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Casual Connect Singapore ‘16
The State of Mobile Ads: trends and
forecasts.
About Appodeal
About Appodeal
About Appodeal
70,000,000
Monthly Active Users (MAU)
About Appodeal
6,000,000,000
impressions a month
About Appodeal
2,500
app developers
Market Overview: Mobile first world
Market Overview: time spent in mobile
Market Overview: device preferences
Market Overview: common trends
• Interstitials and banners account for 

the majority of the ad revenue. Lead to

lower retention rate, but will remain major 

formats for ad-based apps in 2017.

• Native is a good replacement for banners 

and will gain more advertisers.

• Rewarded Videos remain a good alternative

to in-app purchases, but low ARPDAU.

Market Overview: common trends
• Auction Based Ad Mediation will continue 

to ramp up and be adopted by publishers.

• Hyperlocal targeting is growing.

Pass device location to attract advertisers.

• Ad Revenue attribution per user cohort 

becomes real, just like with in-app

purchases. Leads to more accurate LTV.
Ad Formats Performance Overview
ARPDAU eCPM
Retention
Effect
Impressions
per DAU
Interstitials $0.013 $5.97 Bad 2.28
Banners $0.009 $0.4 Bad 22.9
Rewarded
Video
$0.007 $6.76 Good 0.87
Native Ads $0.007 $1.1 Good 6.39
Video
Interstitials
$0.006 $4.74 Bad 0.2
Interstitials Overview
ARPDAU eCPM
Retention
Effect
Impressions
per DAU
Interstitials $0.013 $5.97 Bad 2.28
• Highest ARPDAU
• Brand advertisers
• Mostly programmatic
• Most annoying
Interstitials: Core Ad Networks
ARPDAU eCPM
Competitive
fill rate
Ad types Geo
Admob $0.003 $2.22 53.4% Brands, CPI World
Mopub $0.004 $3.85 17.08% Brands, CPI Tier 1
StartApp $0.001 $0.99 80% CPI World
Facebook $0.003 $2.03 17.59% Brands, CPI World
MyTarget $0.002 $1.25 36.87% Brands, CPI Russia
Banners Overview
ARPDAU eCPM
Retention
Effect
Impressions
per DAU
Banners $0.009 $0.4 Bad 22.9
• Outdated format (for advertisers, but not for publishers)
• Brand advertisers
• Mostly programmatic
• Good choice for long sessions
Banners: Core Ad Networks
ARPDAU eCPM
Competitive
fill rate
Ad types Geo
Admob $0.002 $0.12 53.19% Brands, CPI World
Amazon $0.003 $0.51 7.74% Brands, CPI US
Inneractive $0.002 $0.2 12.97% Brands, CPI Tier 1
Mopub $0.001 $0.19 12.14% Brands, CPI Tier 1
Video Interstitials Overview
ARPDAU eCPM
Retention
Effect
Impressions
per DAU
Video
Interstitials
$0.006 $4.74 Bad 0.2
• Can be a good addition to interstitials
Video Interstitials: Core Ad Networks
ARPDAU eCPM
Competitive
fill rate
Ad types Geo
Applovin $0.0013 $1.5 75.52% CPI World
Mopub $0.0025 $3.31 7.27% Brands, CPI Tier 1
Vungle $0.0011 $1.68 42.8% CPI Tier 1
UnityAds $0.0006 $1.18 36.58% CPI World
Rewarded Videos Overview
ARPDAU eCPM
Retention
Effect
Impressions
per DAU
Rewarded
Video
$0.007 $6.76 Good 0.87
• Programmatic drives branding demand
• Mostly CPI advertisers
• Neutral effect on retention
• Offers great eCPM, however ARPDAU is typically low due

to low # impressions per DAU
Rewarded Videos: Core Ad Networks
ARPDAU eCPM
Competitive
fill rate
Ad types Geo
Applovin $0.001 $2.05 83.36% CPI Tier 1
UnityAds $0.001 $1.76 61.94% CPI World
Chartboost $0.005 $3.89 22.16% CPI World
Vungle $0.001 $1.66 40.64% CPI Tier 1
AdColony $0.0008 $1.3 38.83% CPI / Brands Tier 1
Mopub $0.001 $3.5 4.54% CPI / Brands Tier 1
Native Ads Overview
ARPDAU eCPM
Retention
Effect
Impressions
per DAU
Native Ads $0.007 $1.1 Good 6.39
• Great alternative to banners
• Programmatic is growing => Branding advertisers
• Neutral effect on retention
• 30% - 200% eCPM improvement compare to banners
Native Ads: Core Ad Networks
ARPDAU eCPM Competitive
fill rate
Ad types Geo
Facebook $0.00160 $0.46 14.07% CPI / Brands World
MyTarget $0.00044 $0.18 44.72% CPI Russia
Avocarrot $0.00058 $0.2 9.5% CPI / Brands Tier 1
PubNative $0.00117 $0.69 3.49% CPI Tier 1
Flurry $0.00119 $0.18 9.64% CPI / Brands Tier 1
Mopub $0.00008 $0.14 46.2% CPI / Brands Tier 1
StartApp $0.00009 $0.05 74.68% CPI World
Native Ads vs. Standard Banners
• Higher Retention Rate
• eCPM uplift:

18% - 200%
Device Model CTR: Android
0
0.35
0.7
1.05
1.4
Alcatel Samsung HTC ASUS Sony / Lenovo Prestigio
CTR, %
Device Model CTR: Battery State
0
0.45
0.9
1.35
1.8
1-10% 21-30% 41-50% 61-70% 81-90%
CTR, %
Device Model CTR: Connection Type
0
0.325
0.65
0.975
1.3
Wifi 3G
CTR, %
Device Model CTR: Day of Week
0
0.25
0.5
0.75
1
Sun Mon Tue Wed Thu Fri Sat
CTR, %
Device Model CTR: Hour of Day
0
0.25
0.5
0.75
1
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
CTR, %
Forecast for 2017
• Interstitials will remain accountable for the majority

of mobile game ad revenues.

• Native Ads will be adopted by publishers to improve

retention rate and monetize non-paying users.

• Videos will remain a good alternative to monetize 

non-paying users, however, its volume and ARPDAU 

will stay relatively low.
Forecast for 2017
• Programmatic Native and Video will continue to

grow, bringing more branding advertisers and ad

networks into the space.

• Ad Revenue attribution per user cohort will become

available to publishers, just like IAP revenue attribution.

• Traditional Waterfall model will be replaced with 

Header Bidding (Flat Waterfall) model.
www.appodeal.com
Intelligent Ad
Revenue Maximizer
Please visit us:

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The State of Mobile Ads | Pavel Golubev

  • 1. Casual Connect Singapore ‘16 The State of Mobile Ads: trends and forecasts.
  • 8. Market Overview: time spent in mobile
  • 10. Market Overview: common trends • Interstitials and banners account for 
 the majority of the ad revenue. Lead to
 lower retention rate, but will remain major 
 formats for ad-based apps in 2017.
 • Native is a good replacement for banners 
 and will gain more advertisers.
 • Rewarded Videos remain a good alternative
 to in-app purchases, but low ARPDAU.

  • 11. Market Overview: common trends • Auction Based Ad Mediation will continue 
 to ramp up and be adopted by publishers.
 • Hyperlocal targeting is growing.
 Pass device location to attract advertisers.
 • Ad Revenue attribution per user cohort 
 becomes real, just like with in-app
 purchases. Leads to more accurate LTV.
  • 12. Ad Formats Performance Overview ARPDAU eCPM Retention Effect Impressions per DAU Interstitials $0.013 $5.97 Bad 2.28 Banners $0.009 $0.4 Bad 22.9 Rewarded Video $0.007 $6.76 Good 0.87 Native Ads $0.007 $1.1 Good 6.39 Video Interstitials $0.006 $4.74 Bad 0.2
  • 13. Interstitials Overview ARPDAU eCPM Retention Effect Impressions per DAU Interstitials $0.013 $5.97 Bad 2.28 • Highest ARPDAU • Brand advertisers • Mostly programmatic • Most annoying
  • 14. Interstitials: Core Ad Networks ARPDAU eCPM Competitive fill rate Ad types Geo Admob $0.003 $2.22 53.4% Brands, CPI World Mopub $0.004 $3.85 17.08% Brands, CPI Tier 1 StartApp $0.001 $0.99 80% CPI World Facebook $0.003 $2.03 17.59% Brands, CPI World MyTarget $0.002 $1.25 36.87% Brands, CPI Russia
  • 15. Banners Overview ARPDAU eCPM Retention Effect Impressions per DAU Banners $0.009 $0.4 Bad 22.9 • Outdated format (for advertisers, but not for publishers) • Brand advertisers • Mostly programmatic • Good choice for long sessions
  • 16. Banners: Core Ad Networks ARPDAU eCPM Competitive fill rate Ad types Geo Admob $0.002 $0.12 53.19% Brands, CPI World Amazon $0.003 $0.51 7.74% Brands, CPI US Inneractive $0.002 $0.2 12.97% Brands, CPI Tier 1 Mopub $0.001 $0.19 12.14% Brands, CPI Tier 1
  • 17. Video Interstitials Overview ARPDAU eCPM Retention Effect Impressions per DAU Video Interstitials $0.006 $4.74 Bad 0.2 • Can be a good addition to interstitials
  • 18. Video Interstitials: Core Ad Networks ARPDAU eCPM Competitive fill rate Ad types Geo Applovin $0.0013 $1.5 75.52% CPI World Mopub $0.0025 $3.31 7.27% Brands, CPI Tier 1 Vungle $0.0011 $1.68 42.8% CPI Tier 1 UnityAds $0.0006 $1.18 36.58% CPI World
  • 19. Rewarded Videos Overview ARPDAU eCPM Retention Effect Impressions per DAU Rewarded Video $0.007 $6.76 Good 0.87 • Programmatic drives branding demand • Mostly CPI advertisers • Neutral effect on retention • Offers great eCPM, however ARPDAU is typically low due
 to low # impressions per DAU
  • 20. Rewarded Videos: Core Ad Networks ARPDAU eCPM Competitive fill rate Ad types Geo Applovin $0.001 $2.05 83.36% CPI Tier 1 UnityAds $0.001 $1.76 61.94% CPI World Chartboost $0.005 $3.89 22.16% CPI World Vungle $0.001 $1.66 40.64% CPI Tier 1 AdColony $0.0008 $1.3 38.83% CPI / Brands Tier 1 Mopub $0.001 $3.5 4.54% CPI / Brands Tier 1
  • 21. Native Ads Overview ARPDAU eCPM Retention Effect Impressions per DAU Native Ads $0.007 $1.1 Good 6.39 • Great alternative to banners • Programmatic is growing => Branding advertisers • Neutral effect on retention • 30% - 200% eCPM improvement compare to banners
  • 22. Native Ads: Core Ad Networks ARPDAU eCPM Competitive fill rate Ad types Geo Facebook $0.00160 $0.46 14.07% CPI / Brands World MyTarget $0.00044 $0.18 44.72% CPI Russia Avocarrot $0.00058 $0.2 9.5% CPI / Brands Tier 1 PubNative $0.00117 $0.69 3.49% CPI Tier 1 Flurry $0.00119 $0.18 9.64% CPI / Brands Tier 1 Mopub $0.00008 $0.14 46.2% CPI / Brands Tier 1 StartApp $0.00009 $0.05 74.68% CPI World
  • 23. Native Ads vs. Standard Banners • Higher Retention Rate • eCPM uplift:
 18% - 200%
  • 24. Device Model CTR: Android 0 0.35 0.7 1.05 1.4 Alcatel Samsung HTC ASUS Sony / Lenovo Prestigio CTR, %
  • 25. Device Model CTR: Battery State 0 0.45 0.9 1.35 1.8 1-10% 21-30% 41-50% 61-70% 81-90% CTR, %
  • 26. Device Model CTR: Connection Type 0 0.325 0.65 0.975 1.3 Wifi 3G CTR, %
  • 27. Device Model CTR: Day of Week 0 0.25 0.5 0.75 1 Sun Mon Tue Wed Thu Fri Sat CTR, %
  • 28. Device Model CTR: Hour of Day 0 0.25 0.5 0.75 1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 CTR, %
  • 29. Forecast for 2017 • Interstitials will remain accountable for the majority
 of mobile game ad revenues.
 • Native Ads will be adopted by publishers to improve
 retention rate and monetize non-paying users.
 • Videos will remain a good alternative to monetize 
 non-paying users, however, its volume and ARPDAU 
 will stay relatively low.
  • 30. Forecast for 2017 • Programmatic Native and Video will continue to
 grow, bringing more branding advertisers and ad
 networks into the space.
 • Ad Revenue attribution per user cohort will become
 available to publishers, just like IAP revenue attribution.
 • Traditional Waterfall model will be replaced with 
 Header Bidding (Flat Waterfall) model.