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Bunchball Analytics
Creating Scalable Analytics Processes
Agenda

 Gamification
 Bunchball Analytics
   – Challenges
   – Data Architecture
   – Analytics Mission
 Scalable Analytics
   – Confining the Value Proposition
   – Client Education
   – Standardized Reporting Procedures
Gamification
Gamification is…

        Applying Game Mechanics
        to Non-Game Experiences
Game mechanics
            address basic human motivators




Progress                   Status                      Rewards
Levels in games     Standings & Leaderboards    Access to exclusives & perks
Miles & points          Likes & Followers        Early boarding/upgrades
 Progress bars     Communities, Groups, Teams           Recognition
Data Collection
Bunchball Data

 Situation: Bunchball is a SAAS (software as a service) giving marketers,
  media sellers and employers the tools they need to drive high-value online
  engagement through gamification, tracking behavioral data for audiences
  and employees.

 Challenge(s):
   – >250 Clients
   – 2 Primary client channels
   – Varied success metrics
   – Large data sets
   – Client-side administration
   – New Industry
(2)
                                                               API Call to Nitro
               Customer Web Server                   (e.g. logAction with UID, Tag, Value)

                                                                     (3)
                                                            Response from Nitro
                                                              (e.g. result = OK)
(1) User Action triggers a call to the Customer’s Server


                                                                                              Nitro
                                                                                             Server
              User Point Balance Field




               Watch              Avatar
               Video              Widget




                     Web Browser
Nitro Platform Integration
1       Client Code                       Client                                                 Auto handled by NITRO
                                        Configured                                               according to challenge
                                                                            NITRO Awards         configuration
    user.logAction          NITRO                               User             Points*
                            Rules Engine                        Completes
    Watch_Video                                                 Challenge        Badge*
                              Action name                                        Item*
                              Action rate limit*                                 Notification*
                              Challenge daily limit
                              User prerequisites*                                                 * = optional components




2       Client Code                                                                              Notification is auto
                                                                                                 handled by Nitro JS
                                             NITRO                          Congratulations      Library
    user.getPendingNotifications             Notification                   Joe 123!
                                             Queue                          You just won 10
                                                                            points!
                                                      Joe 123


                                                      Jane Doe
                                                      345
The Approach

 The Primary focus of Analytics is to provide customers with a framework
  that enables deployment optimization and a clear path for demonstrating
  success
 Analytics creates an on-going relationship with each client to ensure
  deployments aren’t subject to “set it and forget it” circumstances
 A measurement and learning plan is generated, detailing pertinent
  information to ensure reporting provides insight towards goals and
  optimization
 We strive to meet two needs:
    Dashboard reporting do demonstrate efficacy of the program
    Score cards for project managers to use for program optimization
Scaling the Practice
Confining the value proposition
Bunchball Enterprise Metrics

1.    Increased Adoption &           Enterprise Solution Metrics
      Continuous Engagement of       Adoption
      business tools
                                     Continuous Engagement
2.    Influence and motivate
      specific behaviors impacting
      enterprise success
                                     Application Specific Metrics
                                     (ex.)
                                     Faster On-boarding
                                     Increased Pipeline Generation
                                     Increased Sales
                                     Faster support case resolution
                                     Shorter Cycle times (Quals, Cases)
                                     Decreased Employee turnover
                                     Increased social collaboration
Short-term and Long-term Impacts (examples)

Short-term (Quick wins)                Long-term
•   Increased pipeline                 •   Better data for management decision-making
•   Faster on-boarding                 •   Improved Employee Retention
•   Increased User-Generated-Content   •   Increased customer satisfaction
•   Productivity Increase              •   Forecast Accuracy
•   Proficiency Increase               •   Increased compliance
Scaling the Practice
Client Education
Measurement & Learning Plan
 The analytics team works with
  clients, during on-boarding, to
  document a learning and
  measurement plan. This
  houses:
     – Goals
     – KPIs
     – Benchmarks
     – Suggested Analyses
     – Proposed reporting
       format
     – Reporting cadence
 Analytics preparation ensures
  the quality of reporting and
  analysis will provide insight
  and value
Standardization Tools
Scaling the Practice
Standardized reporting procedures
Nitro Analytics Console – Baseline Reporting
                                              Nitro Analytics Console
View Topline data to assess program health

Generate dashboards to analyze program
 components: Users, Actions, Challenges.
 Points, Items and Notifications

Trend overall and user-level activity
 pertaining to Key Performance Indicators

Quickly analyze content consumption on
 your deployment

Schedule and download raw data reports to
 feed into current program analysis
The Workbook Process


We developed a set of standard reporting procedures to streamline client
reporting:
    1. Built a library of mySQL queries to extract data with consistent date
        formats and column headers.
    2. Aggregate data into necessary tables in Access
    3. Move data into Tableau Desktop for report generation with
        standardized views
Dashboards
 Customized dashboards
  are designed to convey top
  line performance and
  trends within the program.
     – Reports are delivered
       via PDF, in
       Powerpoint, or Tableau
       Reader
 These reports serve as
  high-level indicators of
  program performance and
  lead to focused
  optimization analysis
Standard Structure and Visualizations
 In order for the client to best understand the health of the deployment,
  we prepare a dashboard for review.
 On the most basic level, it will contain metrics such as action count,
  actions per user, count of challenges achieved, and unique users over
  time
 Begins discussion for finding channels for optimization
Scorecards - Optimization Methodology
Pareto Analysis
  • Indicates the level of engagement of the community as a whole by showing the
    distribution of activity on a per user basis
  • Allows identification of top community influencers
  • Identifies key activities that drive engagement
Scorecards - Optimization Methodology
Cohort Analysis
 • Relates user retention over time
 • Tracks continuous engagement through
   measuring the length of each user’s
   lifetime
 • Creates a record that relates impact of
   optimization efforts

                                             Percent Change
                                             •   In narrative based deployments,
                                                 percent change reflects drop-offs in
                                                 user activity
                                             •   Indicates certain points in the storyline
                                                 where the feedback loop may be too
                                                 long
Scorecards - Optimization Methodology




 Bunchball has a proven optimization methodology to ensure continued
  success of the Nitro Gamification effort
    – Score cards focus on Actions, Challenges and Users, identifying areas
      for improved engagement in all categories

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Creating Scalable Analytics Processes

  • 2. Agenda  Gamification  Bunchball Analytics – Challenges – Data Architecture – Analytics Mission  Scalable Analytics – Confining the Value Proposition – Client Education – Standardized Reporting Procedures
  • 4. Gamification is… Applying Game Mechanics to Non-Game Experiences
  • 5. Game mechanics address basic human motivators Progress Status Rewards Levels in games Standings & Leaderboards Access to exclusives & perks Miles & points Likes & Followers Early boarding/upgrades Progress bars Communities, Groups, Teams Recognition
  • 7. Bunchball Data  Situation: Bunchball is a SAAS (software as a service) giving marketers, media sellers and employers the tools they need to drive high-value online engagement through gamification, tracking behavioral data for audiences and employees.  Challenge(s): – >250 Clients – 2 Primary client channels – Varied success metrics – Large data sets – Client-side administration – New Industry
  • 8. (2) API Call to Nitro Customer Web Server (e.g. logAction with UID, Tag, Value) (3) Response from Nitro (e.g. result = OK) (1) User Action triggers a call to the Customer’s Server Nitro Server User Point Balance Field Watch Avatar Video Widget Web Browser
  • 9. Nitro Platform Integration 1 Client Code Client Auto handled by NITRO Configured according to challenge NITRO Awards configuration user.logAction NITRO User Points* Rules Engine Completes Watch_Video Challenge Badge*  Action name Item*  Action rate limit* Notification*  Challenge daily limit  User prerequisites* * = optional components 2 Client Code Notification is auto handled by Nitro JS NITRO Congratulations Library user.getPendingNotifications Notification Joe 123! Queue You just won 10 points! Joe 123 Jane Doe 345
  • 10. The Approach  The Primary focus of Analytics is to provide customers with a framework that enables deployment optimization and a clear path for demonstrating success  Analytics creates an on-going relationship with each client to ensure deployments aren’t subject to “set it and forget it” circumstances  A measurement and learning plan is generated, detailing pertinent information to ensure reporting provides insight towards goals and optimization  We strive to meet two needs:  Dashboard reporting do demonstrate efficacy of the program  Score cards for project managers to use for program optimization
  • 11. Scaling the Practice Confining the value proposition
  • 12. Bunchball Enterprise Metrics 1. Increased Adoption & Enterprise Solution Metrics Continuous Engagement of Adoption business tools Continuous Engagement 2. Influence and motivate specific behaviors impacting enterprise success Application Specific Metrics (ex.) Faster On-boarding Increased Pipeline Generation Increased Sales Faster support case resolution Shorter Cycle times (Quals, Cases) Decreased Employee turnover Increased social collaboration
  • 13. Short-term and Long-term Impacts (examples) Short-term (Quick wins) Long-term • Increased pipeline • Better data for management decision-making • Faster on-boarding • Improved Employee Retention • Increased User-Generated-Content • Increased customer satisfaction • Productivity Increase • Forecast Accuracy • Proficiency Increase • Increased compliance
  • 15. Measurement & Learning Plan  The analytics team works with clients, during on-boarding, to document a learning and measurement plan. This houses: – Goals – KPIs – Benchmarks – Suggested Analyses – Proposed reporting format – Reporting cadence  Analytics preparation ensures the quality of reporting and analysis will provide insight and value
  • 17. Scaling the Practice Standardized reporting procedures
  • 18. Nitro Analytics Console – Baseline Reporting Nitro Analytics Console View Topline data to assess program health Generate dashboards to analyze program components: Users, Actions, Challenges. Points, Items and Notifications Trend overall and user-level activity pertaining to Key Performance Indicators Quickly analyze content consumption on your deployment Schedule and download raw data reports to feed into current program analysis
  • 19. The Workbook Process We developed a set of standard reporting procedures to streamline client reporting: 1. Built a library of mySQL queries to extract data with consistent date formats and column headers. 2. Aggregate data into necessary tables in Access 3. Move data into Tableau Desktop for report generation with standardized views
  • 20. Dashboards  Customized dashboards are designed to convey top line performance and trends within the program. – Reports are delivered via PDF, in Powerpoint, or Tableau Reader  These reports serve as high-level indicators of program performance and lead to focused optimization analysis
  • 21. Standard Structure and Visualizations  In order for the client to best understand the health of the deployment, we prepare a dashboard for review.  On the most basic level, it will contain metrics such as action count, actions per user, count of challenges achieved, and unique users over time  Begins discussion for finding channels for optimization
  • 22. Scorecards - Optimization Methodology Pareto Analysis • Indicates the level of engagement of the community as a whole by showing the distribution of activity on a per user basis • Allows identification of top community influencers • Identifies key activities that drive engagement
  • 23. Scorecards - Optimization Methodology Cohort Analysis • Relates user retention over time • Tracks continuous engagement through measuring the length of each user’s lifetime • Creates a record that relates impact of optimization efforts Percent Change • In narrative based deployments, percent change reflects drop-offs in user activity • Indicates certain points in the storyline where the feedback loop may be too long
  • 24. Scorecards - Optimization Methodology  Bunchball has a proven optimization methodology to ensure continued success of the Nitro Gamification effort – Score cards focus on Actions, Challenges and Users, identifying areas for improved engagement in all categories

Editor's Notes

  1. Pareto principle: roughly 80% of the effects come from 20% of the causes
  2. Cohort is a group of people that share a common characteristic, here: registration / start date