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Top 7 Social Game Metrics of 2011 The Rise of the Social Web Aaron Huang Head of Product Marketing, Kontagent Prepared for GDC Europe 2011
WHAT IS  KONTAGENT? We are the leading user analytics platform for the social and mobile web. User-Centric Data Enhanced Visibility Proven Expertise 1
STATS Platform ,[object Object]
Over 1B msgs handled/day
Track 1 in 4 Dollars spent in social gaming
15k event msgs handled/second
150M+ MAUs tracked
25M+ DAUs tracked2
THE SOCIALWEB 3
INTRO:  People Not Page Views OLD SCHOOL:  “WEB ANALYTICS” = PAGES NEW SCHOOL: “USER ANALYTICS” = PEOPLE PAGE VIEWS EVENTS FRIEND GRAPH & INFLUENCE MAP AGE & GENDER & LOCATION EMAIL ADDRESS COOKIE/IP ADDRESS VIRAL PROFILE SESSION TIME 3
THEA.R.M FUNNEL 4
ARM Model:  Acquisition, Retention & Monetization ACQUISITION RETENTION MONETIZATION 5
THE TOP 7  SOCIAL METRICS 6
ARM Metric #1 ACQUISITION : CAC (Customer Acquisition Cost) 1 Trending: Up Typical: $1- $3 Measure: Traffic K-Factor Traffic X-Day Retention  Traffic ARPU CPI  Action: A/B Test: Creative,  Targeting, Source  Leverage X-Promotion Bucket Country Tiers 7
ARM Metric #2 ACQUISITION : k-factor 2 Trending: Down Typical: Overall K-Factor 0.03-0.10 Measure: AKA: Viral Loop Msg/User * CTR Action: A/B Test Content A/B Test Flow/Timing Target ‘influencers’ Build a Brand  8
ARM Metric #2 ACQUISITION : k-factor 2 Typical: Overall K-Factor 0.03-0.10 Measure: AKA: Viral Loop Avg. Branching Factor Msg/User * CTR Action: A/B Test Content A/B Test Flow/Timing Target ‘influencers’ Build a Brand Trending: Down 9
ARM Metric #3 RETENTION : Sessions/User & Avg. session length 3 TRENDING: Flat to Up TYPICAL: Mins: 10+ (Casual) Sessions/User: 1.5-2.3 MEASURE: “User Activation” Visits / User / Day Time Spent Per Visit ACTIONS: Funnel Test Activation Test Visit Freq. Vs. Time Spent Instrument Custom Engagement Events 10
ARM Metric #3 RETENTION : Sessions/User & Avg. session length 3 ACTIONS: Funnel Test Activation Test Visit Freq. Vs. Time Spent Instrument Custom Engagement Events TYPICAL: Mins: 10+ (Casual) Sessions/User: 1.5-2.3 TRENDING: Flat to Up MEASURE: “User Activation” Visits / User / Day Time Spent Per Visit 11
ARM Metric #4 RETENTION : 1 Day + 1 Week Retention 4 Trending:  1 Day Down, 1 Week Down Typical:  D1: 20-30% (LT) W1: 23-35% (LT) Measure: Ideally Cohorted Careful Mixing New & Old Users Action: A/B Test Game Mechanics A/B Test Flow / Funnels Instrument Custom Retention Events 12
ARM Metric #4 RETENTION : 1 Day + 1 Week Retention 4 Trending:  Down Typical:  D1: 20-30% W1: 23-35% Measure: Ideally Cohorted Careful Mixing  New & Old Users Action: A/B Test Game Mechanics A/B Test Flow / Funnels Instrument Custom Retention Events 12
ARM Metric #5 RETENTION :avg. lifetime per user 5 Trending: Up Typical: Depends Measure: Engagement Loop Decay Rate / Half Life Action: Test Game Dynamic as it Relates to The Engagement Loop Retain key influencers! 12
ARM Metric #6 Monetization :ARPU, ARPPU 6 Trending: Up Typical: ARPU: $0.01-0.04 / Day ARPPU: $2-12+ / Day Measure: Revenue / DAU / Day # Transactions / DAU / Day Avg. $ Transactions Action: A/B Test Item Pricing A/B Test Flow/Timing Track Sources/Sinks (Soft Currency) Instrument Custom Monetization Events 12

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Top 7 Social Metrics - GDC Europe 2011

  • 1. Top 7 Social Game Metrics of 2011 The Rise of the Social Web Aaron Huang Head of Product Marketing, Kontagent Prepared for GDC Europe 2011
  • 2. WHAT IS KONTAGENT? We are the leading user analytics platform for the social and mobile web. User-Centric Data Enhanced Visibility Proven Expertise 1
  • 3.
  • 4. Over 1B msgs handled/day
  • 5. Track 1 in 4 Dollars spent in social gaming
  • 6. 15k event msgs handled/second
  • 10. INTRO: People Not Page Views OLD SCHOOL: “WEB ANALYTICS” = PAGES NEW SCHOOL: “USER ANALYTICS” = PEOPLE PAGE VIEWS EVENTS FRIEND GRAPH & INFLUENCE MAP AGE & GENDER & LOCATION EMAIL ADDRESS COOKIE/IP ADDRESS VIRAL PROFILE SESSION TIME 3
  • 12. ARM Model: Acquisition, Retention & Monetization ACQUISITION RETENTION MONETIZATION 5
  • 13. THE TOP 7 SOCIAL METRICS 6
  • 14. ARM Metric #1 ACQUISITION : CAC (Customer Acquisition Cost) 1 Trending: Up Typical: $1- $3 Measure: Traffic K-Factor Traffic X-Day Retention Traffic ARPU CPI Action: A/B Test: Creative, Targeting, Source Leverage X-Promotion Bucket Country Tiers 7
  • 15. ARM Metric #2 ACQUISITION : k-factor 2 Trending: Down Typical: Overall K-Factor 0.03-0.10 Measure: AKA: Viral Loop Msg/User * CTR Action: A/B Test Content A/B Test Flow/Timing Target ‘influencers’ Build a Brand 8
  • 16. ARM Metric #2 ACQUISITION : k-factor 2 Typical: Overall K-Factor 0.03-0.10 Measure: AKA: Viral Loop Avg. Branching Factor Msg/User * CTR Action: A/B Test Content A/B Test Flow/Timing Target ‘influencers’ Build a Brand Trending: Down 9
  • 17. ARM Metric #3 RETENTION : Sessions/User & Avg. session length 3 TRENDING: Flat to Up TYPICAL: Mins: 10+ (Casual) Sessions/User: 1.5-2.3 MEASURE: “User Activation” Visits / User / Day Time Spent Per Visit ACTIONS: Funnel Test Activation Test Visit Freq. Vs. Time Spent Instrument Custom Engagement Events 10
  • 18. ARM Metric #3 RETENTION : Sessions/User & Avg. session length 3 ACTIONS: Funnel Test Activation Test Visit Freq. Vs. Time Spent Instrument Custom Engagement Events TYPICAL: Mins: 10+ (Casual) Sessions/User: 1.5-2.3 TRENDING: Flat to Up MEASURE: “User Activation” Visits / User / Day Time Spent Per Visit 11
  • 19. ARM Metric #4 RETENTION : 1 Day + 1 Week Retention 4 Trending: 1 Day Down, 1 Week Down Typical: D1: 20-30% (LT) W1: 23-35% (LT) Measure: Ideally Cohorted Careful Mixing New & Old Users Action: A/B Test Game Mechanics A/B Test Flow / Funnels Instrument Custom Retention Events 12
  • 20. ARM Metric #4 RETENTION : 1 Day + 1 Week Retention 4 Trending: Down Typical: D1: 20-30% W1: 23-35% Measure: Ideally Cohorted Careful Mixing New & Old Users Action: A/B Test Game Mechanics A/B Test Flow / Funnels Instrument Custom Retention Events 12
  • 21. ARM Metric #5 RETENTION :avg. lifetime per user 5 Trending: Up Typical: Depends Measure: Engagement Loop Decay Rate / Half Life Action: Test Game Dynamic as it Relates to The Engagement Loop Retain key influencers! 12
  • 22. ARM Metric #6 Monetization :ARPU, ARPPU 6 Trending: Up Typical: ARPU: $0.01-0.04 / Day ARPPU: $2-12+ / Day Measure: Revenue / DAU / Day # Transactions / DAU / Day Avg. $ Transactions Action: A/B Test Item Pricing A/B Test Flow/Timing Track Sources/Sinks (Soft Currency) Instrument Custom Monetization Events 12
  • 23. ARM Metric #6 Monetization :ARPU, ARPPU 6 Action: A/B Test Item Pricing A/B Test Flow/Timing Track Sources/Sinks (Soft Currency) Instrument Custom Monetization Events Trending: Up Typical: ARPU: $0.01-0.04 / Day ARPPU: $2-12+ / Day Measure: Revenue / DAU / Day # Transactions / DAU / Day Avg. $ Transactions 12
  • 24. ARM Metric #7 Monetization :% Paying Users 7 Trending: Slightly Down Typical: 1-2% / Mo. Measure: Demographics of Paying Users Action: Watch Demo & Traffic Source Loop Data back to Ad Targeting Instrument Custom Engagement Events 12
  • 25. ARM Metric #7 Monetization :% Paying Users 7 Action: Watch Demo & Traffic Source Loop Data back to Ad Targeting Instrument Custom Engagement Events Trending: Slightly Down Measure: Demographics of Paying Users Typical: 1-2% / Mo. 12
  • 26. ARM Metric KLTV :Viral Life Time Value KLTV Virality (branching Factor): [1/(1-k)] X arpu: [ARPU per Day] X retention: [Avg. # of Days Engaged] 12
  • 27. See the 7 Social Metrics in Action @Kontagent blog.kontagent.com 12