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Somo Copyright & ConfidentialSomo Copyright & Confidential
May 2014 Tweet us at @somoglobal #SomoWeb
MOBILE MEDIA TRACKING UNVEILED
Ed Chater, VP of Media Operations
Moderated by:
Michael Becker, Strategic and Market Development Advisor
Somo Copyright & Confidential
WHO ARE WE?
2
Ed Chater, VP of Media Operations
Michael Becker, Strategic and Market Development Advisor
Ed has headed up Somo’s media operations since 2010, overseeing the management of all Somo’s
media campaigns and working to drive efficiencies, constantly improve results, and define best
practices.
He is an expert in app distribution strategy and a specialist in mobile search. Ed was one of the fist
people in the world to develop tracking solutions for mobile apps and pioneered the use of data in
app marketing. Ed was recognized as one of MediaWeek’s 30 under 30 along with being a
Revolution Awards Finalist.
Michael J. Becker is a recognized mobile marketing pioneer, with 20+ years industry expertise. He is
the co-founder, Managing Partner & CEO North America of mCordis, a leading provider of
professional mobile marketing education and advisory services.
Michael is an author, educator and industry volunteer. He is on the boards of Marketing EDGE and
the Mobile Marketing Assocation (MMA) in North American and on the advisory boards for Assurant,
Funmobility and Privowny. He is also an adjunct professor of mobile marketing at National
University.
Prior to forming mCordis Michael was the Managing Director North America for the Mobile Marketing
Associations and co-founder of Archer, a leading mobile messaging solutions provider.
Somo Copyright & Confidential
Learning Objectives
 Understand the challenges of tracking apps
 Different mobile tracking methodologies
 How to leverage your data
3
Somo Copyright & Confidential
AGENDA
 Understanding Mobile Consumer Behavior
 The Benefits of Tracking Apps
 The Challenges of Tracking Apps
 Different Mobile Tracking Methodologies
1. R.A.P. Mix
2. Attribution Methods
a. Device ids
b. Device recognition
c. Referrer
 How to Leverage Your Data
1. Measuring in app events
2. LTV and cohort analysis
3. Data pass back for optimization
4. Put mobile results in cross device context
5. Targeting audiences cross device
4
Somo Copyright & Confidential
Objectives
• KPI’s
• Audience
Media Mix
•Paid
•Owned
•Earned
Creative
•Messaging
•Formats
Tracking
•Tagging
•Reporting
Optimization
•Analysis
•Segmentation
•Pricing
WHAT MAKES UP AN ADVERTISING CAMPAIGN?
5
Today we are focusing here
Somo Copyright & Confidential
Poll
6
How familiar are you with mobile media tracking?
1) I’m a superstar.
2) I’m comfortable, but always looking to learn more.
3) Sort of familiar.
4) Help, I’m new to mobile media tracking!
Somo Copyright & Confidential
Poll
7
Are you currently tracking in-app media campaigns?
1) Yes, we are.
2) Yes, I think we are.
3) No.
4) I’m not sure.
Somo Copyright & Confidential
JARGON BUSTER: WHAT DO WE MEAN BY TRACKING?
8
Tracking
Analytics
All terms used to describe technology that can
generate & analyze advertising data
Mobile Attribution
Platforms
Primary Focus:
Matching ad clicks to
conversions, and
calculating ad ROI
Onsite/In-App
Platforms
Primary Focus:
Measuring the overall
performance of a site
or app
Audience
Platforms
Primary Focus:
Measuring the
audience profile of a
user
Measurement
In mobile (unlike desktop) solutions are fragmented into the following platforms:
Somo Copyright & Confidential
MEASURING APPS IS DIFFERENT TO MEASURING MOBILE WEB
 This presentation will focus on Advertising Apps
 Mobile web is more simple to track
9
Advertising Apps Advertising Mobile Web Sites
 In mobile there is a new dimension to advertising on mobile:
Somo Copyright & ConfidentialSomo Copyright & Confidential
CONSUMER BEHAVIOUR
10
Somo Copyright & Confidential
PEOPLE ARE SPENDING MORE TIME IN APPS THAN MOBILE WEB
Source: Flurry April 2014
11
Somo Copyright & Confidential
MORE TIME IS SPENT IN APPS THAN ON DESKTOP
12
Source: ComScore Feb 2014
Somo Copyright & ConfidentialSomo Copyright & Confidential
THE BENEFITS OF TRACKING APP ADVERTISING
13
Somo Copyright & Confidential
WHY DO WE WANT TO TRACK APP ADVERTISING
14
“Half the money I spend on advertising is wasted.
The trouble is, I don’t know which half”
– John Wannamaker
Tracking provides the data to optimize.
It’s not MadMen, it’s MathMen.
Somo Copyright & Confidential
WITH TRACKING YOU ARE ARMED WITH RICHER DATA
15
DATA WITHOUT AD TRACKING
•Impressions
•Clicks
•CTR
•CPC
•Spend
DATA WITH AD TRACKING
•Impressions
•Clicks
•CTR
•CPC
•Spend
•Conversions
•Conversion Rates
•Conversion Value
•Average Conversion Value
•Return on Investment
•Life Time Value
These metrics at Campaign, Creative & Media Partner powers optimization
Somo Copyright & Confidential
MARKETERS SEE THE PROBLEM
16
48% of marketers surveyed state
that Tracking & Measurement is their
greatest mobile advertising concern.
Source: MMA Survey, July 2012
What is your greater concern when
it comes to mobile advertising?
48% Tracking and measurement
21% Cost and complexity
15% Privacy
13% Ability to scale
3% Brand safety
Somo Copyright & ConfidentialSomo Copyright & Confidential
THE CHALLENGE WITH
TRACKING ADVERTISING APPS
17
Somo Copyright & Confidential
WHY IS MOBILE TRACKING SO HARD?
18
3rd party cookies
don’t work
OS App Store is a
walled garden
Traditional tools are broken
Fragmented ecosystem
with a lack of standards
Somo Copyright & Confidential
THE GOOD NEWS: IT IS POSSIBLE
19
User clicks ad User downloads app User opens app
User completes
in-app event
Unique ID is created
at click
Device: 1234
Unique ID is created
at install
Device: 1234
In-App Events
Matched to device ID
Device: 1234
Somo Copyright & ConfidentialSomo Copyright & Confidential
HOW TO SUCCESSFULLY TRACK
ADVERTISING MOBILE APPS
20
Somo Copyright & Confidential
THREE PRIMARY METHODS OF TRACKING APP ADVERTISING
Attribution is the method of matching a conversion event to an ad click
 Device IDs
A unique ID provided by the device’s OS
 Method 2: Device Recognition
Statistical estimation on probable matches
 Method 3: Referrers
Passing data through the HTTP web call
21
ATTRIBUTION
Click Conversion
None are perfect
Somo Copyright & Confidential
THE R.A.P. MIX
22
Privacy Accuracy
Reach
Somo Copyright & Confidential
ATTRIBUTION METHOD 1: DEVICE IDS
23
Different Types:
• Apple’s Device Identifier For Advertisers
• Android Advertiser ID
• Android ID, IMEI, MAC
68753A44-4D6F-1226-9C60-0050E4C00067
Example of Apple’s Identifier for Advertisers:
What is it?
Reach
AccuracyPrivacy
R.A.P. Mix:
Somo Copyright & Confidential
ATTRIBUTION METHOD 2: DEVICE RECOGNITION
24
What is it?
Reach
AccuracyPrivacy
R.A.P. Mix:
AT CLICK
Device: iPhone 5C
OS: iOS 7
IP: 170.12.252.1
Time Zone: GMT
Plus over 100
parameters
AT INSTALL
Device: iPhone 5C
OS: iOS 7
IP: 170.12.252.1
Time Zone: GMT
Plus over 100
parameters
Method of profiling devices to create probabilistic matches
• The industry lacks a standard
• Insist on transparency
Somo Copyright & Confidential
ATTRIBUTION METHOD 3: REFERRERS
25
What is it?
Reach
AccuracyPrivacy
R.A.P. Mix:
It is possible to pass referrer information through the Google Play store
https://play.google.com/store/apps/detail
s?id=com.somo&referrer=tracking_id%
3D12345
This install came
from:
tracking_id%3D12
345
Somo Copyright & Confidential
IMPLEMENT TECHNOLOGY THAT CAN COMBINE METHODS
26
Reach
AccuracyPrivacy
Device IDs Device Recognition Referrers
Somo Copyright & ConfidentialSomo Copyright & Confidential
HOW TO LEVERAGE THE DATA
27
Somo Copyright & Confidential
GO BEYOND INSTALL & ALIGN KPI’S TO BUSINESS GOALS
28
GAMING
• In-App Purchases
• Loyal Users
• Level completion
• Lifetime Value (LTV)
RETAIL
• Registration
• Purchases & LTV
• Funnel Analysis
• Cross Channel Purchases
FINANCE
• Registration
• Form completes
• Funnel Analysis
• Calls to call center
• Cross Device Users
Banners QR Codes
Owned
Media
SMSSocial
Somo Copyright & Confidential
$0
$1
$2
$3
$4
$5
Day 1 7 Days 14 Days 30 Days 60 Days 90 Days 120 Days
RevenuePerInstall
Days From Original Install Banner 1
Banner 2
UNDERSTAND THE ROI OF YOUR CAMPAIGNS
29
$0
$1
$2
$3
$4
$5
$6
Banner 1 Banner 2
Cost Per Install Revenue Per Install
ROI Analysis LTV Analysis
Somo Copyright & Confidential
SHARE DATA WITH MEDIA PARTNERS
30
Tracking
Solution
Ad Networks
DSP’s
Publishers
Desktop Analytics
Enable real-time optimization and
retarget based on 1st party data
Somo Copyright & Confidential
PUT MOBILE IN CONTEXT & ANALYZE CROSS DEVICE
31
Customer ID
 Sync customer ID’s cross device
Examples of customer ID:
- email address
- username
- account number
 Respect User Privacy
 Integrate mobile attribution into
customer analytics
Somo Copyright & Confidential
YOU CAN ALSO TARGET CROSS DEVICE
32
DETERMINISTIC PROBABALISTIC
Concrete evidence users
devices are connected:
customer ID
Statistical graphs making
inferred models on which
devices are connected
Current Leading Vendors
Be Pragmatic! Very Early Technology
Somo Copyright & Confidential
HOW TO LEVERAGE YOUR DATA
33
 Go beyond install & align KPIs to your business goals
 Understand the ROI of your campaign with detailed analytics
 Share data in real-time with your media partners
 Cross device insights and targeting complete the picture
Somo Copyright & Confidential
MOBILE TRACKING IN THE FUTURE
34
• More fragmentation
• Lots more consumer insights
• Watches & TVs will be
biggest areas for advertising
• Appliances will prevent new
promotional models
Somo Copyright & ConfidentialSomo Copyright & Confidential
A GAMING CASE STUDY
35
Somo Copyright & Confidential
THE CHALLENGE
36
• A major gaming publisher was buying ads
on mobile but couldn’t measure the ROI of
individual campaigns
$0
$50,000
$100,000
$150,000
$200,000
Week 1 Week 2 Week 3 Week 4
Ad Spend Revenue
• All they could do was measure
performance at the app level
Somo Copyright & Confidential
THE SOLUTION
37
1) Identify the business KPI’s they needed to
measure
2) Implement Lithient App Tracker SDK into
their app
3) Tag up their campaigns with tracking links
4) Integrate Lithient data into their internal
marketing data warehouse
5) Review performance daily and optimize
according to business KPIs
Somo Copyright & Confidential
THE RESULTS: 120% INCREASE IN ROI
38
• Creative optimization could take
place for the first time after 1 week
of data
• Identified DSP buys were under
indexing along the conversion path
and was able to adjust DSP targets
to increase volume
Within 1 month the ad
campaign saw an
improved ROI of 120%
Somo Copyright & Confidential
LITHIENT APP TRACKER
39
• Understand your media buy
Pioneering technology that makes
it easy for marketers to measure
and optimize mobile ads
• Know your consumer behavior
• Improve campaign performance
Somo Copyright & ConfidentialSomo Copyright & Confidential
Q&A
40
Somo Copyright & Confidential
LONDON
Epworth House
25 City Road
EC1Y 1AA
+44 (0)20 3397 3550
MAKING SENSE OF MOBILE
www.somoglobal.com
@somoglobal
hello@somoglobal.com
SAN FRANCISCO
180 Sansome Street
San Francisco, CA 94104
+1 (415) 230 2756
LOS ANGELES
1530 7th St, Suite 100
Santa Monica, CA 90401
+1 (310) 752 7656
NEW YORK
821 Broadway
New York, NY
10003
+1 (347) 709 7666
SINGAPORE
50 Raffles Place, Level 30
Singapore Land Tower
Singapore 048623
+65 66323551
GET IN TOUCH.
Somo Copyright & Confidential
BERLIN
Friedelstrasse 27
D-12047
Berlin
+49 176 709 84780

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Mobile Media Tracking Unveiled

  • 1. Somo Copyright & ConfidentialSomo Copyright & Confidential May 2014 Tweet us at @somoglobal #SomoWeb MOBILE MEDIA TRACKING UNVEILED Ed Chater, VP of Media Operations Moderated by: Michael Becker, Strategic and Market Development Advisor
  • 2. Somo Copyright & Confidential WHO ARE WE? 2 Ed Chater, VP of Media Operations Michael Becker, Strategic and Market Development Advisor Ed has headed up Somo’s media operations since 2010, overseeing the management of all Somo’s media campaigns and working to drive efficiencies, constantly improve results, and define best practices. He is an expert in app distribution strategy and a specialist in mobile search. Ed was one of the fist people in the world to develop tracking solutions for mobile apps and pioneered the use of data in app marketing. Ed was recognized as one of MediaWeek’s 30 under 30 along with being a Revolution Awards Finalist. Michael J. Becker is a recognized mobile marketing pioneer, with 20+ years industry expertise. He is the co-founder, Managing Partner & CEO North America of mCordis, a leading provider of professional mobile marketing education and advisory services. Michael is an author, educator and industry volunteer. He is on the boards of Marketing EDGE and the Mobile Marketing Assocation (MMA) in North American and on the advisory boards for Assurant, Funmobility and Privowny. He is also an adjunct professor of mobile marketing at National University. Prior to forming mCordis Michael was the Managing Director North America for the Mobile Marketing Associations and co-founder of Archer, a leading mobile messaging solutions provider.
  • 3. Somo Copyright & Confidential Learning Objectives  Understand the challenges of tracking apps  Different mobile tracking methodologies  How to leverage your data 3
  • 4. Somo Copyright & Confidential AGENDA  Understanding Mobile Consumer Behavior  The Benefits of Tracking Apps  The Challenges of Tracking Apps  Different Mobile Tracking Methodologies 1. R.A.P. Mix 2. Attribution Methods a. Device ids b. Device recognition c. Referrer  How to Leverage Your Data 1. Measuring in app events 2. LTV and cohort analysis 3. Data pass back for optimization 4. Put mobile results in cross device context 5. Targeting audiences cross device 4
  • 5. Somo Copyright & Confidential Objectives • KPI’s • Audience Media Mix •Paid •Owned •Earned Creative •Messaging •Formats Tracking •Tagging •Reporting Optimization •Analysis •Segmentation •Pricing WHAT MAKES UP AN ADVERTISING CAMPAIGN? 5 Today we are focusing here
  • 6. Somo Copyright & Confidential Poll 6 How familiar are you with mobile media tracking? 1) I’m a superstar. 2) I’m comfortable, but always looking to learn more. 3) Sort of familiar. 4) Help, I’m new to mobile media tracking!
  • 7. Somo Copyright & Confidential Poll 7 Are you currently tracking in-app media campaigns? 1) Yes, we are. 2) Yes, I think we are. 3) No. 4) I’m not sure.
  • 8. Somo Copyright & Confidential JARGON BUSTER: WHAT DO WE MEAN BY TRACKING? 8 Tracking Analytics All terms used to describe technology that can generate & analyze advertising data Mobile Attribution Platforms Primary Focus: Matching ad clicks to conversions, and calculating ad ROI Onsite/In-App Platforms Primary Focus: Measuring the overall performance of a site or app Audience Platforms Primary Focus: Measuring the audience profile of a user Measurement In mobile (unlike desktop) solutions are fragmented into the following platforms:
  • 9. Somo Copyright & Confidential MEASURING APPS IS DIFFERENT TO MEASURING MOBILE WEB  This presentation will focus on Advertising Apps  Mobile web is more simple to track 9 Advertising Apps Advertising Mobile Web Sites  In mobile there is a new dimension to advertising on mobile:
  • 10. Somo Copyright & ConfidentialSomo Copyright & Confidential CONSUMER BEHAVIOUR 10
  • 11. Somo Copyright & Confidential PEOPLE ARE SPENDING MORE TIME IN APPS THAN MOBILE WEB Source: Flurry April 2014 11
  • 12. Somo Copyright & Confidential MORE TIME IS SPENT IN APPS THAN ON DESKTOP 12 Source: ComScore Feb 2014
  • 13. Somo Copyright & ConfidentialSomo Copyright & Confidential THE BENEFITS OF TRACKING APP ADVERTISING 13
  • 14. Somo Copyright & Confidential WHY DO WE WANT TO TRACK APP ADVERTISING 14 “Half the money I spend on advertising is wasted. The trouble is, I don’t know which half” – John Wannamaker Tracking provides the data to optimize. It’s not MadMen, it’s MathMen.
  • 15. Somo Copyright & Confidential WITH TRACKING YOU ARE ARMED WITH RICHER DATA 15 DATA WITHOUT AD TRACKING •Impressions •Clicks •CTR •CPC •Spend DATA WITH AD TRACKING •Impressions •Clicks •CTR •CPC •Spend •Conversions •Conversion Rates •Conversion Value •Average Conversion Value •Return on Investment •Life Time Value These metrics at Campaign, Creative & Media Partner powers optimization
  • 16. Somo Copyright & Confidential MARKETERS SEE THE PROBLEM 16 48% of marketers surveyed state that Tracking & Measurement is their greatest mobile advertising concern. Source: MMA Survey, July 2012 What is your greater concern when it comes to mobile advertising? 48% Tracking and measurement 21% Cost and complexity 15% Privacy 13% Ability to scale 3% Brand safety
  • 17. Somo Copyright & ConfidentialSomo Copyright & Confidential THE CHALLENGE WITH TRACKING ADVERTISING APPS 17
  • 18. Somo Copyright & Confidential WHY IS MOBILE TRACKING SO HARD? 18 3rd party cookies don’t work OS App Store is a walled garden Traditional tools are broken Fragmented ecosystem with a lack of standards
  • 19. Somo Copyright & Confidential THE GOOD NEWS: IT IS POSSIBLE 19 User clicks ad User downloads app User opens app User completes in-app event Unique ID is created at click Device: 1234 Unique ID is created at install Device: 1234 In-App Events Matched to device ID Device: 1234
  • 20. Somo Copyright & ConfidentialSomo Copyright & Confidential HOW TO SUCCESSFULLY TRACK ADVERTISING MOBILE APPS 20
  • 21. Somo Copyright & Confidential THREE PRIMARY METHODS OF TRACKING APP ADVERTISING Attribution is the method of matching a conversion event to an ad click  Device IDs A unique ID provided by the device’s OS  Method 2: Device Recognition Statistical estimation on probable matches  Method 3: Referrers Passing data through the HTTP web call 21 ATTRIBUTION Click Conversion None are perfect
  • 22. Somo Copyright & Confidential THE R.A.P. MIX 22 Privacy Accuracy Reach
  • 23. Somo Copyright & Confidential ATTRIBUTION METHOD 1: DEVICE IDS 23 Different Types: • Apple’s Device Identifier For Advertisers • Android Advertiser ID • Android ID, IMEI, MAC 68753A44-4D6F-1226-9C60-0050E4C00067 Example of Apple’s Identifier for Advertisers: What is it? Reach AccuracyPrivacy R.A.P. Mix:
  • 24. Somo Copyright & Confidential ATTRIBUTION METHOD 2: DEVICE RECOGNITION 24 What is it? Reach AccuracyPrivacy R.A.P. Mix: AT CLICK Device: iPhone 5C OS: iOS 7 IP: 170.12.252.1 Time Zone: GMT Plus over 100 parameters AT INSTALL Device: iPhone 5C OS: iOS 7 IP: 170.12.252.1 Time Zone: GMT Plus over 100 parameters Method of profiling devices to create probabilistic matches • The industry lacks a standard • Insist on transparency
  • 25. Somo Copyright & Confidential ATTRIBUTION METHOD 3: REFERRERS 25 What is it? Reach AccuracyPrivacy R.A.P. Mix: It is possible to pass referrer information through the Google Play store https://play.google.com/store/apps/detail s?id=com.somo&referrer=tracking_id% 3D12345 This install came from: tracking_id%3D12 345
  • 26. Somo Copyright & Confidential IMPLEMENT TECHNOLOGY THAT CAN COMBINE METHODS 26 Reach AccuracyPrivacy Device IDs Device Recognition Referrers
  • 27. Somo Copyright & ConfidentialSomo Copyright & Confidential HOW TO LEVERAGE THE DATA 27
  • 28. Somo Copyright & Confidential GO BEYOND INSTALL & ALIGN KPI’S TO BUSINESS GOALS 28 GAMING • In-App Purchases • Loyal Users • Level completion • Lifetime Value (LTV) RETAIL • Registration • Purchases & LTV • Funnel Analysis • Cross Channel Purchases FINANCE • Registration • Form completes • Funnel Analysis • Calls to call center • Cross Device Users Banners QR Codes Owned Media SMSSocial
  • 29. Somo Copyright & Confidential $0 $1 $2 $3 $4 $5 Day 1 7 Days 14 Days 30 Days 60 Days 90 Days 120 Days RevenuePerInstall Days From Original Install Banner 1 Banner 2 UNDERSTAND THE ROI OF YOUR CAMPAIGNS 29 $0 $1 $2 $3 $4 $5 $6 Banner 1 Banner 2 Cost Per Install Revenue Per Install ROI Analysis LTV Analysis
  • 30. Somo Copyright & Confidential SHARE DATA WITH MEDIA PARTNERS 30 Tracking Solution Ad Networks DSP’s Publishers Desktop Analytics Enable real-time optimization and retarget based on 1st party data
  • 31. Somo Copyright & Confidential PUT MOBILE IN CONTEXT & ANALYZE CROSS DEVICE 31 Customer ID  Sync customer ID’s cross device Examples of customer ID: - email address - username - account number  Respect User Privacy  Integrate mobile attribution into customer analytics
  • 32. Somo Copyright & Confidential YOU CAN ALSO TARGET CROSS DEVICE 32 DETERMINISTIC PROBABALISTIC Concrete evidence users devices are connected: customer ID Statistical graphs making inferred models on which devices are connected Current Leading Vendors Be Pragmatic! Very Early Technology
  • 33. Somo Copyright & Confidential HOW TO LEVERAGE YOUR DATA 33  Go beyond install & align KPIs to your business goals  Understand the ROI of your campaign with detailed analytics  Share data in real-time with your media partners  Cross device insights and targeting complete the picture
  • 34. Somo Copyright & Confidential MOBILE TRACKING IN THE FUTURE 34 • More fragmentation • Lots more consumer insights • Watches & TVs will be biggest areas for advertising • Appliances will prevent new promotional models
  • 35. Somo Copyright & ConfidentialSomo Copyright & Confidential A GAMING CASE STUDY 35
  • 36. Somo Copyright & Confidential THE CHALLENGE 36 • A major gaming publisher was buying ads on mobile but couldn’t measure the ROI of individual campaigns $0 $50,000 $100,000 $150,000 $200,000 Week 1 Week 2 Week 3 Week 4 Ad Spend Revenue • All they could do was measure performance at the app level
  • 37. Somo Copyright & Confidential THE SOLUTION 37 1) Identify the business KPI’s they needed to measure 2) Implement Lithient App Tracker SDK into their app 3) Tag up their campaigns with tracking links 4) Integrate Lithient data into their internal marketing data warehouse 5) Review performance daily and optimize according to business KPIs
  • 38. Somo Copyright & Confidential THE RESULTS: 120% INCREASE IN ROI 38 • Creative optimization could take place for the first time after 1 week of data • Identified DSP buys were under indexing along the conversion path and was able to adjust DSP targets to increase volume Within 1 month the ad campaign saw an improved ROI of 120%
  • 39. Somo Copyright & Confidential LITHIENT APP TRACKER 39 • Understand your media buy Pioneering technology that makes it easy for marketers to measure and optimize mobile ads • Know your consumer behavior • Improve campaign performance
  • 40. Somo Copyright & ConfidentialSomo Copyright & Confidential Q&A 40
  • 41. Somo Copyright & Confidential LONDON Epworth House 25 City Road EC1Y 1AA +44 (0)20 3397 3550 MAKING SENSE OF MOBILE www.somoglobal.com @somoglobal hello@somoglobal.com SAN FRANCISCO 180 Sansome Street San Francisco, CA 94104 +1 (415) 230 2756 LOS ANGELES 1530 7th St, Suite 100 Santa Monica, CA 90401 +1 (310) 752 7656 NEW YORK 821 Broadway New York, NY 10003 +1 (347) 709 7666 SINGAPORE 50 Raffles Place, Level 30 Singapore Land Tower Singapore 048623 +65 66323551 GET IN TOUCH. Somo Copyright & Confidential BERLIN Friedelstrasse 27 D-12047 Berlin +49 176 709 84780

Hinweis der Redaktion

  1. Tracking provides the data to optimize
  2. Challenges in mobile are still a concern for marketers – especially when it comes to tracking and measurement. Marketers are blind to their audience and remain challenged on how to attribute ad spend. Being able to recognize and attribute clicks to installs is a challenge that marketing community experiences first hand.
  3. There is a tradeoff of accuracy vs. reach vs privacy