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In this 3-day Growth Series
Masterclass, you’ll learn:
● The Marketing Mix model: maximizing growth marketing channels vs. optimizing budget
● How to increase your app’s visibility and boost organic downloads
● How to drive analytics to improve engagement and fuel monetization
Top growth professionals will address the challenges they’re overcoming and
the strategies they’re using to succeed.
Ender Özcan
Regional VP Growth EMEA & INSEA
adjust
Manan Bajoria
AVP of Growth & Marketing
ixigo
Day 1
Winning Strategies
for Mobile App Marketing:
Lessons from 2020 for 2021
Customer
Acquisition
● Why ASO should be part of your
mobile marketing strategy
● Channels that will continue to
deliver on ROI for marketers acros
the digital world
● Leveraging marketing automation
and fraud protection solutions
for your user acquisition
● Anticipated changes in customer
behaviour and planning better for 2021
Key Learnings:
Winning Strategies for
Mobile App Marketing:
Lessons from 2020 for 2021
BERLIN • BEIJING • BENGALURU • ISTANBUL • LONDON • MEXICO CITY • MOSCOW • NEW YORK
PARIS • SAN FRANCISCO • SAO PAULO • SEOUL • SHANGHAI • SINGAPORE • TEL AVIV • TOKYO
What we’ll cover:
● The pandemic’s impact on
mobile
● Customer behavior trends
from 2020 that’ll carry into
2021
● Tips on how to grow your app
and deliver on ROI
Mobile Adoption Boomed in 2020
— Advancing 2-3 Years in 12 Months
● Consumers migrated more of their physical needs onto
mobile, spending $143 billion worldwide at 20%
growth YoY
● The average adult in India spent approx 4.6 hours in
mobile apps per day in 2020
● And not just Gen Z, Millennials and Baby Boomers also
spent more time in mobile, 16%, 18% and 30% more,
respectively
Pandemic-driven
mobile consumption
● Verticals that got a big bump:
➔ Social networks
➔ Streaming video
➔ Gaming
➔ Health & fitness, business,
shopping, education, food
delivery, and news
Social Networking Apps
Source: App Annie
Video Streaming Apps
Source: App Annie
Video Streaming Apps
Source: App Annie
Business Apps
Source: App Annie
Video streaming surged
● Paid subscription services (SVoD)
increased to about 100-125 million
Video streaming surged
● Paid subscription services (SVoD)
increased to about 100-125 million
● YouTube (43%), Hotstar (16%), Netflix
(14%), Amazon Prime Video (7%) and
Facebook (5%) accounted for a
combined 85% share of total revenues
in 2020
Video streaming surged
● Paid subscription services (SVoD)
increased to about 100-125 million
● YouTube (43%), Hotstar (16%), Netflix
(14%), Amazon Prime Video (7%) and
Facebook (5%) accounted for a
combined 85% share of total revenues
in 2020
● OTT content investment in India touched
$700 million in 2020
What about advertisers
and publishers?
rise in users > ad revenue
● Publisher revenues have been shifting
away from in-app advertising and toward
purchases (IAPs)
Diversification of
monetization models
● Publisher revenues have been shifting
away from in-app advertising and toward
purchases (IAPs)
● Consumers are more apt to sign up for
subscriptions and accept hybrid models
of monetization
Diversification of
monetization models
Looking ahead at 2021
Video Streaming
$30.4B
Mobile is the future of TV: the revenue in the video streaming
segment expected to grow to $30.4 billion by 2024.
India’s online video market
will touch $4 billion by 2025,
with subscription services
contributing more than $1.5
billion while advertising
accounting for $2.5 billion.
$4
Billion
1h30
Across the world, viewers are
spending well over an hour/day
on their phone watching OTT
streaming content.
Mobile viewers
are staying
longer than
you think
Who’s streaming?
Recent research conducted by
Adjust showed that younger
consumers lead the pack in
mobile streaming — with Gen Z
and Millennials most likely to pay
for streaming and on-demand
entertainment services than any
other generation.
SUBSCRIPTION APPS
over
91%
Subscriptions drive
consumer spend
of consumer spend* comes from
apps offering subscription
Despite the comparatively small
number of apps offering subscription,
reports show that these account for
the majority of consumer spend.*
*(in top non-gaming apps)
● In the Apple App Store, 97%
of consumer spend was driven
by subscriptions.
● In the Google Play Store,
subscription-based revenue
came in at 91%.
Source: App Annie
Brands across different verticals
are exploring the subscription revenue model
Educational
Business
Games Utilities Entertainment
Travel
Social
Health Publications
Lifestyle
2021
2020
Planning better for 2021
More time spent on mobile =
More apps =
More competition
1) User Acquisition
● Lean into paid marketing
1) User Acquisition
● Lean into paid marketing
● Diversify network partners and
explore new channels
1) User Acquisition
● Lean into paid marketing
● Diversify network partners and
explore new channels
● Experiment with OTT advertising
(if you’re in a relevant vertical)
➔ in-app/endemic OTT inventory
● Fill in the gaps of your users’
journey
● Retention is the new growth
➔ Focus on retargeting and
re-engagement
2) User LTV
Answer questions with your data
What do my users
do in my app?
Which users should I
retarget?
Which of my users spend?
What causes them to spend?
Which of my dormant
users uninstalled?
Track & Optimize the Entire User Lifecycle
Subscription events
Payment Payment Payment Cancellation
Payment issue
Install Subscription Match Uninstall Install New Match Uninstall
The timelines don’t have explicit
overlaps
Payment Payment Payment Cancellation
Payment issue
Install Subscription Match Uninstall Install New Match Uninstall
A holistic overview clears
the path for optimization & engagement
Payment Payment Payment Cancellation
Payment issue
Install Subscription Match Uninstall Install New Match Uninstall
First
conversion
(Re)Activation Renewal
Entered
billing retry
Renewal from
billing retry
Cancellation
Deep Link to Keep Users Engaged
Create seamless ad-to-app experiences
Use your Data to
Personalize your Message
Curate, target, test, iterate
Trust your data
● Limited data means inaccurate
targeting
● Never pay for the same user twice
● Attribution is not a one-size-fits-all
solution
● Customize all your attribution
settings according to your KPIs
1
1
Tricks to optimization
Listen first, speak second: Analyze
your user base to uncover user
behavior patterns and preferences.
2
2
Quantity and quality go hand in hand:
Invest in acquiring valuable users to
increase your ROI sustainably.
3
3
Double down on what’s working: To
reduce churn, reinvest in channels that
are bringing in loyal users.
Optimize budget allocation by
calculating user LTV
Increase customer loyalty and retention
by identifying users for engagement
campaigns
Find new areas of opportunity
thanks to no more siloed data
Automate to make
space for creativity
Work smarter, drive better results
19
campaigns
Marketers handle an average of 19 campaigns across approximately
14 different networks, highlighting the scale and complexity behind
current marketing campaigns.
14
networks
80%
80% of marketers surveyed said their company was planning to
increase its marketing or advertising automation budget in 2020
Scale fast with
Automation
● Manage campaign bids and
budgets
● Analyze all your cost data in
one place
● Automatically optimize
campaigns that meet your
performance criteria
Protect your budget
Distribution of Fraud Types
Distribution of Fraud Types
Fraudulent activity in Gaming
Data security is top of mind,
and it’s only getting stronger
Ender Özcan
Regional VP Growth EMEA & INSEA
ender@adjust.com
ADJUST HQ
Saarbrücker Str. 37a
10405 Berlin
Germany
IOS 14
iOS 14 - 2 New Frameworks
How to obtain user consent
Brands can use a pre-permission prompt to request consent prior to
triggering the iOS pop-up. This prompt is entirely yours, so you can
customize, design and word it to best fit your app.
How to do it right
Cue the action: Clearly tell your
users that they should give
consent.
Enhance the power of the cue:
Clearly communicate where to
give consent.
Remove distractions: Get rid of
possible distractions on the app
screen.
Winning Strategies for
Mobile App User Acquisition
Nice to meet you
Manan Bajoria
AVP of Growth & Marketing
2020 - A Rollercoaster Ride!
● MAUs & Installs back to pre-covid levels
● Increased focus on User Engagement during lockdown - COVID19 Tracker, Quiz
● Tie up with other brands for services on our app - Mobikwik, Udemy, 1mg etc.
● Scaled up Paid UA on initial signs of travel recovery
MAUs Installs
2020 - A Rollercoaster Ride!
● Bookings & Revenue crossed pre-covid levels
● Free cancellation on Flights & Trains with ixigo assured
Bookings Revenue
User Acquisition - Organic
● Use Store Listing Experiments extensively to
optimize your Play Store Install Conversion %
● Monitor rankings for relevant keywords closely &
optimize accordingly
● Find upcoming keywords & add them to your
play store listing
● Use Google in-app review API to collect reviews
& ratings - We saw 2x Jump in ratings
● Upload your app on other app stores like Mi,
Huawei etc.
User Acquisition - Basics
● Double check all your pixels & events fired from MMP/FB/Firebase SDK
● Check discrepancy in Installs & Events (Google/FB vs MMP)
● Ensure attribution settings in MMP & Google/FB match
● Send Order ID in Revenue Events to avoid duplication
● Monitor CAC LTV cohorts for each channel & scale up accordingly
User Acquisition - Google App Campaigns
● Give App campaigns enough bid, budget & time to learn. They tend to be erratic initially
● Start with CPI & then transition to CPA
● Experiment with Multiple Ad Groups in App Campaigns
● Leverage Youtube Video Inventory - Experiment with both Bumper & 10-15s videos
● Use Discovery Feed Compliant Images - < 20% Text
● Avoid Frequent Changes
Score Text Criteria Image Criteria Video Criteria
User Acquisition - Google & Firebase
Firebase
Implementation
Migrate to Firebase
I.e. Implement
GA4F SDK
Run App Campaigns
Using Purchase
Conversions
Use tROAS bidding
on Apps Leveraging
Firebase
Leverage deferred
deep-linking to drive
better performance
Fuel App Campaigns with
Predicted Signals for
Improved Conversion Rate
Optimize on
Purchase Events
tROAS
Bidding
Deferred
Deep Linking
Firebase
Predictions
User Acquisition - Facebook/Instagram
● Experiment with all ad formats - Static, Carousel, Insta Stories etc.
● Try quirky videos which are thumb stoppers & grab attention - 25% Lower CPI vs Image Ads
● Campaign Budget Optimisation is a hit & miss. Try if it works for you.
● Try running FB & Insta inventory in separate adsets. It might give better results.
● Keep a check on Adset Delivery Insights especially Auction Competition, Audience
Saturation & Auction Overlap
● If facing scale issues try duplicating the campaign & give it extra budget.
● If you see lower performance over time for FB campaign, just pause it & run a duplicate
new campaign.
User Acquisition - Facebook Incrementality
User Acquisition - Facebook Incrementality
App Fraud - The Problem
“With losses estimated at $3.2 Billion in
2020, the value of mobile advertising is
threatened by the expanding &
evolving nature of ad fraud”
Types of Ad Fraud
Sub-Publisher A Click Unrelated
Install
Sub-Publisher A Is
Attributed
Types of Ad Fraud
1.AAd Click 2. Download Start 3. Malware Detects Install,
Sends Click Report
4. First Launch
Install Hijacking
Types of Ad Fraud
Device Farms &
Device Reset Fraud
1.AClick an Ad
3. Reset Device ID
2. Download and
Engage with App
Types of Ad Fraud
1.ASimulatedAd Click
2. Simulated First-Launch
Report
3. Simulated In-App Event
Reports
Bots
How do you fight it?
● Analyze Raw Data yourself & figure out Fraud post attribution
● Use Tools like mFilterit to analyse Fraud post attribution
● Fight with Affiliates for Correcting Payout
● Use Fraud Prevention Module of Attribution Partner
● No Attribution for Fraud Installs
Reactive
Proactive
Find Average CTIT of your app
● Set your Attribution Platform to block installs with low CTIT
● Run Affiliate Campaigns on CPA instead of CPI
Raw Data Analysis
● Almost 20% Hijacked Installs with Time Difference < 30 mins between Affiliate & Google/FB Click
● Ask Affiliates to block such Fraud Publishers(Site IDs) regularly.
Attributed Touch
Time
Install
Time
1st Diff
Touch(S)
Site
ID
Contributor 1
Media Source
Contributor 1
Touch Time
15/08/20 23:58 15/08/20 23:59 16 0wYiyZjgWUmu_0oqGyogAVo0uP76 googleadwords_int 15/08/20 23:57
15/08/20 23:55 15/08/20 23:58 50 0ZbiyZmO9w8Vz_0oPfVogAVo0uz7d googleadwords_int 15/08/20 23:54
15/08/20 23:56 15/08/20 23:57 61 0U8O1ZYS93d_0ZDly3qGDImaQI8A facebook 15/08/20 23:55
15/08/20 23:56 15/08/20 23:56 12 0wYiyZjgWUmu_0oqGyogAVo0uP76 facebook 15/08/20 23:55
15/08/20 23:35 15/08/20 23:55 68 0U8O1ZYS93d_0cs6m7LJQtgNWIP6 googleadwords_int 15/08/20 23:34
14/08/20 23:29 15/08/20 23:51 93 0ZbiyZmO9w8Vz_0oPfVogAVo0uz7d googleadwords_int 14/08/20 23:28
15/08/20 23:48 15/08/20 23:48 25 0wYiyZjgWUmu_0oqGyogAVo0uP76 googleadwords_int 15/08/20 23:47
15/08/20 23:46 15/08/20 23:47 13 0wYiyZjgWUmu_0oqGyogAVo0uP76 facebook 15/08/20 23:46
User Acquisition - Facebook/Instagram
● Run Onboarding Journeys using Marketing Automation tools like Clevertap
○ Install to Sign-up
○ Sign-up to Book
● Run Funnel Drop-off / Retargeting campaigns via Push, Email, SMS/Whatsapp, In-app to
increase conversion
● Test Incremental Conversions & ROI of each campaign (Push, Email, SMS etc.) via Control Groups
● Monitor App Uninstalls after Mobile Pushes & limit no. of pushes accordingly
● Use Push Amplification & Push via Mi, Huawei SDK to ensure higher Push Delivery %
● Personalize your communication as much as possible.
● Always run On the Fly A/B test on Push Copies & Email Subject Lines
User Acquisition - Facebook/Instagram
● Run Uninstall Mail Surveys to find top reasons for App Uninstall
● Have automated campaigns running for Churn prevention & Re-activation
● Use RFM (Recency, Frequency & Monetary) Segmentation to target users with personalized offers
● Monitor your app Crashes & ANRs closely
● Read Play/App Store reviews to find user issues & get them fixed
Questions & Answers
Thank you!
marketing@clevertap.com

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Reimagine Growth 3: Customer Acquisition

  • 1.
  • 2. In this 3-day Growth Series Masterclass, you’ll learn: ● The Marketing Mix model: maximizing growth marketing channels vs. optimizing budget ● How to increase your app’s visibility and boost organic downloads ● How to drive analytics to improve engagement and fuel monetization Top growth professionals will address the challenges they’re overcoming and the strategies they’re using to succeed.
  • 3. Ender Özcan Regional VP Growth EMEA & INSEA adjust Manan Bajoria AVP of Growth & Marketing ixigo
  • 4. Day 1 Winning Strategies for Mobile App Marketing: Lessons from 2020 for 2021 Customer Acquisition ● Why ASO should be part of your mobile marketing strategy ● Channels that will continue to deliver on ROI for marketers acros the digital world ● Leveraging marketing automation and fraud protection solutions for your user acquisition ● Anticipated changes in customer behaviour and planning better for 2021 Key Learnings:
  • 5. Winning Strategies for Mobile App Marketing: Lessons from 2020 for 2021 BERLIN • BEIJING • BENGALURU • ISTANBUL • LONDON • MEXICO CITY • MOSCOW • NEW YORK PARIS • SAN FRANCISCO • SAO PAULO • SEOUL • SHANGHAI • SINGAPORE • TEL AVIV • TOKYO
  • 6. What we’ll cover: ● The pandemic’s impact on mobile ● Customer behavior trends from 2020 that’ll carry into 2021 ● Tips on how to grow your app and deliver on ROI
  • 7. Mobile Adoption Boomed in 2020 — Advancing 2-3 Years in 12 Months ● Consumers migrated more of their physical needs onto mobile, spending $143 billion worldwide at 20% growth YoY ● The average adult in India spent approx 4.6 hours in mobile apps per day in 2020 ● And not just Gen Z, Millennials and Baby Boomers also spent more time in mobile, 16%, 18% and 30% more, respectively
  • 8. Pandemic-driven mobile consumption ● Verticals that got a big bump: ➔ Social networks ➔ Streaming video ➔ Gaming ➔ Health & fitness, business, shopping, education, food delivery, and news
  • 13. Video streaming surged ● Paid subscription services (SVoD) increased to about 100-125 million
  • 14. Video streaming surged ● Paid subscription services (SVoD) increased to about 100-125 million ● YouTube (43%), Hotstar (16%), Netflix (14%), Amazon Prime Video (7%) and Facebook (5%) accounted for a combined 85% share of total revenues in 2020
  • 15. Video streaming surged ● Paid subscription services (SVoD) increased to about 100-125 million ● YouTube (43%), Hotstar (16%), Netflix (14%), Amazon Prime Video (7%) and Facebook (5%) accounted for a combined 85% share of total revenues in 2020 ● OTT content investment in India touched $700 million in 2020
  • 17. rise in users > ad revenue
  • 18. ● Publisher revenues have been shifting away from in-app advertising and toward purchases (IAPs) Diversification of monetization models
  • 19. ● Publisher revenues have been shifting away from in-app advertising and toward purchases (IAPs) ● Consumers are more apt to sign up for subscriptions and accept hybrid models of monetization Diversification of monetization models
  • 22. $30.4B Mobile is the future of TV: the revenue in the video streaming segment expected to grow to $30.4 billion by 2024.
  • 23. India’s online video market will touch $4 billion by 2025, with subscription services contributing more than $1.5 billion while advertising accounting for $2.5 billion. $4 Billion
  • 24. 1h30 Across the world, viewers are spending well over an hour/day on their phone watching OTT streaming content. Mobile viewers are staying longer than you think
  • 25. Who’s streaming? Recent research conducted by Adjust showed that younger consumers lead the pack in mobile streaming — with Gen Z and Millennials most likely to pay for streaming and on-demand entertainment services than any other generation.
  • 27. over 91% Subscriptions drive consumer spend of consumer spend* comes from apps offering subscription Despite the comparatively small number of apps offering subscription, reports show that these account for the majority of consumer spend.* *(in top non-gaming apps) ● In the Apple App Store, 97% of consumer spend was driven by subscriptions. ● In the Google Play Store, subscription-based revenue came in at 91%. Source: App Annie
  • 28. Brands across different verticals are exploring the subscription revenue model Educational Business Games Utilities Entertainment Travel Social Health Publications Lifestyle
  • 30. More time spent on mobile = More apps = More competition
  • 31. 1) User Acquisition ● Lean into paid marketing
  • 32. 1) User Acquisition ● Lean into paid marketing ● Diversify network partners and explore new channels
  • 33. 1) User Acquisition ● Lean into paid marketing ● Diversify network partners and explore new channels ● Experiment with OTT advertising (if you’re in a relevant vertical) ➔ in-app/endemic OTT inventory
  • 34. ● Fill in the gaps of your users’ journey ● Retention is the new growth ➔ Focus on retargeting and re-engagement 2) User LTV
  • 35. Answer questions with your data What do my users do in my app? Which users should I retarget? Which of my users spend? What causes them to spend? Which of my dormant users uninstalled?
  • 36. Track & Optimize the Entire User Lifecycle
  • 37. Subscription events Payment Payment Payment Cancellation Payment issue Install Subscription Match Uninstall Install New Match Uninstall
  • 38. The timelines don’t have explicit overlaps Payment Payment Payment Cancellation Payment issue Install Subscription Match Uninstall Install New Match Uninstall
  • 39. A holistic overview clears the path for optimization & engagement Payment Payment Payment Cancellation Payment issue Install Subscription Match Uninstall Install New Match Uninstall First conversion (Re)Activation Renewal Entered billing retry Renewal from billing retry Cancellation
  • 40. Deep Link to Keep Users Engaged Create seamless ad-to-app experiences
  • 41. Use your Data to Personalize your Message Curate, target, test, iterate
  • 42. Trust your data ● Limited data means inaccurate targeting ● Never pay for the same user twice ● Attribution is not a one-size-fits-all solution ● Customize all your attribution settings according to your KPIs
  • 43. 1 1 Tricks to optimization Listen first, speak second: Analyze your user base to uncover user behavior patterns and preferences. 2 2 Quantity and quality go hand in hand: Invest in acquiring valuable users to increase your ROI sustainably. 3 3 Double down on what’s working: To reduce churn, reinvest in channels that are bringing in loyal users.
  • 44. Optimize budget allocation by calculating user LTV Increase customer loyalty and retention by identifying users for engagement campaigns Find new areas of opportunity thanks to no more siloed data
  • 45. Automate to make space for creativity Work smarter, drive better results
  • 46. 19 campaigns Marketers handle an average of 19 campaigns across approximately 14 different networks, highlighting the scale and complexity behind current marketing campaigns. 14 networks
  • 47. 80% 80% of marketers surveyed said their company was planning to increase its marketing or advertising automation budget in 2020
  • 48. Scale fast with Automation ● Manage campaign bids and budgets ● Analyze all your cost data in one place ● Automatically optimize campaigns that meet your performance criteria
  • 53. Data security is top of mind, and it’s only getting stronger
  • 54. Ender Özcan Regional VP Growth EMEA & INSEA ender@adjust.com ADJUST HQ Saarbrücker Str. 37a 10405 Berlin Germany
  • 56. iOS 14 - 2 New Frameworks
  • 57. How to obtain user consent Brands can use a pre-permission prompt to request consent prior to triggering the iOS pop-up. This prompt is entirely yours, so you can customize, design and word it to best fit your app.
  • 58. How to do it right Cue the action: Clearly tell your users that they should give consent. Enhance the power of the cue: Clearly communicate where to give consent. Remove distractions: Get rid of possible distractions on the app screen.
  • 59. Winning Strategies for Mobile App User Acquisition
  • 60. Nice to meet you Manan Bajoria AVP of Growth & Marketing
  • 61. 2020 - A Rollercoaster Ride! ● MAUs & Installs back to pre-covid levels ● Increased focus on User Engagement during lockdown - COVID19 Tracker, Quiz ● Tie up with other brands for services on our app - Mobikwik, Udemy, 1mg etc. ● Scaled up Paid UA on initial signs of travel recovery MAUs Installs
  • 62. 2020 - A Rollercoaster Ride! ● Bookings & Revenue crossed pre-covid levels ● Free cancellation on Flights & Trains with ixigo assured Bookings Revenue
  • 63. User Acquisition - Organic ● Use Store Listing Experiments extensively to optimize your Play Store Install Conversion % ● Monitor rankings for relevant keywords closely & optimize accordingly ● Find upcoming keywords & add them to your play store listing ● Use Google in-app review API to collect reviews & ratings - We saw 2x Jump in ratings ● Upload your app on other app stores like Mi, Huawei etc.
  • 64. User Acquisition - Basics ● Double check all your pixels & events fired from MMP/FB/Firebase SDK ● Check discrepancy in Installs & Events (Google/FB vs MMP) ● Ensure attribution settings in MMP & Google/FB match ● Send Order ID in Revenue Events to avoid duplication ● Monitor CAC LTV cohorts for each channel & scale up accordingly
  • 65. User Acquisition - Google App Campaigns ● Give App campaigns enough bid, budget & time to learn. They tend to be erratic initially ● Start with CPI & then transition to CPA ● Experiment with Multiple Ad Groups in App Campaigns ● Leverage Youtube Video Inventory - Experiment with both Bumper & 10-15s videos ● Use Discovery Feed Compliant Images - < 20% Text ● Avoid Frequent Changes Score Text Criteria Image Criteria Video Criteria
  • 66. User Acquisition - Google & Firebase Firebase Implementation Migrate to Firebase I.e. Implement GA4F SDK Run App Campaigns Using Purchase Conversions Use tROAS bidding on Apps Leveraging Firebase Leverage deferred deep-linking to drive better performance Fuel App Campaigns with Predicted Signals for Improved Conversion Rate Optimize on Purchase Events tROAS Bidding Deferred Deep Linking Firebase Predictions
  • 67. User Acquisition - Facebook/Instagram ● Experiment with all ad formats - Static, Carousel, Insta Stories etc. ● Try quirky videos which are thumb stoppers & grab attention - 25% Lower CPI vs Image Ads ● Campaign Budget Optimisation is a hit & miss. Try if it works for you. ● Try running FB & Insta inventory in separate adsets. It might give better results. ● Keep a check on Adset Delivery Insights especially Auction Competition, Audience Saturation & Auction Overlap ● If facing scale issues try duplicating the campaign & give it extra budget. ● If you see lower performance over time for FB campaign, just pause it & run a duplicate new campaign.
  • 68. User Acquisition - Facebook Incrementality
  • 69. User Acquisition - Facebook Incrementality
  • 70. App Fraud - The Problem “With losses estimated at $3.2 Billion in 2020, the value of mobile advertising is threatened by the expanding & evolving nature of ad fraud”
  • 71. Types of Ad Fraud Sub-Publisher A Click Unrelated Install Sub-Publisher A Is Attributed
  • 72. Types of Ad Fraud 1.AAd Click 2. Download Start 3. Malware Detects Install, Sends Click Report 4. First Launch Install Hijacking
  • 73. Types of Ad Fraud Device Farms & Device Reset Fraud 1.AClick an Ad 3. Reset Device ID 2. Download and Engage with App
  • 74. Types of Ad Fraud 1.ASimulatedAd Click 2. Simulated First-Launch Report 3. Simulated In-App Event Reports Bots
  • 75. How do you fight it? ● Analyze Raw Data yourself & figure out Fraud post attribution ● Use Tools like mFilterit to analyse Fraud post attribution ● Fight with Affiliates for Correcting Payout ● Use Fraud Prevention Module of Attribution Partner ● No Attribution for Fraud Installs Reactive Proactive
  • 76. Find Average CTIT of your app ● Set your Attribution Platform to block installs with low CTIT ● Run Affiliate Campaigns on CPA instead of CPI
  • 77. Raw Data Analysis ● Almost 20% Hijacked Installs with Time Difference < 30 mins between Affiliate & Google/FB Click ● Ask Affiliates to block such Fraud Publishers(Site IDs) regularly. Attributed Touch Time Install Time 1st Diff Touch(S) Site ID Contributor 1 Media Source Contributor 1 Touch Time 15/08/20 23:58 15/08/20 23:59 16 0wYiyZjgWUmu_0oqGyogAVo0uP76 googleadwords_int 15/08/20 23:57 15/08/20 23:55 15/08/20 23:58 50 0ZbiyZmO9w8Vz_0oPfVogAVo0uz7d googleadwords_int 15/08/20 23:54 15/08/20 23:56 15/08/20 23:57 61 0U8O1ZYS93d_0ZDly3qGDImaQI8A facebook 15/08/20 23:55 15/08/20 23:56 15/08/20 23:56 12 0wYiyZjgWUmu_0oqGyogAVo0uP76 facebook 15/08/20 23:55 15/08/20 23:35 15/08/20 23:55 68 0U8O1ZYS93d_0cs6m7LJQtgNWIP6 googleadwords_int 15/08/20 23:34 14/08/20 23:29 15/08/20 23:51 93 0ZbiyZmO9w8Vz_0oPfVogAVo0uz7d googleadwords_int 14/08/20 23:28 15/08/20 23:48 15/08/20 23:48 25 0wYiyZjgWUmu_0oqGyogAVo0uP76 googleadwords_int 15/08/20 23:47 15/08/20 23:46 15/08/20 23:47 13 0wYiyZjgWUmu_0oqGyogAVo0uP76 facebook 15/08/20 23:46
  • 78. User Acquisition - Facebook/Instagram ● Run Onboarding Journeys using Marketing Automation tools like Clevertap ○ Install to Sign-up ○ Sign-up to Book ● Run Funnel Drop-off / Retargeting campaigns via Push, Email, SMS/Whatsapp, In-app to increase conversion ● Test Incremental Conversions & ROI of each campaign (Push, Email, SMS etc.) via Control Groups ● Monitor App Uninstalls after Mobile Pushes & limit no. of pushes accordingly ● Use Push Amplification & Push via Mi, Huawei SDK to ensure higher Push Delivery % ● Personalize your communication as much as possible. ● Always run On the Fly A/B test on Push Copies & Email Subject Lines
  • 79. User Acquisition - Facebook/Instagram ● Run Uninstall Mail Surveys to find top reasons for App Uninstall ● Have automated campaigns running for Churn prevention & Re-activation ● Use RFM (Recency, Frequency & Monetary) Segmentation to target users with personalized offers ● Monitor your app Crashes & ANRs closely ● Read Play/App Store reviews to find user issues & get them fixed