: Growth Framework + Product Core LoopPM Growth Playbook: Growth Framework + Product Core Loop
PM Growth Playbook: Growth Framework + Product Core Loop
 
Understanding Users at Scale with Product Analytics
Understanding Users at Scale with Product AnalyticsUnderstanding Users at Scale with Product Analytics
Understanding Users at Scale with Product Analytics
 
Art of Product Management
Art of Product ManagementArt of Product Management
Art of Product Management
 
Feature Prioritization Techniques for an Agile PMs by Microsoft PM
Feature Prioritization Techniques for an Agile PMs by Microsoft PMFeature Prioritization Techniques for an Agile PMs by Microsoft PM
Feature Prioritization Techniques for an Agile PMs by Microsoft PM
 
Apidays Paris 2023 - Improving Your Documentation Using a Framework Built on ...
Apidays Paris 2023 - Improving Your Documentation Using a Framework Built on ...Apidays Paris 2023 - Improving Your Documentation Using a Framework Built on ...
Apidays Paris 2023 - Improving Your Documentation Using a Framework Built on ...
 
The Agile Readiness Assessment Tool Essay
The Agile Readiness Assessment Tool EssayThe Agile Readiness Assessment Tool Essay
The Agile Readiness Assessment Tool Essay
 
User Research to Validate Product Ideas Workshop
User Research to Validate Product Ideas WorkshopUser Research to Validate Product Ideas Workshop
User Research to Validate Product Ideas Workshop
 
Usability Testing Advantages, Process, and Best Practices.pptx
Usability Testing Advantages, Process, and Best Practices.pptxUsability Testing Advantages, Process, and Best Practices.pptx
Usability Testing Advantages, Process, and Best Practices.pptx
 
Start with Quality - an Agile Tester's Case Study
Start with Quality - an Agile Tester's Case StudyStart with Quality - an Agile Tester's Case Study
Start with Quality - an Agile Tester's Case Study
 
Lean Startup: Build-Measure-Learn Process Poster
Lean Startup: Build-Measure-Learn Process PosterLean Startup: Build-Measure-Learn Process Poster
Lean Startup: Build-Measure-Learn Process Poster
 
User Zoom Webinar Monster Aug09 Vf
User Zoom Webinar Monster Aug09 VfUser Zoom Webinar Monster Aug09 Vf
User Zoom Webinar Monster Aug09 Vf
 
Majestic MRSS Usability Engineering
Majestic MRSS Usability EngineeringMajestic MRSS Usability Engineering
Majestic MRSS Usability Engineering
 
Practical Guide to Scrum
Practical Guide to ScrumPractical Guide to Scrum
Practical Guide to Scrum
 
Usability methods to improve EMRs
Usability methods to improve EMRsUsability methods to improve EMRs
Usability methods to improve EMRs
 
MMRSS Usability Engineering
MMRSS Usability EngineeringMMRSS Usability Engineering
MMRSS Usability Engineering
 
Putting Customers First: How To Build Data-Driven Strategies To Ensure Custom...
Putting Customers First: How To Build Data-Driven Strategies To Ensure Custom...Putting Customers First: How To Build Data-Driven Strategies To Ensure Custom...
Putting Customers First: How To Build Data-Driven Strategies To Ensure Custom...
 
Intro to PM Execution Interviews by Facebook Product Leader
Intro to PM Execution Interviews by Facebook Product LeaderIntro to PM Execution Interviews by Facebook Product Leader
Intro to PM Execution Interviews by Facebook Product Leader
 

More from UXDXConf

Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...UXDXConf
 
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023UXDXConf
 
Leveling Up Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
Leveling Up  Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...Leveling Up  Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
Leveling Up Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...UXDXConf
 
Continuous-Research_Mike Brown_UXDX_ EMEA_2023
Continuous-Research_Mike Brown_UXDX_ EMEA_2023Continuous-Research_Mike Brown_UXDX_ EMEA_2023
Continuous-Research_Mike Brown_UXDX_ EMEA_2023UXDXConf
 
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...UXDXConf
 
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...UXDXConf
 
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023UXDXConf
 
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...UXDXConf
 
Operational Evolution_ Harnessing Design for Internal Business Transformation...
Operational Evolution_ Harnessing Design for Internal Business Transformation...Operational Evolution_ Harnessing Design for Internal Business Transformation...
Operational Evolution_ Harnessing Design for Internal Business Transformation...UXDXConf
 
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...UXDXConf
 
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023UXDXConf
 
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023UXDXConf
 
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...UXDXConf
 
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023UXDXConf
 
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...UXDXConf
 
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023UXDXConf
 
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023UXDXConf
 
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023UXDXConf
 
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...UXDXConf
 
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023UXDXConf
 

More from UXDXConf (20)

Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
 
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
 
Leveling Up Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
Leveling Up  Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...Leveling Up  Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
Leveling Up Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
 
Continuous-Research_Mike Brown_UXDX_ EMEA_2023
Continuous-Research_Mike Brown_UXDX_ EMEA_2023Continuous-Research_Mike Brown_UXDX_ EMEA_2023
Continuous-Research_Mike Brown_UXDX_ EMEA_2023
 
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
 
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
 
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
 
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
 
Operational Evolution_ Harnessing Design for Internal Business Transformation...
Operational Evolution_ Harnessing Design for Internal Business Transformation...Operational Evolution_ Harnessing Design for Internal Business Transformation...
Operational Evolution_ Harnessing Design for Internal Business Transformation...
 
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
 
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
 
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
 
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
 
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
 
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
 
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
 
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
 
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
 
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
 
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
 

Recently uploaded

AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsHyundai Motor Group
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?XfilesPro
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 

Recently uploaded (20)

AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 

How to come up with the next 'Needle moving’ feature for any product

  • 1. How to come up with the next 'Needle Moving’ feature for any product Shambhavi Pandey Founder Mentor Me Good
  • 2. Agenda What are needle-moving features? Why should you care? 5 Step Framework to define your product’s next needle- moving feature
  • 5. Is this a needle- moving feature?
  • 6. Is this a needle- moving feature?
  • 7. Is this a needle- moving feature?
  • 8. Attributes of Needle-moving features 1 2 3 Improves outcomes for users significantly on a per-user basis Often first in their market to offer that type of feature Major impact on product’s trajectory and other product features
  • 10. As a product manager, delivering business impact >> shipping features
  • 11. 5 Step Framework to define needle-moving features
  • 12. Understand your product’s output metrics and actions that drive them Step 1:
  • 13. Step 1: Understand your product’s output metrics and actions that drive them Subscription Revenue Enable creators to share knowledge Output metrics Actions Help find leads, candidates Enable conversatio ns between users Courses to upskill career Ad Revenue Example Time spent on platform
  • 14. Connect the actions with input metrics for your product area Step 2:
  • 15. Step 2: Connect the actions with input metrics for your product area #sends reply rate Conversation depth Input Metrics Example Enable creators to share knowledge Actions Help find leads, candidates Enable conversations between users Courses to upskill career
  • 16. Select your goal metric and build hypothesis Step 3:
  • 17. Step 3: Select your goal metric and build multiple hypotheses Action Goal metric Input Metrics Example #sends reply rate Conversation depth Enable conversations between users
  • 18. Step 3: Select your goal metric and build multiple hypotheses Example How to increase the reply rate of LinkedIn messages? Why is the reply rate low? Message not seen, seen but not replied Get more clarity using data and or user research
  • 19. Step 3: Select your goal metric and build multiple hypotheses Example Hypothesis 3- If we auto-suggest replies on messaging, then it will lead to high reply rates because of ease of use. Hypothesis 2- If we give in-mail credits to users who reply to messages, then it will lead to high reply rates because of incentivization. Hypothesis 1- If we send email reminders to users for unseen messages, then it will lead to high reply rates because of increased awareness
  • 20. Prioritize hypotheses to validate Step 4:
  • 21. Step 4: Prioritize hypotheses to validate Estimated benefit Effort Potential of a needle- moving feature Prioritization criteria
  • 22. Launch the 'Needle moving’ feature Step 5:
  • 23. Step 5: Launch the 'Needle moving’ feature 1. Define the feature. Convert your prioritized hypothesis to a well-defined feature including customer journey, edge cases, negative scenarios, assumptions, and constraints. Mocks 2. Have a launch plan. Experiment details including success criteria, dial-up schedule, and rollback plan 3. Track attributes of needle-moving features. Measure impact per user and impact on other product areas and overall product
  • 24. Recap of the framework Understand your product’s output metrics and actions that drive them Connect the actions with input metrics for your product area Select your goal metric and build multiple hypotheses Prioritize hypotheses to validate Launch the 'Needle moving’ feature
  • 25. Q & A