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Welcome to
Masterclass 2017
Every month, in Australia & New Zealand, Google
drives tens of millions of direct connections
between businesses & their customers
Snowy’s
Many reasons to
celebrate our great
2017 together
Today's agenda and logistics
12:00PM
Registration, lunch and demos
12:45PM
Welcome
Rebecca Mason & Jean Magalhaes
12:55PM
From a mobile-first, to an AI-first world
Aisling Finch
1:20PM
Optimisation and Automation
Dave Booth
2:30PM
Break and demos
3:00PM
Measurement and Attribution
Dave Booth
4:05PM
Agency of the Future
Martin Curtis
5:00PM
Day Recap and closing remarks
Rebecca Mason & Jean Magalhaes
5:10PM
Networking, drinks and demos
#Masterclass2017
Marketing Director
Google AU/NZ
Aisling Finch
From a mobile-first,
to an AI-first world
Why AI and ML in
Masterclass?
Definition
AI (artificial intelligence) - science of making things smart, to
a point they can perform sophisticated tasks, such as play Go,
or recognise the content in a given photo.
ML (Machine Learning) - is a technique to develop AI. ML is all
about learning from examples, and getting computers to do
something without being explicitly programmed to do so
01
01
Why AI-first?
02
Meet the
Assistant
01
Why AI-first?
Helping us
with everyday
problems
01
Machine Learning is already improving many of our products
Search
Search ranking
Speech recognition
Play
App recommendations
Game developer experience
Gmail
Smart reply
Spam classification
Drive
Intelligence in Apps
Chrome
Search by image
Maps
Parsing local search
Translate
Text, graphic and speech
translation
Cardboard
Smart stitching
Photos
Photos search
Assistant
Smart connections
across products
YouTube
Video recommendations
Better thumbnails
Android
Keyboard & speech input
01
…and solving
old problems
01
Data Centres
energy efficiency
01
01
01
01
Breast Cancer diagnosis
Biopsy Slide Ground Truth
(from pathologist)
Model Prediction
01
01
01 02
Meet the
Assistant
Why AI-first?
02
Meet the
Assistant
02
Assistant: connection between features across our products
02
Google’s speech recognition technology now has a 4.9% word
error rate*
July 2016 Oct 2016 Dec 2016 Current
8.5%
6.8%
6.1%
4.9%
Source: Emil Protalinski, @EPRO, May 17, 2017
*US English only
02
02
02
We’re living in a world of moments
02
Thank you
Do you have a question about today’s content? Participate in the live
Q&A using Sli.do
Step 1: Visit https://www.sli.do/
Step 2: Enter event code #Masterclass17
Step 3: Submit your questions / upvote existing ones
Three questions will be answered at the end of each
presentation
Founding and Senior Partner
Cardinal Path
Dave Booth
Optimisation & Automation
Aligning
expectations
Things that will kill
you while swimming/
surfing/ otherwise in the water
Things that will kill you
P. Sherman 42
Wallaby Way,
Sydney, NSW
AI, ML, DL, GDTLAs
IAAI
The heavy-lifting task of optimising for performance
Are you making
the best use of
your time?
Are you driving
the best results
possible?
Are you operating
in the most
profitable way?
The two elements of optimisation we’ll cover in this section
BiddingCreatives
0201
Creatives
01
The art of showing
generic ads to hyper
targeted audiences
“
01
of consumers who own multiple devices
switch between screens to complete a task.
90%
more likely to be influenced by
targeted digital ads.
2x
sources consulted before
making a purchase.
10+
Consumer journey is more
complex than ever
Source: https://www.thinkwithgoogle.com/research-studies/mobile-path-to-purchase-5-key-findings.html | https://www.thinkwithgoogle.com/articles/shift-to-
constant-connectivity.html | https://www.sociomantic.com/wp-content/uploads/2013/11/What-Consumers-Want-Infographic-Sociomantic-Labs-EN-global.png 01
Consumers want information that is
relevant to their moment based on their:
Time Device
Location Interest
Intent
Tailoring ads at scale
01
01
Optimised
Ad Rotation
Tailored
messages
01
Optimised
Ad Rotation
Creative
success
Tailored
messages
01
Optimised
Ad Rotation
Different people & contexts ask for different ads
01
3.5B
searches happen
on Google each day
Ad 3
Ad 2
Ad Group 1
Ad 1
Device
Time
Geo
Device
Time
Geo
Device
Time
Geo
Ad groups with 3 or more
high-quality ads may receive
up to 15% more clicks or
conversions* vs. ad groups
with only 1 or 2 ads.
01
Show the right message
to the right person
Ad 3Ad 1 Ad 2
*Source: Google Internal Data. When you rotate your ads to optimize for clicks or conversions. This will vary by
client, business type, among other factors, and Google cannot guarantee this or any uplift.
01
A practical example
*Source: Google Internal Data. When you rotate your ads to optimize for clicks or conversions. This will vary by
client, business type, among other factors, and Google cannot guarantee this or any uplift.
Ad 3
(It’s probably
too late)
Ad 1
Forgetful
packing
incident?
Ad 2
Forgetful
morning
dresser?
Ad 3
Optimisation
Ad Rotation
01
Optimise ad rotation to show
your most relevant ad
*Source: Google Internal Data. This will vary by client and business type, among other factors and Google cannot guarantee this or any uplift.
+5%
more clicks &
conversions*
Improve quality
& traffic
Both optimise settings
positively impact
quality score & CTR
Ads using either optimise
setting tend to accrue
more conversions
Increase
conversions
Simplify campaign
management
Let AdWords automatically
serve the most relevant ad
with no additional effort
required
01
Tailored
messages
01
Dynamic Search Ads
(old but gold)
01
of searches
are unique
15% How can we optimise and plan for things that haven’t happened yet?
Use Dynamic Search Ads to
capture relevant queries
01
01
Compared with their keyword performance, for
the median advertiser, DSA targeting generates...
01
CPCs CPAs
35%
lower
Clicks CTRs
...and on average 86% of Dynamic Search Ads traffic is incremental
30%
lower
30%
higher
30%
more
Best practices reminder
01
1. Website structure
2. Exclusions
3. Monitor the machine!
01
Ad Customisers
(new feature)
01
2011
01
Feed based creatives
for everyone
Customise your ads at
scale to every context:
keyword, time, device &
user location.
01
Ad customisers
01
Tailor your ad to the keyword, ad group or campaign
01
Ad
Buy some dinosaur meat.
example.com
Starting at $49. Won’t spoil for
another 325 years!
Ad
Buy some drop bear meat.
example.com
Starting at $1.99. Won’t spoil for
another 15 days!
Eat a 

dinosaur
Drop
bears
Example
Ad
Buy some MYSTICAL_CREATURE_NAME meat.
example.com
Starting at COST. Won’t spoil for
another COUNTDOWN!
Feed example for keyword ad customisation
01
Note: 

You can also use
“Target Keyword text”
and “Target Keyword
Match type”, instead of
“Target Keyword”
Tailor your ad to the time of day/ device
Ad
Got the Monday am commute blues?
example.com
Eat some unicorn and sparkle.
Free shipping on orders above $65.
Ad
Host a hoop snake BBQ
example.com
No plans for the weekend? BBQ
some hoop snake! 20% off BBQ1.
Ad
Chupacabra breakfast tacos?
example.com
You bet! 10% off fresh chupacabra
meat. Just add guac & salsa.
Friday
Laptop
Monday
Mobile
Any day, AM
Any
01
Feed example for device / time ad customisation
01
01
Approach ResultsGoals
- Increased overall CTR by 32%
- Grew CTR in second-highest
volume-producing ad group 

by 113%
- Successfully created and tested
ads at the customer level
- Used Ad Customisers to create
timely and accurate ads
- Tested ad copy with specific
audience segments
- Engage customers with
relevant, real-time messages
throughout the purchase
journey
- Efficiently update ad creative
in different ad segments
01
Count down to an event
01
Ad
Valentine’s day romantic gifts
example.com/valentine
Fun activities for couples on sale now!
Hurry! Deal expires in COUNTDOWN.
Example
Ad
Valentine’s day romantic gifts
example.com/valentine
Fun activities for couples on sale now!
Hurry! Deal expires in 5 Days.
Feb 9
3:00pm
Feb 14
9:00am
Feb 9
5:40pm
Ad
Valentine’s day romantic gifts
example.com/valentine
Fun activities for couples on sale now!
Hurry! Deal expires in 9 Hours.
Ad
Valentine’s day romantic gifts
example.com/valentine
Fun activities for couples on sale now!
Hurry! Deal expires in 20 minutes.
Ad
Buy some dinosaur meat.
example.com
Starting at $49. Won’t spoil for
another 325 years!
Countdown widget in AdWords
01
01
Approach ResultsGoals
- 8.7% increase in conversion rate at
the end of flash sale
- 3% increase in CTR on their ad text
- 8.3% increase in customer
spending per site visit
- Implemented the countdown
function with Google’s
countdown widget
- Dynamically showed customers
the days, hours, or minutes left
until end of sale
- Drive quality traffic to website
- Create urgency to promote
flash sale
- Encourage customers to
convert quickly
Let’s look at data!
01
Let’s look at data!
01
01
Customise ads to the user location of interest
01
Location of interest detected Texas, ‘Merica
Ad
Drink without a worry in DESTINATION
example.com
PRODUCT for DESTINATION
people, starting at PRICE!
Customise ads to the user location of interest
01
Ad
Drink without a worry in Texas
example.com
Drinking holsters for Texas
people, starting at $10!
“drinking in
Texas”
Ad
Drink without a worry in California
example.com
Sunscreen flasks for California
people, starting at $5!
“help me. just
please help me.”
Location of interest detected Texas, ‘Merica
Location of interest detected California, USA
Ad
Drink without a worry in DESTINATION
example.com
PRODUCT for DESTINATION
people, starting at PRICE!
Feed example for geo ad customisation
01
Schedule your feed uploads
01
Tips / best practices
01
1. You cannot pause customisers
But you can pause ads that use them or remove associated data
2. If you remove a data set
You can’t “re-start” by uploading a new data set with the same name
Better to edit your data to keep customisers running
3. Get creative!
BiddingCreatives
0201
Bidding
02
Automation opens up big possibilities
02Source: *BCG Study ‘Cutting Complexity, Adding Value’, 2013, link
Monday Tuesday Wednesday Thursday Friday
is strategic
20%80%
of time spent is dealing with
manual, less strategic tasks
02
(not that

many)
conversions
Millions
of variables
x =
The complexity of the task at hand…
Keywords Topics In-market Affinities
x All your clients!
Time
Hour
Day
Week
Month
Weekday
Location
Radius
Post code
DMA
Region
Country
Device
Mobile
Desktop
Tablet
Audience
Page visitors
Cart abandoners
Loyal shoppers
Who’s your audience anyway?
02
Who’s your audience anyway?
02
AdWords Smart Bidding: Auction-powered technology
02Source: *BCG Study ‘Cutting Complexity, Adding Value’, 2013, link
Advanced machine learning
that drives informed, accurate
bidding decisions
Unparalleled optimisation
frequency and precision that
adjusts bids for every auction
Rich set of auction-time
signals used to capture
contextual relevance for
every unique search
010101010101010101010101010101010101010101010101010101010
010101010101010101010101010101010101010
0101010101010101010101010101010101
010101010101010101010101010
101010101010101010101
010101010101010
101010101
010
02Source: *BCG Study ‘Cutting Complexity, Adding Value’, 2013, link
Advanced machine learning
Keyword
Many search
queries
Across auctions and
search contexts
Unique insight into
every auction,
computing data at
the search query level
W
W M
Z Q
Rich set of auction-time signals
02
Location
Remarketing

list
Every user search is
different and bids for
each query should
reflect the unique
contextual signals
present at auction-time.
Bid
Combinations
between 

2 or more 

signals
Search 

partner
Actual 

query
Language
AppOS Browser Ad 

creative
Noon 

EST
Smartphone
Signals available 

with bid adjustments
Exclusive signals for
AdWords Smart Bidding
02
Example, on the keyword buy new toaster|
Example of signals our algorithm will
optimise against:
Language
settings
Location
Time Browser
Operating
system
CVR
4.0%CVR
2.0%
vs.
Finding the right keyword bid is hard.
Keyword bids are not right for all audiences.
Smart Bidding use case
Smart Bidding
02
Flexibility Efficiency Transparency Testing Attribution
01 02 03 04 05
02
Revenue
Conversions/sales
Website click
Visibility
Campaign Goal Recommended Strategy
Target outranking share
Maximise clicks
Target CPA /
enhanced CPC (semi-auto)
Target ROAS
Powered by
AdWords Smart Bidding
1. Bidding strategies aligned to marketing goals
02
Revenue
Conversions/sales
Website click
Visibility
Campaign Goal Recommended Strategy
Target outranking share
Maximise clicks
Target CPA /
enhanced CPC (semi-auto)
Target ROAS
Powered by
AdWords Smart Bidding
1. Bidding strategies aligned to marketing goals
02
2. Simulations with great data quality
Leverage insights from millions of bids set every second across AdWords
Determine the most
profitable CPA target and
apply the change directly
in the simulator tool
02
3. Unique transparency
Monitor a bid strategy performance and understand its current status
Understand the strategy
status and potential
limitations, then take action
Monitor the performance
of flexible bid strategies
key KPIs and watch how
it improves over time
02
4. Seamless high end experiment platform
Run well-executed A/B tests to test changes before rolling them out
Assess performance
Determine the portion of
traffic that you want to go
through the experiment
(360)
02
5. Go further: bid beyond the last click
Pick up a non-last click attribution model
Last click First click Linear Time decayPosition-based
Rules-based

models
Data-driven

model
great tech gifts highly rated tablets nexus 9 tablet
highly rated tablets nexus 9 tablet
2.73%
Conversion Rate
2.41%
Conversion Rate
= 0.32%
02
IAAI
Thank you
Q&A
Break
#Masterclass2017
Founding and Senior Partner
Cardinal Path
Dave Booth
Measurement & Attribution
Do you have a question about today’s content? Participate in the live
Q&A using Sli.do
Step 1: Visit https://www.sli.do/
Step 2: Enter event code #Masterclass17
Step 3: Submit your questions / upvote existing ones
Three questions will be answered at the end of each
presentation
AttributionMeasurement
0201
Measurement
01
01
01
On sale!
Only 45 shillings
Now through
Friday’s execution
iAnvil 8
Technology has changed everything. People now have a huge selection of devices, channels,
and content to choose from, across multiple platforms.
This creates a lot of fragmented data which can be hard to track and action for advertisers
DisplayOrganic Search BrandDisplay network
01
01
01
Legacy, linear paths to
purchase were relatively
simple to measure.
Today’s paths are not.
New consumer behaviour
broke measurement
01
Rethink measurement
01
Rethink measurement
Intra channel Cross channel
01
90%
of people switch
between screens to
complete tasks 30%
of all customer journeys
involve more than one
channel of interaction
Source: Google/Purchased Digital Diary: How Consumers Solve Their Needs in the Moment, May 2016 01
Source: Google/Purchased Digital Diary: How Consumers Solve Their Needs in the Moment, May 2016
45%
increase in local
shopping queries
01
01
01
How much data
are you trying to
manage?
01
AttributionMeasurement
0201
Attribution
02
02
Let’s play a game!
02
A path to attribution
Digital multi-touch attribution (MTA) solution
Algorithmic/data-driven approaches
Exploring additional models
Standard reporting
Implement tracking Conversions
integrations
campaigns
Typically “last click”
Econometric
(MMM/ESM)
Econometric/model
based (response curves,
channel contribution,
halo effects, etc.)
Tag, cookie, device-
graph based
Data driven
attribution 

(DDA)
Workbench
Marketing channels,
campaign stacking
Multi-channel
funnels (MCF)
model explorer,
custom models
Identify objectives
Day 1 Day 2 Day 3
02
A customer’s journey
Day 1 Day 2 Day 3
02
A customer’s journey
Email Email Desktop Desktop
Mobile web In-store visitMobile app
02
Day 1 Day 2 Day 3
A customer’s journey
Email Email Desktop Desktop
Mobile web In-store visitMobile app
User ID, CD Login cookie
Login cookie Login cookie CRM ID
Login deviceID
Login cookie
Login cookieLogin cookie
User ID, CD
02
Day 1 Day 2 Day 3
A customer’s journey
Email Email Desktop Desktop
Mobile Web In-store visitMobile App
User ID, CD Login cookie
Login cookie Login cookie CRM ID
Login deviceID
Login cookie
Login cookieLogin cookie
User ID, CD
02
02
Different people
Different needs
Different stages
Different experiences
across
at
with
02
Different people
Different needs
Different stages
Different experiences
across
at
with
Segments
Business goals
Customer journey
Channels & devices
02
Metrics & dimensions
KPI’s
Business goals
Different needs
Customer journey
Different stages
Segments
Different people
Channels&devices
Differentexperiences
02
Business goals
Different needs
Customer journey
Different stages
Segments
Different people
Channels&devices
Differentexperiences
Segment:
Journey:
Goal:
Channel/device:
Existing customer
Retention/growth
Easily find what they need
Mobile website
02
Business goal:
Get visitors to content/features quickly and efficiently
Customer journey
Channels/devices
Websitefrommobiledevice
Segment
Existingcustomer Attract Engage Convert Retain/grow Advocate
Pageviews per visit Pages/Session, segment = mobile Google Analytics
Time on site Avg. Session Duration, segment = mobile Google Analytics
Bounce rate Bounce rate, segment = mobile Google Analytics
Site search usage Sessions with search, segment = mobile Google Analytics
Unsuccessful search rate % Search exits, segment = mobile Google Analytics
Feature completion (various) (Configured event/goal count/conversion rate) segment = mobile Google Analytics
Social activity (Tweets/Posts, negative sentiment (Social monitoring) via BigQuery, ML API
Inbound customer service call
(Call tracking click to call event)(Inbound calls/sessions) 

segment = mobile
Google Analytics 360, 

(Call tracking solution)
Content engagement score
(Custom calculated metric) applied to (key pages), 

segment = mobile
Google Analytics 360, CMS via BigQuery
Content velocity
(Custom calculated metric) applied to (key pages), 

segment = mobile
Google Analytics 360
KPIs Metric(s) required Data source
02
Visit 1:
Visit 2:
Engagement Score / Visit =
Custom calculated metrics
Scroll 25% Scroll 3
50% Scroll 4
75% Scroll 5
100% Scroll 6
Click Page load / content interaction 1
Tool start 10
Tool complete 10
Login 10
Special offer signup 15
Branch search 5
Branch search exit
Download iOS / Android app download 2
PDF content download 1
Whitepaper download 1
Social Share 1
Post 2
Chat 1
Email 1
Comment 1
Video Video start
Video 25%
Video 50%
Video 75%
Video completion
Category Component Weight
2 + 15 2 2 15 20 56+ + + + =
On Page
Interaction
Scroll 50% On Page
Interaction
On Page
Interaction
Scroll 50% Video Start
Scroll 50%
On Page
Interaction Download
Event
On Page
Interaction
Scroll 100% Video Start Video Start 50%
15 + 2 20 2 25 20 99+ + + + =15+
56 99+
77.5=
2 Visits
02
Business goals
Different needs
Customer journey
Different stages
Segments
Different people
Channels&devices
Differentexperiences
02
A path to attribution
Digital multi-touch attribution (MTA) solution
Algorithmic/data-driven approaches
Exploring additional models
Standard reporting
Implement tracking Conversions
integrations
campaigns
Typically “last click”
Econometric
(MMM/ESM)
Econometric/model
based (response curves,
channel contribution,
halo effects, etc.)
Tag, cookie, device-
graph based
Data driven
attribution 

(DDA)
Workbench
Marketing channels,
campaign stacking
Multi-channel
funnels (MCF)
model explorer,
custom models
Identify objectives
02
Implementation steps
Knowledge
transfer
Production
launch
QA / Tag
validation
ConfigurationImplementation
Solution design
documentation
Business
requirements/
KPI framework
02
Implement against the framework
Pay special attention to:
1. Conversion actions
2. Integrations
3. Campaign tracking
Business
requirements/ KPI
framework
Solution design
documentation Implementation
02
Don’t forget your integrations!
02
Don’t forget your integrations!
Enable a holistic view:
- Single ID across properties
- Connected to sales data (incl. offline)
- Analysis done with on/offline attributes
EDW
CRMSingle	ID
WA
Activation
Analysis across the 360 degree view
Allows us to:
- Create segments from offline / additional data
-Analyse against offline / additional conversion events
-Leverage additional attributes across data activation platforms
02
Analyse campaign impact across full funnel
02
02
A path to attribution
Digital multi-touch attribution (MTA) solution
Algorithmic/data-driven approaches
Exploring additional models
Standard reporting
Implement tracking Conversions
integrations
campaigns
Typically “last click”
Econometric
(MMM/ESM)
Econometric/model
based (response curves,
channel contribution,
halo effects, etc.)
Tag, cookie, device-
graph based
Data driven
attribution 

(DDA)
Workbench
Marketing channels,
campaign stacking
Multi-channel
funnels (MCF)
model explorer,
custom models
Identify objectives
02
Default: last-touch attribution
02
02
Default: last-touch attribution
C1 C2 C3 C4 C5
02
Other common models
C C2 C C4 C5
C C2 C C4 C5
C C2 C C4 C5
C C2 C C4 C5
02
A path to attribution
Digital multi-touch attribution (MTA) solution
Algorithmic/data-driven approaches
Exploring additional models
Standard reporting
Implement tracking Conversions
integrations
campaigns
Typically “last click”
Econometric
(MMM/ESM)
Econometric/model
based (response curves,
channel contribution,
halo effects, etc.)
Tag, cookie, device-
graph based
Data driven
attribution 

(DDA)
Workbench
Marketing channels,
campaign stacking
Multi-channel
funnels (MCF)
model explorer,
custom models
Identify objectives
02
Attributing value with additional models
02
Attributing value with additional models
02
Attributing value with additional models
02
Attributing value with additional models
02
Attributing value with additional models
02
Attributing value with additional models
02
Attributing value with additional models
02
A path to attribution
Digital multi-touch attribution (MTA) solution
Algorithmic/data-driven approaches
Exploring additional models
Standard reporting
Implement tracking Conversions
integrations
campaigns
Typically “last click”
Econometric
(MMM/ESM)
Econometric/model
based (response curves,
channel contribution,
halo effects, etc.)
Tag, cookie, device-
graph based
Data driven
attribution 

(DDA)
Workbench
Marketing channels,
campaign stacking
Multi-channel
funnels (MCF)
model explorer,
custom models
Identify objectives
02
Algorithmic/modeled/data-driven attribution
02
Algorithmic/modeled/data-driven attribution
02
Algorithmic/modeled/data-driven attribution
02
Algorithmic/modeled/data-driven attribution
02
A path to attribution
Digital multi-touch attribution (MTA) solution
Algorithmic/data-driven approaches
Exploring additional models
Standard reporting
Implement tracking
Identify objectives
Conversions
integrations
campaigns
Typically “last click”
Econometric
(MMM/ESM)
Econometric/model
based (response curves,
channel contribution,
halo effects, etc.)
Tag, cookie, device-
graph based
Data driven
attribution 

(DDA)
Workbench
Marketing channels,
campaign stacking
Multi-channel
funnels (MCF)
model explorer,
custom models
02
Digital multi-touch attribution (MTA)
Cookie
level
Website
data
Digital
media plans
Data
partnerships
1st party
data
KPI(s) Customer
level
02
Digital multi-touch attribution (MTA)
Measure the lift when a
channel is present on
the path to purchase
Your baseline level of
measurement is always a user
and their path to purchase
3.0%
2.8%
2.5%
02
Google Attribution & Attribution 360
02
One solution, available in two tiers
Common cross device & data-driven methodology
Google Attribution 360
Full, enterprise-level cross-channel attribution 

Custom dimensions & metrics for flexibility
Optimisation & TV modeling
Google Attribution
Self-service with simplified options & controls


Makes it easy to get started with cross-
channel, multi-channel attribution
02
Foundations of Google’s attribution solutions
Insights & actionScience & analytics
Data collection &
management
Considers all tracked
touchpoints
Google device
graph
Integrations with
buying tools
TV
attribution
Predictive
optimisation
Reporting 

& insights
Data exports

and API
Programmatic
connectors
02Source: © Google Inc. 2016. All rights reserved.
Broad reach
across devices
The deterministic cross-device graph
is powered by Google’s largest web
properties, may with >1bn 30-day-
active logged in users.
Cross-device attribution, powered by Google’s device graph
Consumer friendly
approach
By allowing end-user opt-out our
solutions is extremely privacy
friendly, and protects the end user.
More accurate
measurement
Our algorithm stitches the path-
fragments into complete per-user
paths, enabling the model to
understand the full customer journey.
02
Google Attribution & Attribution 360
02
75% of users switch devices between tasks
DDA has already driven better performance for 

thousands of advertisers
02
Data-driven attribution (DDA)
drives more conversions at the same
cost-per-conversion
Moving beyond last-click on Search
alone delivers 5% more conversions
on average, at a similar cost-per-
conversion.
02
02
02
Attribution 360: television
TV airings data
Digital web /
conversion data
Google Search
data
Attribution360
02
Attribution 360: timeline
A360 product phase Closed alpha Beta General availability
2018+2017
General availability
Through 1H 2018
02
Prepare for Attribution & Attribution 360
Google Analytics
- Enable Advertising Reporting features
- Set up Goals and Ecommerce!
- Break down channel groupings
- Make sure integrations are in place
- Clean up your campaign (UTM) tagging
- Create separate, dedicated View (no User ID, do NOT strip URL params)
Google AdWords
- Ensure Auto-tagging is on
- Ensure AdWords is linked for cost data import
- Review naming conventions / consistency
- Link AdWords with Analytics Views
DoubleClick (DCM, DS)
- Ensure Auto-tagging is on
- Add display activity service OR ensure impression & click tracking is in place
- If using Floodlight to track conversions, ensure configured & clean
- Ensure accurate media cost is there for all campaigns
- Review naming conventions / consistency
- Link DoubleClick with Analytics Views
02
Prepare for Attribution & Attribution 360
02
A path to attribution
Digital multi-touch attribution (MTA) solution
Algorithmic/data-driven approaches
Exploring additional models
Standard reporting
Implement tracking
Identify objectives
Conversions
integrations
campaigns
Typically “last click”
Econometric
(MMM/ESM)
Econometric/model
based (response curves,
channel contribution,
halo effects, etc.)
Tag, cookie, device-
graph based
Data driven
attribution 

(DDA)
Workbench
Marketing channels,
campaign stacking
Multi-channel
funnels (MCF)
model explorer,
custom models
02
Econometric approaches - MMM
Annual contribution to sales ROI by media channel
Campaign direct and halo effects Media response curves
CY 2013 CY 2014
02
Econometric approaches - ESM
02
Econometric approaches - ESM
Thank you
Q&A
Time to recognise your partnership
Head of Performance Agencies
Google AU/NZ
Martin Curtis
Agency of the Future
Quick exercise
Your name
What you’re hoping to get out of today’s session
One fun fact that no one would know
Your role
Your company
“The next big step will be for the very
concept of the device to fade away.
Over time, the computer will be an
intelligent assistant helping you
through your day.
We will move from mobile first to an
AI first world.
- Sundar Pichai, CEO, Google
Google has a great track record of predicting the future
01
Total Digital
Immersion
02
AI-First World
01
Total Digital
Immersion
Digital = Everything
Move away from being the marketing
specialist to the marketing expert
01
01
CMO’s grappling with even more complexity outside
1965 1970 1975 1980 1985 1990 1995 2000 2005 2010 2015
VCR
TV, radio, OOH,
newspaper,
magazine Cable AOL
The period of unbundling of
media agencies from
creative agencies
DBS satellite Yahoo
Google
DVR
Broadband
HD DVD & 

Blu-Ray
Satellite radio
HDTV
Time-shifted viewing
Facebook
7th gen game console
Twitter
YouTube
Netflix streaming
Hulu+
Smart TV
Tablet
Instagram
Streaming radio
8th gen game console
Chromecast
Amazon Prime
instant video
Roku
Smartphone
Apple TV
VOD
Snapchat
People just expect
faster, relevant and
frictionless experiences,
whenever and wherever.
01
26
Source: A Guide to the Internet of Things, IDC, Intel, United Nations, 2016. 01
We get it, it’s complicated
01
But only 17% of agencies
and companies have moved
off last click attribution
01
Where we should
be as an industry
Where we are
Advanced attribution
strategies
Do you want to move
off last click?
Last click First click Linear
Time decayPosition-based
Data management
platform integrations
01
And it’s only getting more complex
01
The agencies of the future are
moving now to measure and
manage the entire digital journey
01
01
Total Digital
Immersion
02
AI-First World
02
AI-First World
A major
milestone
in Artificial
Intelligence
02
Programming Learning
02
01
We need AI to help us manage this complex journey
of your time will be saved
to be reinvested back into
your business & yourself
50%
02
This is your opportunity to
move away from optimisers
back to creative thinkers
02
AI is exponential in nature
so you will get left behind
Don’t “wait & see”
02
Inflection
02
Day 1 of Adweek NYC
We know change is coming
02
- Is the agency of the future still an agency
- Leadership and the agency of the future
- Agency of the future, becoming the CMOs secret weapon
- Creativity to the power of consulting
- Advertising needs a rebrand
- Yes you should start that new agency you have always dreamed of
- Self-disrupt: Creating the next agency model
02
The largest digital agency is now
Source: Ad Age Agency Report 2016
USRevenue
$0
$375,000,000
$750,000,000
$1,125,000,000
$1,500,000,000
2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
So what can you do?
02
What would
it look like?
If you were to start
your agency today,
from scratch
If you were to
develop your skill
sets, from scratch
What would
they look like?
02
Build capabilities
to solve wicked
business problems
02
Build skills to solve
wicked business
problems
Audience
data
Machine
learning
Creative thinking
& strategy
02
+ +
02
Develop data
capabilities
Embrace Machine
Learning
Upskill
talent
02
Develop data
capabilities
Measurement, attribution,
data and feeds
Develop
measurement
& attribution
Develop data &
feed management
capabilities
02
Where do you start?
02
Business impact
Diversification
opportunity
Improved client
results
New revenue
stream
02
Google solutions
AdvancedBasic Intermediate
Data driven attribution
Non-last click
Feed & data integration
Cross channel attribution Post impression attribution
Advanced attribution
Data management solution
Coming soon
02
Embrace Machine Learning
Automation and
Machine Learning
Automate
everything
02
Where do you start?
02
Business impact
Saved time
Improved margins
from efficiencies
Time can be invested into
creative thinking and
strategy to grow revenue
02
Google solutions
AdvancedBasic Intermediate
Auto Ad rotation
Auto bidding
Dynamic Search Ads
IF Function
Automated Feeds
Automated Reporting
Auto bidding/creative
Audience Integration
Automate cross channel
02
Upskill talent
Creative thinking and
client service
Who owns creativity
& strategy?
It needs to be everyone’s
responsibility
WALDO?
TOM
MATT
MELISSA
WALDO
8
14
22
?
=
=
=
=
TOM
MATT
MELISSA
W A L D O
8
14
22
13
=
=
=
=
02
Change your environment
02
Keep track of micro creativity
02
The 10% Rule
Dedicate 10% of client’s
budget to innovation
02
Where do you start?
Retain the
best talent
Hire great
people
Develop your people;
creative thinking and
strategy skills
02
What can you do?
Mission,
transparency, voice
Think broad & know
what you want
Focus on
continued learning
02
Google Partners initiatives
ProductDiversity Strategy
Lead by WomenWill Masterclass
Specialist Challenge
Academy Bootcamp (in-person)
Academy for Ads (on-demand)
Business Coaching
Sales Masterclass
Partners Connect (co-pitch events)
02
What the agency of the future looks like
Step 1 Step 2 Step 3 Step 4
Develop creative
thinking & strategy
expertise
Automate
everything
Build measurement,
data & feed
capabilities
Diversify capabilities
- video, display, feed
management,
programmatic
Step 5
Consult on
wicked business
problems
How else can you
prepare for these
changes?
02
02
Embrace
change
Be curious
Live life as
a student
Thank you
Q&A
Recap
Upcoming initiatives you don’t want to miss
Academy Bootcamp:
Mobile Sites & Analytics
Specialist
Challenge 2018
M-Site Sydney

Tuesday 5 December
Analytics Sydney

Wednesday 6 December
Academy
Register at
g.co/AcademyAUNZ
Do you want to hear from us?
bec@example.com
And the #Masterclass2017 best photo winner is…
#
Thank you
Google partners masterclass   Melbourne presentation

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Google partners masterclass Melbourne presentation

  • 1.
  • 2.
  • 4. Every month, in Australia & New Zealand, Google drives tens of millions of direct connections between businesses & their customers
  • 6. Many reasons to celebrate our great 2017 together
  • 7. Today's agenda and logistics 12:00PM Registration, lunch and demos 12:45PM Welcome Rebecca Mason & Jean Magalhaes 12:55PM From a mobile-first, to an AI-first world Aisling Finch 1:20PM Optimisation and Automation Dave Booth 2:30PM Break and demos 3:00PM Measurement and Attribution Dave Booth 4:05PM Agency of the Future Martin Curtis 5:00PM Day Recap and closing remarks Rebecca Mason & Jean Magalhaes 5:10PM Networking, drinks and demos
  • 9. Marketing Director Google AU/NZ Aisling Finch From a mobile-first, to an AI-first world
  • 10. Why AI and ML in Masterclass?
  • 11. Definition AI (artificial intelligence) - science of making things smart, to a point they can perform sophisticated tasks, such as play Go, or recognise the content in a given photo. ML (Machine Learning) - is a technique to develop AI. ML is all about learning from examples, and getting computers to do something without being explicitly programmed to do so 01
  • 15. Machine Learning is already improving many of our products Search Search ranking Speech recognition Play App recommendations Game developer experience Gmail Smart reply Spam classification Drive Intelligence in Apps Chrome Search by image Maps Parsing local search Translate Text, graphic and speech translation Cardboard Smart stitching Photos Photos search Assistant Smart connections across products YouTube Video recommendations Better thumbnails Android Keyboard & speech input 01
  • 18. 01
  • 19. 01
  • 20. 01
  • 21. Breast Cancer diagnosis Biopsy Slide Ground Truth (from pathologist) Model Prediction 01
  • 22. 01
  • 25. 02
  • 26. Assistant: connection between features across our products 02
  • 27. Google’s speech recognition technology now has a 4.9% word error rate* July 2016 Oct 2016 Dec 2016 Current 8.5% 6.8% 6.1% 4.9% Source: Emil Protalinski, @EPRO, May 17, 2017 *US English only 02
  • 28. 02
  • 29. 02
  • 30. We’re living in a world of moments 02
  • 32. Do you have a question about today’s content? Participate in the live Q&A using Sli.do Step 1: Visit https://www.sli.do/ Step 2: Enter event code #Masterclass17 Step 3: Submit your questions / upvote existing ones Three questions will be answered at the end of each presentation
  • 33. Founding and Senior Partner Cardinal Path Dave Booth Optimisation & Automation
  • 35. Things that will kill you while swimming/ surfing/ otherwise in the water Things that will kill you P. Sherman 42 Wallaby Way, Sydney, NSW
  • 36.
  • 37. AI, ML, DL, GDTLAs
  • 38. IAAI
  • 39. The heavy-lifting task of optimising for performance Are you making the best use of your time? Are you driving the best results possible? Are you operating in the most profitable way?
  • 40. The two elements of optimisation we’ll cover in this section BiddingCreatives 0201
  • 42.
  • 43. The art of showing generic ads to hyper targeted audiences “ 01
  • 44. of consumers who own multiple devices switch between screens to complete a task. 90% more likely to be influenced by targeted digital ads. 2x sources consulted before making a purchase. 10+ Consumer journey is more complex than ever Source: https://www.thinkwithgoogle.com/research-studies/mobile-path-to-purchase-5-key-findings.html | https://www.thinkwithgoogle.com/articles/shift-to- constant-connectivity.html | https://www.sociomantic.com/wp-content/uploads/2013/11/What-Consumers-Want-Infographic-Sociomantic-Labs-EN-global.png 01
  • 45. Consumers want information that is relevant to their moment based on their: Time Device Location Interest Intent Tailoring ads at scale 01
  • 49. Different people & contexts ask for different ads 01 3.5B searches happen on Google each day Ad 3 Ad 2 Ad Group 1 Ad 1 Device Time Geo Device Time Geo Device Time Geo
  • 50. Ad groups with 3 or more high-quality ads may receive up to 15% more clicks or conversions* vs. ad groups with only 1 or 2 ads. 01 Show the right message to the right person Ad 3Ad 1 Ad 2 *Source: Google Internal Data. When you rotate your ads to optimize for clicks or conversions. This will vary by client, business type, among other factors, and Google cannot guarantee this or any uplift.
  • 51. 01 A practical example *Source: Google Internal Data. When you rotate your ads to optimize for clicks or conversions. This will vary by client, business type, among other factors, and Google cannot guarantee this or any uplift. Ad 3 (It’s probably too late) Ad 1 Forgetful packing incident? Ad 2 Forgetful morning dresser? Ad 3
  • 52. Optimisation Ad Rotation 01 Optimise ad rotation to show your most relevant ad *Source: Google Internal Data. This will vary by client and business type, among other factors and Google cannot guarantee this or any uplift. +5% more clicks & conversions* Improve quality & traffic Both optimise settings positively impact quality score & CTR Ads using either optimise setting tend to accrue more conversions Increase conversions Simplify campaign management Let AdWords automatically serve the most relevant ad with no additional effort required
  • 55. 01 of searches are unique 15% How can we optimise and plan for things that haven’t happened yet? Use Dynamic Search Ads to capture relevant queries
  • 56. 01
  • 57. 01
  • 58. Compared with their keyword performance, for the median advertiser, DSA targeting generates... 01 CPCs CPAs 35% lower Clicks CTRs ...and on average 86% of Dynamic Search Ads traffic is incremental 30% lower 30% higher 30% more
  • 59. Best practices reminder 01 1. Website structure 2. Exclusions 3. Monitor the machine!
  • 63. Customise your ads at scale to every context: keyword, time, device & user location. 01 Ad customisers
  • 64. 01
  • 65. Tailor your ad to the keyword, ad group or campaign 01 Ad Buy some dinosaur meat. example.com Starting at $49. Won’t spoil for another 325 years! Ad Buy some drop bear meat. example.com Starting at $1.99. Won’t spoil for another 15 days! Eat a 
 dinosaur Drop bears Example Ad Buy some MYSTICAL_CREATURE_NAME meat. example.com Starting at COST. Won’t spoil for another COUNTDOWN!
  • 66. Feed example for keyword ad customisation 01 Note: 
 You can also use “Target Keyword text” and “Target Keyword Match type”, instead of “Target Keyword”
  • 67. Tailor your ad to the time of day/ device Ad Got the Monday am commute blues? example.com Eat some unicorn and sparkle. Free shipping on orders above $65. Ad Host a hoop snake BBQ example.com No plans for the weekend? BBQ some hoop snake! 20% off BBQ1. Ad Chupacabra breakfast tacos? example.com You bet! 10% off fresh chupacabra meat. Just add guac & salsa. Friday Laptop Monday Mobile Any day, AM Any 01
  • 68. Feed example for device / time ad customisation 01
  • 69. 01 Approach ResultsGoals - Increased overall CTR by 32% - Grew CTR in second-highest volume-producing ad group 
 by 113% - Successfully created and tested ads at the customer level - Used Ad Customisers to create timely and accurate ads - Tested ad copy with specific audience segments - Engage customers with relevant, real-time messages throughout the purchase journey - Efficiently update ad creative in different ad segments
  • 70. 01
  • 71. Count down to an event 01 Ad Valentine’s day romantic gifts example.com/valentine Fun activities for couples on sale now! Hurry! Deal expires in COUNTDOWN. Example Ad Valentine’s day romantic gifts example.com/valentine Fun activities for couples on sale now! Hurry! Deal expires in 5 Days. Feb 9 3:00pm Feb 14 9:00am Feb 9 5:40pm Ad Valentine’s day romantic gifts example.com/valentine Fun activities for couples on sale now! Hurry! Deal expires in 9 Hours. Ad Valentine’s day romantic gifts example.com/valentine Fun activities for couples on sale now! Hurry! Deal expires in 20 minutes. Ad Buy some dinosaur meat. example.com Starting at $49. Won’t spoil for another 325 years!
  • 72. Countdown widget in AdWords 01
  • 73. 01 Approach ResultsGoals - 8.7% increase in conversion rate at the end of flash sale - 3% increase in CTR on their ad text - 8.3% increase in customer spending per site visit - Implemented the countdown function with Google’s countdown widget - Dynamically showed customers the days, hours, or minutes left until end of sale - Drive quality traffic to website - Create urgency to promote flash sale - Encourage customers to convert quickly
  • 74. Let’s look at data! 01
  • 75. Let’s look at data! 01
  • 76. 01
  • 77. Customise ads to the user location of interest 01 Location of interest detected Texas, ‘Merica Ad Drink without a worry in DESTINATION example.com PRODUCT for DESTINATION people, starting at PRICE!
  • 78. Customise ads to the user location of interest 01 Ad Drink without a worry in Texas example.com Drinking holsters for Texas people, starting at $10! “drinking in Texas” Ad Drink without a worry in California example.com Sunscreen flasks for California people, starting at $5! “help me. just please help me.” Location of interest detected Texas, ‘Merica Location of interest detected California, USA Ad Drink without a worry in DESTINATION example.com PRODUCT for DESTINATION people, starting at PRICE!
  • 79. Feed example for geo ad customisation 01
  • 80. Schedule your feed uploads 01
  • 81. Tips / best practices 01 1. You cannot pause customisers But you can pause ads that use them or remove associated data 2. If you remove a data set You can’t “re-start” by uploading a new data set with the same name Better to edit your data to keep customisers running 3. Get creative!
  • 84. Automation opens up big possibilities 02Source: *BCG Study ‘Cutting Complexity, Adding Value’, 2013, link Monday Tuesday Wednesday Thursday Friday is strategic 20%80% of time spent is dealing with manual, less strategic tasks
  • 85. 02 (not that
 many) conversions Millions of variables x = The complexity of the task at hand… Keywords Topics In-market Affinities x All your clients! Time Hour Day Week Month Weekday Location Radius Post code DMA Region Country Device Mobile Desktop Tablet Audience Page visitors Cart abandoners Loyal shoppers
  • 86. Who’s your audience anyway? 02
  • 87. Who’s your audience anyway? 02
  • 88. AdWords Smart Bidding: Auction-powered technology 02Source: *BCG Study ‘Cutting Complexity, Adding Value’, 2013, link Advanced machine learning that drives informed, accurate bidding decisions Unparalleled optimisation frequency and precision that adjusts bids for every auction Rich set of auction-time signals used to capture contextual relevance for every unique search
  • 89. 010101010101010101010101010101010101010101010101010101010 010101010101010101010101010101010101010 0101010101010101010101010101010101 010101010101010101010101010 101010101010101010101 010101010101010 101010101 010 02Source: *BCG Study ‘Cutting Complexity, Adding Value’, 2013, link Advanced machine learning Keyword Many search queries Across auctions and search contexts Unique insight into every auction, computing data at the search query level W W M Z Q
  • 90. Rich set of auction-time signals 02 Location Remarketing
 list Every user search is different and bids for each query should reflect the unique contextual signals present at auction-time. Bid Combinations between 
 2 or more 
 signals Search 
 partner Actual 
 query Language AppOS Browser Ad 
 creative Noon 
 EST Smartphone Signals available 
 with bid adjustments Exclusive signals for AdWords Smart Bidding
  • 91. 02 Example, on the keyword buy new toaster| Example of signals our algorithm will optimise against: Language settings Location Time Browser Operating system CVR 4.0%CVR 2.0% vs. Finding the right keyword bid is hard. Keyword bids are not right for all audiences. Smart Bidding use case
  • 92. Smart Bidding 02 Flexibility Efficiency Transparency Testing Attribution 01 02 03 04 05
  • 93. 02 Revenue Conversions/sales Website click Visibility Campaign Goal Recommended Strategy Target outranking share Maximise clicks Target CPA / enhanced CPC (semi-auto) Target ROAS Powered by AdWords Smart Bidding 1. Bidding strategies aligned to marketing goals
  • 94. 02 Revenue Conversions/sales Website click Visibility Campaign Goal Recommended Strategy Target outranking share Maximise clicks Target CPA / enhanced CPC (semi-auto) Target ROAS Powered by AdWords Smart Bidding 1. Bidding strategies aligned to marketing goals
  • 95. 02 2. Simulations with great data quality Leverage insights from millions of bids set every second across AdWords Determine the most profitable CPA target and apply the change directly in the simulator tool
  • 96. 02 3. Unique transparency Monitor a bid strategy performance and understand its current status Understand the strategy status and potential limitations, then take action Monitor the performance of flexible bid strategies key KPIs and watch how it improves over time
  • 97. 02 4. Seamless high end experiment platform Run well-executed A/B tests to test changes before rolling them out Assess performance Determine the portion of traffic that you want to go through the experiment (360)
  • 98. 02 5. Go further: bid beyond the last click Pick up a non-last click attribution model Last click First click Linear Time decayPosition-based Rules-based
 models Data-driven
 model great tech gifts highly rated tablets nexus 9 tablet highly rated tablets nexus 9 tablet 2.73% Conversion Rate 2.41% Conversion Rate = 0.32%
  • 101. Q&A
  • 102. Break
  • 104.
  • 105. Founding and Senior Partner Cardinal Path Dave Booth Measurement & Attribution
  • 106. Do you have a question about today’s content? Participate in the live Q&A using Sli.do Step 1: Visit https://www.sli.do/ Step 2: Enter event code #Masterclass17 Step 3: Submit your questions / upvote existing ones Three questions will be answered at the end of each presentation
  • 109. 01
  • 110. 01 On sale! Only 45 shillings Now through Friday’s execution iAnvil 8
  • 111. Technology has changed everything. People now have a huge selection of devices, channels, and content to choose from, across multiple platforms. This creates a lot of fragmented data which can be hard to track and action for advertisers DisplayOrganic Search BrandDisplay network 01
  • 112. 01
  • 113. 01 Legacy, linear paths to purchase were relatively simple to measure. Today’s paths are not. New consumer behaviour broke measurement 01
  • 116. 90% of people switch between screens to complete tasks 30% of all customer journeys involve more than one channel of interaction Source: Google/Purchased Digital Diary: How Consumers Solve Their Needs in the Moment, May 2016 01
  • 117. Source: Google/Purchased Digital Diary: How Consumers Solve Their Needs in the Moment, May 2016 45% increase in local shopping queries 01
  • 118. 01
  • 119. 01
  • 120. How much data are you trying to manage? 01
  • 124. 02 A path to attribution Digital multi-touch attribution (MTA) solution Algorithmic/data-driven approaches Exploring additional models Standard reporting Implement tracking Conversions integrations campaigns Typically “last click” Econometric (MMM/ESM) Econometric/model based (response curves, channel contribution, halo effects, etc.) Tag, cookie, device- graph based Data driven attribution 
 (DDA) Workbench Marketing channels, campaign stacking Multi-channel funnels (MCF) model explorer, custom models Identify objectives
  • 125. Day 1 Day 2 Day 3 02 A customer’s journey
  • 126. Day 1 Day 2 Day 3 02 A customer’s journey Email Email Desktop Desktop Mobile web In-store visitMobile app
  • 127. 02 Day 1 Day 2 Day 3 A customer’s journey Email Email Desktop Desktop Mobile web In-store visitMobile app User ID, CD Login cookie Login cookie Login cookie CRM ID Login deviceID Login cookie Login cookieLogin cookie User ID, CD
  • 128. 02 Day 1 Day 2 Day 3 A customer’s journey Email Email Desktop Desktop Mobile Web In-store visitMobile App User ID, CD Login cookie Login cookie Login cookie CRM ID Login deviceID Login cookie Login cookieLogin cookie User ID, CD
  • 129. 02
  • 130. 02 Different people Different needs Different stages Different experiences across at with
  • 131. 02 Different people Different needs Different stages Different experiences across at with Segments Business goals Customer journey Channels & devices
  • 132. 02 Metrics & dimensions KPI’s Business goals Different needs Customer journey Different stages Segments Different people Channels&devices Differentexperiences
  • 133. 02 Business goals Different needs Customer journey Different stages Segments Different people Channels&devices Differentexperiences Segment: Journey: Goal: Channel/device: Existing customer Retention/growth Easily find what they need Mobile website
  • 134. 02 Business goal: Get visitors to content/features quickly and efficiently Customer journey Channels/devices Websitefrommobiledevice Segment Existingcustomer Attract Engage Convert Retain/grow Advocate Pageviews per visit Pages/Session, segment = mobile Google Analytics Time on site Avg. Session Duration, segment = mobile Google Analytics Bounce rate Bounce rate, segment = mobile Google Analytics Site search usage Sessions with search, segment = mobile Google Analytics Unsuccessful search rate % Search exits, segment = mobile Google Analytics Feature completion (various) (Configured event/goal count/conversion rate) segment = mobile Google Analytics Social activity (Tweets/Posts, negative sentiment (Social monitoring) via BigQuery, ML API Inbound customer service call (Call tracking click to call event)(Inbound calls/sessions) 
 segment = mobile Google Analytics 360, 
 (Call tracking solution) Content engagement score (Custom calculated metric) applied to (key pages), 
 segment = mobile Google Analytics 360, CMS via BigQuery Content velocity (Custom calculated metric) applied to (key pages), 
 segment = mobile Google Analytics 360 KPIs Metric(s) required Data source
  • 135. 02 Visit 1: Visit 2: Engagement Score / Visit = Custom calculated metrics Scroll 25% Scroll 3 50% Scroll 4 75% Scroll 5 100% Scroll 6 Click Page load / content interaction 1 Tool start 10 Tool complete 10 Login 10 Special offer signup 15 Branch search 5 Branch search exit Download iOS / Android app download 2 PDF content download 1 Whitepaper download 1 Social Share 1 Post 2 Chat 1 Email 1 Comment 1 Video Video start Video 25% Video 50% Video 75% Video completion Category Component Weight 2 + 15 2 2 15 20 56+ + + + = On Page Interaction Scroll 50% On Page Interaction On Page Interaction Scroll 50% Video Start Scroll 50% On Page Interaction Download Event On Page Interaction Scroll 100% Video Start Video Start 50% 15 + 2 20 2 25 20 99+ + + + =15+ 56 99+ 77.5= 2 Visits
  • 136. 02 Business goals Different needs Customer journey Different stages Segments Different people Channels&devices Differentexperiences
  • 137. 02 A path to attribution Digital multi-touch attribution (MTA) solution Algorithmic/data-driven approaches Exploring additional models Standard reporting Implement tracking Conversions integrations campaigns Typically “last click” Econometric (MMM/ESM) Econometric/model based (response curves, channel contribution, halo effects, etc.) Tag, cookie, device- graph based Data driven attribution 
 (DDA) Workbench Marketing channels, campaign stacking Multi-channel funnels (MCF) model explorer, custom models Identify objectives
  • 138. 02 Implementation steps Knowledge transfer Production launch QA / Tag validation ConfigurationImplementation Solution design documentation Business requirements/ KPI framework
  • 139. 02 Implement against the framework Pay special attention to: 1. Conversion actions 2. Integrations 3. Campaign tracking Business requirements/ KPI framework Solution design documentation Implementation
  • 140. 02 Don’t forget your integrations!
  • 141. 02 Don’t forget your integrations! Enable a holistic view: - Single ID across properties - Connected to sales data (incl. offline) - Analysis done with on/offline attributes EDW CRMSingle ID WA Activation
  • 142. Analysis across the 360 degree view Allows us to: - Create segments from offline / additional data -Analyse against offline / additional conversion events -Leverage additional attributes across data activation platforms 02
  • 143. Analyse campaign impact across full funnel 02
  • 144. 02 A path to attribution Digital multi-touch attribution (MTA) solution Algorithmic/data-driven approaches Exploring additional models Standard reporting Implement tracking Conversions integrations campaigns Typically “last click” Econometric (MMM/ESM) Econometric/model based (response curves, channel contribution, halo effects, etc.) Tag, cookie, device- graph based Data driven attribution 
 (DDA) Workbench Marketing channels, campaign stacking Multi-channel funnels (MCF) model explorer, custom models Identify objectives
  • 146. 02
  • 148. 02 Other common models C C2 C C4 C5 C C2 C C4 C5 C C2 C C4 C5 C C2 C C4 C5
  • 149. 02 A path to attribution Digital multi-touch attribution (MTA) solution Algorithmic/data-driven approaches Exploring additional models Standard reporting Implement tracking Conversions integrations campaigns Typically “last click” Econometric (MMM/ESM) Econometric/model based (response curves, channel contribution, halo effects, etc.) Tag, cookie, device- graph based Data driven attribution 
 (DDA) Workbench Marketing channels, campaign stacking Multi-channel funnels (MCF) model explorer, custom models Identify objectives
  • 150. 02 Attributing value with additional models
  • 151. 02 Attributing value with additional models
  • 152. 02 Attributing value with additional models
  • 153. 02 Attributing value with additional models
  • 154. 02 Attributing value with additional models
  • 155. 02 Attributing value with additional models
  • 156. 02 Attributing value with additional models
  • 157. 02 A path to attribution Digital multi-touch attribution (MTA) solution Algorithmic/data-driven approaches Exploring additional models Standard reporting Implement tracking Conversions integrations campaigns Typically “last click” Econometric (MMM/ESM) Econometric/model based (response curves, channel contribution, halo effects, etc.) Tag, cookie, device- graph based Data driven attribution 
 (DDA) Workbench Marketing channels, campaign stacking Multi-channel funnels (MCF) model explorer, custom models Identify objectives
  • 162. 02 A path to attribution Digital multi-touch attribution (MTA) solution Algorithmic/data-driven approaches Exploring additional models Standard reporting Implement tracking Identify objectives Conversions integrations campaigns Typically “last click” Econometric (MMM/ESM) Econometric/model based (response curves, channel contribution, halo effects, etc.) Tag, cookie, device- graph based Data driven attribution 
 (DDA) Workbench Marketing channels, campaign stacking Multi-channel funnels (MCF) model explorer, custom models
  • 163. 02 Digital multi-touch attribution (MTA) Cookie level Website data Digital media plans Data partnerships 1st party data KPI(s) Customer level
  • 164. 02 Digital multi-touch attribution (MTA) Measure the lift when a channel is present on the path to purchase Your baseline level of measurement is always a user and their path to purchase 3.0% 2.8% 2.5%
  • 165. 02 Google Attribution & Attribution 360
  • 166. 02 One solution, available in two tiers Common cross device & data-driven methodology Google Attribution 360 Full, enterprise-level cross-channel attribution 
 Custom dimensions & metrics for flexibility Optimisation & TV modeling Google Attribution Self-service with simplified options & controls 
 Makes it easy to get started with cross- channel, multi-channel attribution
  • 167. 02 Foundations of Google’s attribution solutions Insights & actionScience & analytics Data collection & management Considers all tracked touchpoints Google device graph Integrations with buying tools TV attribution Predictive optimisation Reporting 
 & insights Data exports
 and API Programmatic connectors
  • 168. 02Source: © Google Inc. 2016. All rights reserved. Broad reach across devices The deterministic cross-device graph is powered by Google’s largest web properties, may with >1bn 30-day- active logged in users. Cross-device attribution, powered by Google’s device graph Consumer friendly approach By allowing end-user opt-out our solutions is extremely privacy friendly, and protects the end user. More accurate measurement Our algorithm stitches the path- fragments into complete per-user paths, enabling the model to understand the full customer journey.
  • 169. 02 Google Attribution & Attribution 360
  • 170. 02 75% of users switch devices between tasks
  • 171. DDA has already driven better performance for 
 thousands of advertisers 02 Data-driven attribution (DDA) drives more conversions at the same cost-per-conversion Moving beyond last-click on Search alone delivers 5% more conversions on average, at a similar cost-per- conversion.
  • 172. 02
  • 173. 02
  • 174. 02 Attribution 360: television TV airings data Digital web / conversion data Google Search data Attribution360
  • 175. 02 Attribution 360: timeline A360 product phase Closed alpha Beta General availability 2018+2017 General availability Through 1H 2018
  • 176. 02 Prepare for Attribution & Attribution 360 Google Analytics - Enable Advertising Reporting features - Set up Goals and Ecommerce! - Break down channel groupings - Make sure integrations are in place - Clean up your campaign (UTM) tagging - Create separate, dedicated View (no User ID, do NOT strip URL params) Google AdWords - Ensure Auto-tagging is on - Ensure AdWords is linked for cost data import - Review naming conventions / consistency - Link AdWords with Analytics Views DoubleClick (DCM, DS) - Ensure Auto-tagging is on - Add display activity service OR ensure impression & click tracking is in place - If using Floodlight to track conversions, ensure configured & clean - Ensure accurate media cost is there for all campaigns - Review naming conventions / consistency - Link DoubleClick with Analytics Views
  • 177. 02 Prepare for Attribution & Attribution 360
  • 178. 02 A path to attribution Digital multi-touch attribution (MTA) solution Algorithmic/data-driven approaches Exploring additional models Standard reporting Implement tracking Identify objectives Conversions integrations campaigns Typically “last click” Econometric (MMM/ESM) Econometric/model based (response curves, channel contribution, halo effects, etc.) Tag, cookie, device- graph based Data driven attribution 
 (DDA) Workbench Marketing channels, campaign stacking Multi-channel funnels (MCF) model explorer, custom models
  • 179. 02 Econometric approaches - MMM Annual contribution to sales ROI by media channel Campaign direct and halo effects Media response curves CY 2013 CY 2014
  • 183. Q&A
  • 184. Time to recognise your partnership
  • 185. Head of Performance Agencies Google AU/NZ Martin Curtis Agency of the Future
  • 186.
  • 187. Quick exercise Your name What you’re hoping to get out of today’s session One fun fact that no one would know Your role Your company
  • 188. “The next big step will be for the very concept of the device to fade away. Over time, the computer will be an intelligent assistant helping you through your day. We will move from mobile first to an AI first world. - Sundar Pichai, CEO, Google
  • 189. Google has a great track record of predicting the future
  • 192. Digital = Everything Move away from being the marketing specialist to the marketing expert 01
  • 193. 01 CMO’s grappling with even more complexity outside 1965 1970 1975 1980 1985 1990 1995 2000 2005 2010 2015 VCR TV, radio, OOH, newspaper, magazine Cable AOL The period of unbundling of media agencies from creative agencies DBS satellite Yahoo Google DVR Broadband HD DVD & 
 Blu-Ray Satellite radio HDTV Time-shifted viewing Facebook 7th gen game console Twitter YouTube Netflix streaming Hulu+ Smart TV Tablet Instagram Streaming radio 8th gen game console Chromecast Amazon Prime instant video Roku Smartphone Apple TV VOD Snapchat
  • 194. People just expect faster, relevant and frictionless experiences, whenever and wherever. 01
  • 195. 26 Source: A Guide to the Internet of Things, IDC, Intel, United Nations, 2016. 01
  • 196. We get it, it’s complicated 01
  • 197. But only 17% of agencies and companies have moved off last click attribution 01
  • 198. Where we should be as an industry Where we are Advanced attribution strategies Do you want to move off last click? Last click First click Linear Time decayPosition-based Data management platform integrations 01
  • 199. And it’s only getting more complex 01
  • 200. The agencies of the future are moving now to measure and manage the entire digital journey 01
  • 201.
  • 206.
  • 207. 01 We need AI to help us manage this complex journey
  • 208. of your time will be saved to be reinvested back into your business & yourself 50% 02
  • 209. This is your opportunity to move away from optimisers back to creative thinkers 02
  • 210. AI is exponential in nature so you will get left behind Don’t “wait & see” 02
  • 212. Day 1 of Adweek NYC We know change is coming 02 - Is the agency of the future still an agency - Leadership and the agency of the future - Agency of the future, becoming the CMOs secret weapon - Creativity to the power of consulting - Advertising needs a rebrand - Yes you should start that new agency you have always dreamed of - Self-disrupt: Creating the next agency model
  • 213. 02 The largest digital agency is now Source: Ad Age Agency Report 2016 USRevenue $0 $375,000,000 $750,000,000 $1,125,000,000 $1,500,000,000 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
  • 214. So what can you do? 02
  • 215. What would it look like? If you were to start your agency today, from scratch If you were to develop your skill sets, from scratch What would they look like? 02
  • 216. Build capabilities to solve wicked business problems 02 Build skills to solve wicked business problems
  • 220. Develop measurement & attribution Develop data & feed management capabilities 02 Where do you start?
  • 222. 02 Google solutions AdvancedBasic Intermediate Data driven attribution Non-last click Feed & data integration Cross channel attribution Post impression attribution Advanced attribution Data management solution Coming soon
  • 223. 02 Embrace Machine Learning Automation and Machine Learning
  • 225. 02 Business impact Saved time Improved margins from efficiencies Time can be invested into creative thinking and strategy to grow revenue
  • 226. 02 Google solutions AdvancedBasic Intermediate Auto Ad rotation Auto bidding Dynamic Search Ads IF Function Automated Feeds Automated Reporting Auto bidding/creative Audience Integration Automate cross channel
  • 227. 02 Upskill talent Creative thinking and client service
  • 228. Who owns creativity & strategy?
  • 229. It needs to be everyone’s responsibility
  • 230. WALDO?
  • 232. TOM MATT MELISSA W A L D O 8 14 22 13 = = = =
  • 234. 02 Keep track of micro creativity
  • 235. 02 The 10% Rule Dedicate 10% of client’s budget to innovation
  • 236. 02 Where do you start? Retain the best talent Hire great people Develop your people; creative thinking and strategy skills
  • 237. 02 What can you do? Mission, transparency, voice Think broad & know what you want Focus on continued learning
  • 238. 02 Google Partners initiatives ProductDiversity Strategy Lead by WomenWill Masterclass Specialist Challenge Academy Bootcamp (in-person) Academy for Ads (on-demand) Business Coaching Sales Masterclass Partners Connect (co-pitch events)
  • 239. 02 What the agency of the future looks like Step 1 Step 2 Step 3 Step 4 Develop creative thinking & strategy expertise Automate everything Build measurement, data & feed capabilities Diversify capabilities - video, display, feed management, programmatic Step 5 Consult on wicked business problems
  • 240. How else can you prepare for these changes? 02
  • 243. Q&A
  • 244. Recap
  • 245. Upcoming initiatives you don’t want to miss Academy Bootcamp: Mobile Sites & Analytics Specialist Challenge 2018
  • 246. M-Site Sydney
 Tuesday 5 December Analytics Sydney
 Wednesday 6 December Academy Register at g.co/AcademyAUNZ
  • 247. Do you want to hear from us? bec@example.com
  • 248. And the #Masterclass2017 best photo winner is… #