SlideShare una empresa de Scribd logo
1 de 12
Descargar para leer sin conexión
Becoming a Data Driven Organization

            Ken Kovash
Agenda

• The “Analytics Umbrella” at Mozilla

• What we’ve done so far

• The Role of our Analytics Function

• What can we do for you?




2
The “Analytics Umbrella” at Mozilla

  How can a greater reliance on data driven approaches
   enable Mozilla to have a greater impact?
                                    website experience
       mobile adoption
                                    live chat experience
       download experience
       website experience                                           monetized value of a new user
                                    messaging
       mobile performance                                           projecting future sustainability
                                    PR
       retention experience
                                    marketing experience
                                                                           Community marketing
          product experience        download experience
          new add-on launches       installation experience
          website experience        product experience
                                    js performance
                                    reporter (site compatibility)       SFX experience
       marketing experience         crashes                             product launches
       download experience
l10n                                bugzilla                            campus rep experience
       installation experience      retention experience
       product experience           uninstall experience
       retention experience         website experience
       uninstall experience                                                 PR
       website experience                                                   new product adoption
                                 bugzilla
                                                                            test pilot
                                 days vulnerable
  3
Case Study #1




4
Case Study #1

• Our recent Installer Feedback initiative is a good example
    • We took a specific area – Fx installation experience – and based
      on previous analysis (100K daily users complete download, but
      don’t install), we sought to tackle the business problem
    • A single day experiment is leading to a couple product changes
      (will be implemented for 3.5)
    • Resulting impact will be approx. 2,000,000 happier Firefox
      users annually (users we would have otherwise lost)




5
Case Study #2




6
Case Study #2

• Fraudulent Firefox related advertisements – what is the size, scope,
  and impact (if any) of the problem?
    • We took a specific area – Search Engines, which deliver our
      “first impression” to 40% of new Fx users – and based on
      analysis, estimated that nearly 7 million new Firefox users
      (annually) see a fraudulent ad and click through to that
      fraudulent site
    • We worked with search firms and with our legal team to
      determine best approaches for addressing this problem
    • Legal currently has a quarterly goal around a systematic
      solution; we should be able to successfully make a dent in
      improving the user experience for millions of new users



7
So, we’re cool, right?




8
The Role of our Analytics Function

• We’ve seen that the simplest (and often non-sexy)
  things can have the biggest impact
• But, we’ve generally seen little leverage
    • The previous case studies were based on me
      asking myself questions
    • Part of this is my fault
• We need to be more proactive




9
The Role of our Analytics Function

• Interacting with our team…
     • Think of us as internal consultants
     • lean on us when making a decision and early on
       in your initiatives
     • i.e., not just after the fact




10
What can we do for you?

• We’d love to hear from you
• What problem could we solve?
  What business question could we answer?
  Where can Mozilla be having a greater impact?
     (these questions can apply to your function or another function)
        • Can we help Jay optimize the experience for mobile
          users on the new mobile site?
        • Can we help Seth understand adoption patterns of
          different locales, and what do those patterns tell us about
          a language version’s long-term success?
        • There are a thousand other questions…

11
Thank You
     kkovash@mozilla.com




12

Más contenido relacionado

Similar a Mozilla - Becoming Data Driven

U test whitepaper_10
U test whitepaper_10U test whitepaper_10
U test whitepaper_10eshwar83
 
Brian Winters, Improve Your User's Experience; Improve Your Bottom Line
Brian Winters, Improve Your User's Experience; Improve Your Bottom LineBrian Winters, Improve Your User's Experience; Improve Your Bottom Line
Brian Winters, Improve Your User's Experience; Improve Your Bottom Linewebcontent2007
 
2014 Liferay Roadshow Ambientia Finland
2014  Liferay Roadshow Ambientia Finland2014  Liferay Roadshow Ambientia Finland
2014 Liferay Roadshow Ambientia FinlandRuud Kluivers
 
What is the Role of a Software Development Company
What is the Role of a Software Development CompanyWhat is the Role of a Software Development Company
What is the Role of a Software Development CompanyKiran Beladiya
 
Productise
ProductiseProductise
ProductiseCastle
 
Microsoft DevOps Solution - DevOps
Microsoft DevOps Solution - DevOps  Microsoft DevOps Solution - DevOps
Microsoft DevOps Solution - DevOps Chetan Gordhan
 
Designing a good digital experience - PDA Europe Virtual Conference 2020
Designing a good digital experience - PDA Europe Virtual Conference 2020   Designing a good digital experience - PDA Europe Virtual Conference 2020
Designing a good digital experience - PDA Europe Virtual Conference 2020 Margaux Lesaffre
 
Corporate innovation - Building an MVP
Corporate innovation - Building an MVPCorporate innovation - Building an MVP
Corporate innovation - Building an MVPChristian Bolz
 
Quick win ways to mitigate feature creep
Quick win ways to mitigate feature creepQuick win ways to mitigate feature creep
Quick win ways to mitigate feature creepEnov8
 
Rocket jones 4 stage process
Rocket jones 4 stage processRocket jones 4 stage process
Rocket jones 4 stage processZachary Ostin
 
WebTek Labs_Overview
WebTek Labs_OverviewWebTek Labs_Overview
WebTek Labs_Overviewmghr123
 
Basics of Building ACoolWEBSITE
Basics of Building ACoolWEBSITEBasics of Building ACoolWEBSITE
Basics of Building ACoolWEBSITEKeith McPherson
 
Fearless IT Outsourcing
Fearless IT OutsourcingFearless IT Outsourcing
Fearless IT OutsourcingAndy Hilliard
 
Scaling Software Delivery.pdf
Scaling Software Delivery.pdfScaling Software Delivery.pdf
Scaling Software Delivery.pdfTiffany Jachja
 
0 for 3: Edtech Startup Lessons Learned
0 for 3: Edtech Startup Lessons Learned0 for 3: Edtech Startup Lessons Learned
0 for 3: Edtech Startup Lessons LearnedSeriousGamesAssoc
 
Actminds Outsourcing Summit 07
Actminds Outsourcing Summit 07Actminds Outsourcing Summit 07
Actminds Outsourcing Summit 07cnetto
 
Most Advanced Software Testing Solution Providers of 2022.pdf
Most Advanced Software Testing Solution Providers of 2022.pdfMost Advanced Software Testing Solution Providers of 2022.pdf
Most Advanced Software Testing Solution Providers of 2022.pdfInsightsSuccess4
 

Similar a Mozilla - Becoming Data Driven (20)

U test whitepaper_10
U test whitepaper_10U test whitepaper_10
U test whitepaper_10
 
Brian Winters, Improve Your User's Experience; Improve Your Bottom Line
Brian Winters, Improve Your User's Experience; Improve Your Bottom LineBrian Winters, Improve Your User's Experience; Improve Your Bottom Line
Brian Winters, Improve Your User's Experience; Improve Your Bottom Line
 
2014 Liferay Roadshow Ambientia Finland
2014  Liferay Roadshow Ambientia Finland2014  Liferay Roadshow Ambientia Finland
2014 Liferay Roadshow Ambientia Finland
 
Mazhar_hussain_CV_1
Mazhar_hussain_CV_1Mazhar_hussain_CV_1
Mazhar_hussain_CV_1
 
What is the Role of a Software Development Company
What is the Role of a Software Development CompanyWhat is the Role of a Software Development Company
What is the Role of a Software Development Company
 
Productise
ProductiseProductise
Productise
 
Microsoft DevOps Solution - DevOps
Microsoft DevOps Solution - DevOps  Microsoft DevOps Solution - DevOps
Microsoft DevOps Solution - DevOps
 
Designing a good digital experience - PDA Europe Virtual Conference 2020
Designing a good digital experience - PDA Europe Virtual Conference 2020   Designing a good digital experience - PDA Europe Virtual Conference 2020
Designing a good digital experience - PDA Europe Virtual Conference 2020
 
Corporate innovation - Building an MVP
Corporate innovation - Building an MVPCorporate innovation - Building an MVP
Corporate innovation - Building an MVP
 
Quick win ways to mitigate feature creep
Quick win ways to mitigate feature creepQuick win ways to mitigate feature creep
Quick win ways to mitigate feature creep
 
Rocket jones 4 stage process
Rocket jones 4 stage processRocket jones 4 stage process
Rocket jones 4 stage process
 
Devopsdays barcelona
Devopsdays barcelonaDevopsdays barcelona
Devopsdays barcelona
 
WebTek Labs_Overview
WebTek Labs_OverviewWebTek Labs_Overview
WebTek Labs_Overview
 
Basics of Building ACoolWEBSITE
Basics of Building ACoolWEBSITEBasics of Building ACoolWEBSITE
Basics of Building ACoolWEBSITE
 
Fearless IT Outsourcing
Fearless IT OutsourcingFearless IT Outsourcing
Fearless IT Outsourcing
 
IDM Pipeline May 2012
IDM Pipeline May 2012IDM Pipeline May 2012
IDM Pipeline May 2012
 
Scaling Software Delivery.pdf
Scaling Software Delivery.pdfScaling Software Delivery.pdf
Scaling Software Delivery.pdf
 
0 for 3: Edtech Startup Lessons Learned
0 for 3: Edtech Startup Lessons Learned0 for 3: Edtech Startup Lessons Learned
0 for 3: Edtech Startup Lessons Learned
 
Actminds Outsourcing Summit 07
Actminds Outsourcing Summit 07Actminds Outsourcing Summit 07
Actminds Outsourcing Summit 07
 
Most Advanced Software Testing Solution Providers of 2022.pdf
Most Advanced Software Testing Solution Providers of 2022.pdfMost Advanced Software Testing Solution Providers of 2022.pdf
Most Advanced Software Testing Solution Providers of 2022.pdf
 

Último

Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Roland Driesen
 
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature SetCreating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature SetDenis Gagné
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 DelhiCall Girls in Delhi
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageMatteo Carbone
 
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130  Available With RoomVIP Kolkata Call Girl Howrah 👉 8250192130  Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Roomdivyansh0kumar0
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒anilsa9823
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsP&CO
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfPaul Menig
 
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call GirlsCash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call GirlsApsara Of India
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxAndy Lambert
 
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service JamshedpurVIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service JamshedpurSuhani Kapoor
 
Sales & Marketing Alignment: How to Synergize for Success
Sales & Marketing Alignment: How to Synergize for SuccessSales & Marketing Alignment: How to Synergize for Success
Sales & Marketing Alignment: How to Synergize for SuccessAggregage
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdfRenandantas16
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsMichael W. Hawkins
 
GD Birla and his contribution in management
GD Birla and his contribution in managementGD Birla and his contribution in management
GD Birla and his contribution in managementchhavia330
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Roland Driesen
 
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRLMONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRLSeo
 
BEST ✨ Call Girls In Indirapuram Ghaziabad ✔️ 9871031762 ✔️ Escorts Service...
BEST ✨ Call Girls In  Indirapuram Ghaziabad  ✔️ 9871031762 ✔️ Escorts Service...BEST ✨ Call Girls In  Indirapuram Ghaziabad  ✔️ 9871031762 ✔️ Escorts Service...
BEST ✨ Call Girls In Indirapuram Ghaziabad ✔️ 9871031762 ✔️ Escorts Service...noida100girls
 
Progress Report - Oracle Database Analyst Summit
Progress  Report - Oracle Database Analyst SummitProgress  Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst SummitHolger Mueller
 

Último (20)

Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...
 
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature SetCreating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
 
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
 
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130  Available With RoomVIP Kolkata Call Girl Howrah 👉 8250192130  Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Room
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and pains
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdf
 
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call GirlsCash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptx
 
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service JamshedpurVIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
 
Sales & Marketing Alignment: How to Synergize for Success
Sales & Marketing Alignment: How to Synergize for SuccessSales & Marketing Alignment: How to Synergize for Success
Sales & Marketing Alignment: How to Synergize for Success
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael Hawkins
 
GD Birla and his contribution in management
GD Birla and his contribution in managementGD Birla and his contribution in management
GD Birla and his contribution in management
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...
 
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRLMONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
 
BEST ✨ Call Girls In Indirapuram Ghaziabad ✔️ 9871031762 ✔️ Escorts Service...
BEST ✨ Call Girls In  Indirapuram Ghaziabad  ✔️ 9871031762 ✔️ Escorts Service...BEST ✨ Call Girls In  Indirapuram Ghaziabad  ✔️ 9871031762 ✔️ Escorts Service...
BEST ✨ Call Girls In Indirapuram Ghaziabad ✔️ 9871031762 ✔️ Escorts Service...
 
Progress Report - Oracle Database Analyst Summit
Progress  Report - Oracle Database Analyst SummitProgress  Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst Summit
 

Mozilla - Becoming Data Driven

  • 1. Becoming a Data Driven Organization Ken Kovash
  • 2. Agenda • The “Analytics Umbrella” at Mozilla • What we’ve done so far • The Role of our Analytics Function • What can we do for you? 2
  • 3. The “Analytics Umbrella” at Mozilla How can a greater reliance on data driven approaches enable Mozilla to have a greater impact? website experience mobile adoption live chat experience download experience website experience monetized value of a new user messaging mobile performance projecting future sustainability PR retention experience marketing experience Community marketing product experience download experience new add-on launches installation experience website experience product experience js performance reporter (site compatibility) SFX experience marketing experience crashes product launches download experience l10n bugzilla campus rep experience installation experience retention experience product experience uninstall experience retention experience website experience uninstall experience PR website experience new product adoption bugzilla test pilot days vulnerable 3
  • 5. Case Study #1 • Our recent Installer Feedback initiative is a good example • We took a specific area – Fx installation experience – and based on previous analysis (100K daily users complete download, but don’t install), we sought to tackle the business problem • A single day experiment is leading to a couple product changes (will be implemented for 3.5) • Resulting impact will be approx. 2,000,000 happier Firefox users annually (users we would have otherwise lost) 5
  • 7. Case Study #2 • Fraudulent Firefox related advertisements – what is the size, scope, and impact (if any) of the problem? • We took a specific area – Search Engines, which deliver our “first impression” to 40% of new Fx users – and based on analysis, estimated that nearly 7 million new Firefox users (annually) see a fraudulent ad and click through to that fraudulent site • We worked with search firms and with our legal team to determine best approaches for addressing this problem • Legal currently has a quarterly goal around a systematic solution; we should be able to successfully make a dent in improving the user experience for millions of new users 7
  • 8. So, we’re cool, right? 8
  • 9. The Role of our Analytics Function • We’ve seen that the simplest (and often non-sexy) things can have the biggest impact • But, we’ve generally seen little leverage • The previous case studies were based on me asking myself questions • Part of this is my fault • We need to be more proactive 9
  • 10. The Role of our Analytics Function • Interacting with our team… • Think of us as internal consultants • lean on us when making a decision and early on in your initiatives • i.e., not just after the fact 10
  • 11. What can we do for you? • We’d love to hear from you • What problem could we solve? What business question could we answer? Where can Mozilla be having a greater impact? (these questions can apply to your function or another function) • Can we help Jay optimize the experience for mobile users on the new mobile site? • Can we help Seth understand adoption patterns of different locales, and what do those patterns tell us about a language version’s long-term success? • There are a thousand other questions… 11
  • 12. Thank You kkovash@mozilla.com 12