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Designing & Optimizing
the DNA of a Killer App
Dan Olsen, CEO & Founder, YourVersion
Startonomics ∙ San Francisco ∙ Oct 2, 2008 
                            Copyright © 2008 Olsen Solutions LLC
Building the DNA of a Killer App with 
      Metrics and Optimization
How to integrate metrics & optimization
Using metrics to optimize value creation
  Business Value
  Customer Value
  UI Design
Illustrate with real world examples



                          Copyright © 2008 Olsen Solutions LLC
Adding Metrics and Optimization to 
             your Product Process
                                                                       Site Level
           Business     Product       Prioritized 
Plan      Objectives   Objectives    Feature List


                                                          Scoping         Feature 
                                                                           Level

                                    Requirements 
Design                                & Design


                                        Code                Test          Launch
Develop

                                    Metrics & User 
Optimize                              Feedback
                                                      Copyright © 2008 Olsen Solutions LLC
Optimization through Iteration:
  Continuous Improvement
                   Measure
                  the metric


                                       Analyze
       Learning                       the metric
         Gaining knowledge:
         • Market                    Identify top 
         • Customer                 opportunities
                                      to improve
         • Domain
         • Usability             Design & develop  
                                 the enhancement


                 Launch the
                enhancement
                               Copyright © 2008 Olsen Solutions LLC
Optimizing
Business Value Creation 
     with Metrics



                Copyright © 2008 Olsen Solutions LLC
Approaching Business as an 
    Optimization Exercise


Given reality as it exists today,
optimize our business results
subject to our resource constraints.




                         Copyright © 2008 Olsen Solutions LLC
Define the Equation of your Business
          “Peeling the Onion”
Profit = Revenue ‐ Cost

   Unique Visitors x  Ad Revenue per Visitor

                           Impressions/Visitor x  Effective CPM / 1000

                           Visits/Visitor  x  Pageviews/Visit  x  Impressions/PV

   New Visitors + Returning Visitors

   Invited Visitors + Uninvited Visitors

   # of Users Sending Invites  x  Invites Sent/User  x  Invite Click‐through Rate



                                                     Copyright © 2008 Olsen Solutions LLC
How to Track Your Metrics
Track each metric as daily time series
           Unique     Page       Ad      New User 
                                                           …
  Date     Visitors   views    Revenue   Sign‐ups
 4/24/08    10,100    29,600        25         490
 4/27/08    10,500    27,100        24         480
   …

Create ratios from primary metrics:  X / Y
  Example: How good is your registration page?
  Okay:    # of registered users per day
  Better: registration conversion rate =
           # registered users / # uniques to reg page
                                          Copyright © 2008 Olsen Solutions LLC
Sample Signup Page Yield Data
                                                Daily Signup Page Yield vs. Time
                                 New Registered Users divided by Unique Visitors to Signup Page

                          100%

                          90%

                          80%
Daily Signup Page Yield




                          70%

                          60%

                          50%

                          40%

                          30%                                                               Started requiring
                                                                                              registration

                          20%
                                                  Changed                     Added questions
                                                 messaging                     to signup page
                          10%

                           0%
                             1/31 2/14 2/28 3/14 3/28 4/11 4/25 5/9 5/23 6/6 6/20 7/4 7/18 8/1 8/15 8/29 9/12 9/26 10/1
                                                                                                                    0



                                                                                         Copyright © 2008 Olsen Solutions LLC
Using Metrics to Optimize the 
           Equation of your Business
  What are the metrics for your business?
  Where is current value for each metric? 
  How many resources to “move” each metric?
         Developer‐hours, time, money
  Which metrics have highest ROI opportunities?

           Metric A                Metric B                    Metric C
           Good ROI                Bad ROI                     Great ROI




                                                  Return
                         Return
Return




           Investment             Investment                 Investment

                                               Copyright © 2008 Olsen Solutions LLC
Case Study:
                Optimizing Viral Loop Metrics
   % of users
    sending = 15%     Invites per                     Invite
     invites            sender = 2.3           click-through rate

             Active   Invite    Prospective   Click     Registration         Fail
             Users                 Users                 Process
% of users
 who are                                                          Succeed
                                   Don’t
  active                           Click                          Conversion
                                                                     rate    = 85%
             Users



• Multiplied together, these metrics determine your viral ratio
• Which metric has highest ROI opportunity?

                                                 Copyright © 2008 Olsen Solutions LLC
Maximum Upside Potential of a Metric
                                                                           ?




               100%                 100%
                85%



                                     15%                           2.3
                  0                     0                           0
                 Registration      % of users sending             Avg # of invites
                conversion rate        invitations                sent per sender

Max possible   0.15 / 0.85 = 18%   0.85 / 0.15 = 570%               ? / 2.3 = ?%
improvement

                                                 Copyright © 2008 Olsen Solutions LLC
Doubling Number of Invitations Sent per Sender by 
         Adding Address Book Importer




                                Copyright © 2008 Olsen Solutions LLC
Optimizing
Customer Value Creation 
     with Metrics



               Copyright © 2008 Olsen Solutions LLC
The Fuzzy Math of Customer Value
 You create customer value with a product that
   Satisfies customers’ needs
   Is easy to use
   Has a good price
   Is better than other alternatives
 Customer value = customer satisfaction
 Not fuzzy: # of users and frequency of use
 Understanding user needs and satisfaction
   Quantitative: site analytics, usage metrics, surveys
   Qualitative: support emails, usability sessions (best)
                                   Copyright © 2008 Olsen Solutions LLC
What is Your Value Proposition?
  Which user benefits are most important?
  How well does your product deliver?
                Importance     Current User                               Upside
User Benefit      to User      Satisfaction                              Potential
               Low      High   –                    +
Benefit 1                                                                  High

Benefit 2                                                                  High
Benefit 3                                                                  Low ?
                                                          opportunity

Benefit 4                                                                  Med

Benefit 5                                                                  Low ?
                                                           opportunity

Benefit 6                                                                  Low
                                   Doesn’t matter
                                                        Copyright © 2008 Olsen Solutions LLC
Return (Value Created)   Analyzing Product Ideas by ROI

                                        ?
                         4
                                               Idea D
                         3
                             Idea A   Idea B
                         2
                                      Idea C
                         1
                                               Idea F


                               1     2     3    4
                               Investment (developer-weeks)
                                                        Copyright © 2008 Olsen Solutions LLC
Return (Value Created)   Prioritizing Product Ideas by ROI

                                                 Idea C
                         8
                         7             Idea B
                         6
                         5
                         4   Idea A
                         3
                         2
                         1

                               1   2    3     4   5
                               Investment (developer-weeks)
                                                          Copyright © 2008 Olsen Solutions LLC
The UI Design Iceberg
  What most
  people see
  and react to                       Visual
                                     Design                             What good
                                                                        PMs and
                                                                        Designers
                                   Interaction                          think about
                                     Design

                                  Information
                                  Architecture

                                  Conceptual
                                    Design

Recommended reading: Jesse James Garrett’s
“Elements of User Experience” chart, free at www.jjg.net   Copyright © 2008 Olsen Solutions LLC
Approaching UI Design Analytically
 Typical UI design question:
 “When using web pages, do users scroll down?”
   ‐ Yes
   ‐ No

 UI questions are never yes/no! (not binary)
 Should ask: “What percentage of users …?”
 UI changes impact your metrics
   Impact can be positive, negative, small, large
   Seek high‐ROI UI changes
                                   Copyright © 2008 Olsen Solutions LLC
Put Key Conversion Actions Above The Fold
          Landing Page A                 Landing Page B




                            The Fold
Key conversion action
is above the fold
                 Key conversion action
                 is below the fold

                                          Copyright © 2008 Olsen Solutions LLC
The Fold Isn’t Binary Either

                                               768 px

                                                        The chrome steals 
% of Users



                                                         about 170 pixels


                                 600 px                      1024 px




             Data courtesy of ClickTale
             Free trial at www.clicktale.com              Copyright © 2008 Olsen Solutions LLC
Case Study: Account Signup Process Redesign

                    100%
             100%
                             Biggest 
             80%
                              drop
% of Users




                                62.3%
                                               58.8%
             60%
                                                                  50.9%



             40%                                                                  34.4%          32.7%



             20%



              0%


                        Sign in /       Account        Cash vs.       5 Partner       3 Partner
                      Registration       Type          Margin           Pages           Pages
                                                                          Copyright © 2008 Olsen Solutions LLC
Analysis of Sign In/Registration Flow
 Open
Account
                                                           55%
    44%   Register                    Registration     (24% of Total)
                                        Process

                                      45% drop off
                                                                                     64%
                                      (20% of total)
                                                                                   of Total   Account 
                                                                                 36% overall  Selection
                                          83%               30%                  drop off for 
    56%                               (46% of Total)    (14% of Total)            this step
          Sign in


                       Forget                  70%              Change             80%
                      Password             (32% of Total)      Password        (26% of Total)


                      17% drop off                            20% drop off
                     (10% of total)                           (6% of total)


                                                                   Copyright © 2008 Olsen Solutions LLC
Redesigned User Flow Improved 
                                                           Registration Conversion Rate
                                                                                           Abandonment Rate (7 Day Moving Average)
                                                                                                                               Steps 1-2
                                          80%


                                          70%
Abandonment Rate (7 Day Moving Average)




                                          60%


                                          50%


                                          40%


                                          30%                                                                                             Released                        37% improvement
                                                                                                                                         New Design                       in conversion rate
                                          20%


                                          10%


                                          0%
                                                          10/14/02



                                                                     10/21/02



                                                                                10/28/02




                                                                                                        11/11/02



                                                                                                                   11/18/02



                                                                                                                              11/25/02




                                                                                                                                                               12/16/02



                                                                                                                                                                           12/23/02



                                                                                                                                                                                      12/30/02
                                                10/7/02




                                                                                              11/4/02




                                                                                                                                         12/2/02



                                                                                                                                                   12/9/02




                                                                                                                                                                                                          1/13/03



                                                                                                                                                                                                                    1/20/03
                                                                                                                                                                                                 1/6/03
                                                                                                                                                             Copyright © 2008 Olsen Solutions LLC
Summary: Building the DNA of a Killer App
  Define what success means
    Customer value proposition
    Equation of your business
  Instrument your site and track key metrics
  Identify opportunities and prioritize by ROI
  Launch, learn, and iterate



                             Copyright © 2008 Olsen Solutions LLC
Questions?




     www.yourversion.com
     dan@yourversion.com
               Copyright © 2008 Olsen Solutions LLC

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Designing and Optimizing the DNA of a Killer App by Dan Olsen - Startonomics

  • 2. Building the DNA of a Killer App with  Metrics and Optimization How to integrate metrics & optimization Using metrics to optimize value creation Business Value Customer Value UI Design Illustrate with real world examples Copyright © 2008 Olsen Solutions LLC
  • 3. Adding Metrics and Optimization to  your Product Process Site Level Business Product Prioritized  Plan Objectives Objectives Feature List Scoping Feature  Level Requirements  Design & Design Code Test Launch Develop Metrics & User  Optimize Feedback Copyright © 2008 Olsen Solutions LLC
  • 4. Optimization through Iteration: Continuous Improvement Measure the metric Analyze Learning the metric Gaining knowledge: • Market Identify top  • Customer opportunities to improve • Domain • Usability Design & develop   the enhancement Launch the enhancement Copyright © 2008 Olsen Solutions LLC
  • 5. Optimizing Business Value Creation  with Metrics Copyright © 2008 Olsen Solutions LLC
  • 6. Approaching Business as an  Optimization Exercise Given reality as it exists today, optimize our business results subject to our resource constraints. Copyright © 2008 Olsen Solutions LLC
  • 7. Define the Equation of your Business “Peeling the Onion” Profit = Revenue ‐ Cost Unique Visitors x  Ad Revenue per Visitor Impressions/Visitor x  Effective CPM / 1000 Visits/Visitor  x  Pageviews/Visit  x  Impressions/PV New Visitors + Returning Visitors Invited Visitors + Uninvited Visitors # of Users Sending Invites  x  Invites Sent/User  x  Invite Click‐through Rate Copyright © 2008 Olsen Solutions LLC
  • 8. How to Track Your Metrics Track each metric as daily time series Unique  Page  Ad  New User  … Date Visitors views Revenue Sign‐ups 4/24/08 10,100 29,600 25 490 4/27/08 10,500 27,100 24 480 … Create ratios from primary metrics:  X / Y Example: How good is your registration page? Okay: # of registered users per day Better: registration conversion rate = # registered users / # uniques to reg page Copyright © 2008 Olsen Solutions LLC
  • 9. Sample Signup Page Yield Data Daily Signup Page Yield vs. Time New Registered Users divided by Unique Visitors to Signup Page 100% 90% 80% Daily Signup Page Yield 70% 60% 50% 40% 30% Started requiring registration 20% Changed Added questions messaging to signup page 10% 0% 1/31 2/14 2/28 3/14 3/28 4/11 4/25 5/9 5/23 6/6 6/20 7/4 7/18 8/1 8/15 8/29 9/12 9/26 10/1 0 Copyright © 2008 Olsen Solutions LLC
  • 10. Using Metrics to Optimize the  Equation of your Business What are the metrics for your business? Where is current value for each metric?  How many resources to “move” each metric? Developer‐hours, time, money Which metrics have highest ROI opportunities? Metric A Metric B Metric C Good ROI Bad ROI Great ROI Return Return Return Investment Investment Investment Copyright © 2008 Olsen Solutions LLC
  • 11. Case Study: Optimizing Viral Loop Metrics % of users sending = 15% Invites per Invite invites sender = 2.3 click-through rate Active Invite Prospective Click Registration Fail Users Users Process % of users who are Succeed Don’t active Click Conversion rate = 85% Users • Multiplied together, these metrics determine your viral ratio • Which metric has highest ROI opportunity? Copyright © 2008 Olsen Solutions LLC
  • 12. Maximum Upside Potential of a Metric ? 100% 100% 85% 15% 2.3 0 0 0 Registration % of users sending Avg # of invites conversion rate invitations sent per sender Max possible 0.15 / 0.85 = 18% 0.85 / 0.15 = 570% ? / 2.3 = ?% improvement Copyright © 2008 Olsen Solutions LLC
  • 13. Doubling Number of Invitations Sent per Sender by  Adding Address Book Importer Copyright © 2008 Olsen Solutions LLC
  • 14. Optimizing Customer Value Creation  with Metrics Copyright © 2008 Olsen Solutions LLC
  • 15. The Fuzzy Math of Customer Value You create customer value with a product that Satisfies customers’ needs Is easy to use Has a good price Is better than other alternatives Customer value = customer satisfaction Not fuzzy: # of users and frequency of use Understanding user needs and satisfaction Quantitative: site analytics, usage metrics, surveys Qualitative: support emails, usability sessions (best) Copyright © 2008 Olsen Solutions LLC
  • 16. What is Your Value Proposition? Which user benefits are most important? How well does your product deliver? Importance Current User Upside User Benefit to User Satisfaction Potential Low High – + Benefit 1 High Benefit 2 High Benefit 3 Low ? opportunity Benefit 4 Med Benefit 5 Low ? opportunity Benefit 6 Low Doesn’t matter Copyright © 2008 Olsen Solutions LLC
  • 17. Return (Value Created) Analyzing Product Ideas by ROI ? 4 Idea D 3 Idea A Idea B 2 Idea C 1 Idea F 1 2 3 4 Investment (developer-weeks) Copyright © 2008 Olsen Solutions LLC
  • 18. Return (Value Created) Prioritizing Product Ideas by ROI Idea C 8 7 Idea B 6 5 4 Idea A 3 2 1 1 2 3 4 5 Investment (developer-weeks) Copyright © 2008 Olsen Solutions LLC
  • 19. The UI Design Iceberg What most people see and react to Visual Design What good PMs and Designers Interaction think about Design Information Architecture Conceptual Design Recommended reading: Jesse James Garrett’s “Elements of User Experience” chart, free at www.jjg.net Copyright © 2008 Olsen Solutions LLC
  • 20. Approaching UI Design Analytically Typical UI design question: “When using web pages, do users scroll down?” ‐ Yes ‐ No UI questions are never yes/no! (not binary) Should ask: “What percentage of users …?” UI changes impact your metrics Impact can be positive, negative, small, large Seek high‐ROI UI changes Copyright © 2008 Olsen Solutions LLC
  • 21. Put Key Conversion Actions Above The Fold Landing Page A Landing Page B The Fold Key conversion action is above the fold Key conversion action is below the fold Copyright © 2008 Olsen Solutions LLC
  • 22. The Fold Isn’t Binary Either 768 px The chrome steals  % of Users about 170 pixels 600 px 1024 px Data courtesy of ClickTale Free trial at www.clicktale.com Copyright © 2008 Olsen Solutions LLC
  • 23. Case Study: Account Signup Process Redesign 100% 100% Biggest  80% drop % of Users 62.3% 58.8% 60% 50.9% 40% 34.4% 32.7% 20% 0% Sign in / Account  Cash vs. 5 Partner 3 Partner Registration Type Margin Pages Pages Copyright © 2008 Olsen Solutions LLC
  • 24. Analysis of Sign In/Registration Flow Open Account 55% 44% Register Registration  (24% of Total) Process 45% drop off 64% (20% of total) of Total Account  36% overall  Selection 83% 30% drop off for  56% (46% of Total) (14% of Total) this step Sign in Forget  70% Change  80% Password (32% of Total) Password (26% of Total) 17% drop off  20% drop off (10% of total) (6% of total) Copyright © 2008 Olsen Solutions LLC
  • 25. Redesigned User Flow Improved  Registration Conversion Rate Abandonment Rate (7 Day Moving Average) Steps 1-2 80% 70% Abandonment Rate (7 Day Moving Average) 60% 50% 40% 30% Released 37% improvement New Design in conversion rate 20% 10% 0% 10/14/02 10/21/02 10/28/02 11/11/02 11/18/02 11/25/02 12/16/02 12/23/02 12/30/02 10/7/02 11/4/02 12/2/02 12/9/02 1/13/03 1/20/03 1/6/03 Copyright © 2008 Olsen Solutions LLC
  • 26. Summary: Building the DNA of a Killer App Define what success means Customer value proposition Equation of your business Instrument your site and track key metrics Identify opportunities and prioritize by ROI Launch, learn, and iterate Copyright © 2008 Olsen Solutions LLC
  • 27. Questions? www.yourversion.com dan@yourversion.com Copyright © 2008 Olsen Solutions LLC